Seating Hero is a simple tool for creating seating charts for weddings and events. You can add tables, import or type in your guest list, and assign people to tables using a drag-and-drop interface. The layout updates instantly so you can see exactly where everyone will sit.
It helps you organize your seating plan without spreadsheets or paper sketches. If plans change, you can quickly move guests, adjust tables, and export the final seating chart to share with your venue or event team.
Yoast SEO co-founder shares that most sites don't need content management systems like WordPress anymore.
The post Is WordPress Too Complex For Most Sites? appeared first on Search Engine Journal.
Pearl Abyss confirms that ARC GPU support is coming to Crimson Desert following backlash In an official statement released this morning, Pearl Abyss has backtracked on its position on Intel ARC graphics. Until now, the developer has not supported Intel’s GPUs and has simply asked Intel ARC users to get a refund. Now, following a […]
The post Crimson Desert commits to Intel ARC GPU support following backlash appeared first on OC3D.
Mystika delivers AI-powered tarot readings, horoscopes, and birth charts rooted in qabbalistic and esoteric traditions. Choose from spreads like Yes/No, Daily Tarot, Love Reading, Career & Prosperity, Shadow Work, and the Celtic Cross, then receive clear interpretations tailored to your question.
Mystika also teaches tarot with a guided library covering the 78 cards, suits, and history. Start with free readings, track daily cosmic energy, or upgrade to Premium for deeper insights and a complimentary birth chart.
Physical devices can't scale. Here's how cloud phones are changing multi-account management.
Financial Fitness Passport helps you assess and improve your money health with an AI-powered dashboard, a Passport Score, and a proprietary Retirement Number. Enter your basics without linking your bank, then get clear guidance, calculators, and a roadmap to your goals.
Use cash flow analysis with tax estimates, debt payoff planning, investment tracking, and an AI coach named Penny who provides plain-English answers. Earn progress badges, export or delete your data anytime, and choose Free, Pro, or Enterprise plans for teams.
Plot Travel guarantees you never overpay for a trip you've already booked. Travel prices change frequently, but constantly checking your flights and hotels for price drops is tedious and unrealistic.
Just forward your confirmation emails, and the system takes over. It monitors your exact bookings in the background and helps you claim savings when prices drop, putting money back in your wallet.
Traider is a real-time voice psychological intervention layer for traders that sits between your impulse and your execution. It monitors your behavior, not just your trades, and steps in when you’re about to break your own rules. Within your first session, it builds a living psychological profile and uses it to deliver targeted interventions that keep you aligned with your plan.
Traider helps you close the gap between knowing and doing by tracking patterns, flagging risky impulses, and guiding you back to disciplined execution. It’s currently in private beta with a Founding 50 cohort shaping the product. Beta signups are still welcome.
VO3 AI is a video generation platform that turns text or images into 1080p cinematic videos with synchronized audio. It runs a multi-model engine including Veo3 Fast, Veo3, VO3 Basic, and VO3 Advance to balance speed, quality, and cost. Use batch generation, scene splitting, and a smart prompt system to refine results, while VO3 Bot suggests models and optimizes prompts. Share your videos via SEO-optimized pages with privacy controls and create daily content for social media, promos, and music videos.
Extract structured data from text, files and archives.
Remix viral videos into content for your business
The official WeChat pipeline for OpenClaw
See exactly how much you spend on Claude, across every tool
AI wellness app that turns doomscrolling into self‑care
Real reviews from Reddit & YouTube when shopping online
Build full-stack webapps from the database up
OpenClaw harness and fleet manager for Mac
Send work beautifully, pinned feedback, see what they viewed
Interrupt scrolling, tab overload, and AI autopilot
A network where AI agents find deals for their humans
Sucesio is an estate planning platform for the digital age that lets you centralize physical and digital assets in an encrypted vault and assign precise beneficiaries with custom instructions. A periodic life check triggers automatic transfer at the right time, and heirs access a secure link without creating an account.
Data is end-to-end encrypted (AES-256), GDPR-compliant, and hosted in Europe. The service supports French, Spanish, and English, and you can export all your data anytime.
Memorylane is an app you install on your computer that records everything you do and shows you what you can automate in tools like Zapier, Make, or n8n.
It doesn't have a UI; you use it directly from Claude or Slack. It's open-source and free with your own API key.
Bottleneck Calculator tells you which component is limiting your PC's performance and what that means for gaming, content creation, or general use. Pick your CPU, GPU, and target resolution, and it gives you a clear answer based on benchmark data across 200+ components. Most bottleneck calculators give you a percentage with no context. This one explains what's actually happening and whether it matters for how you use your PC.
Calm Sea gives everyday users clear financial planning and retirement tools. You can model accumulation and retirement phases, project cashflows, and test scenarios for inflation, interest, growth, expenses, and contributions. With a simple visual and hands-on approach, you can use charts to see and drill down into assets, zoom out for the big picture, and spot opportunities. The quick onboarding lets you start projecting investment returns and goals, set drawdown strategies, and see how small changes today shape long-term outcomes.
Polymarket Trends tracks the biggest and most influential traders on Polymarket in real time. The Whale Tracker ranks wallets by an Influence Score that blends capital, profitability, consistency, activity, and longevity, refreshing every five minutes from the Polymarket CLOB API. Explore leaderboards, recent large trades, and wallet profiles with volumes, win rates, and market impact to follow smart money and gauge market sentiment.
Google is testing AI headline rewrites in Search using similar language to the earlier Discover test that became a feature.
The post Google Tested AI Headlines In Discover. Now It’s Testing Them In Search appeared first on Search Engine Journal.
The platform’s new tool within the image gallery will allow users to generate moving displays that show up as videos.
Videos that include a person talking or that feature a highly visible person in the first three seconds have better retention, according to new data from Emplifi.
The new system could replace thumbnails and provide viewers with more context before they click on recommended clips.
A federal jury in California has ordered the X owner to pay as much as $2.6 billion after ruling that he intentionally manipulated the platform’s share price.
A joint statement from Google, LinkedIn, Snapchat, Meta, Microsoft and TikTok asked lawmakers to create a better framework or extend the current one.
OEM software bloat strikes again – Samsung Connect App causes mayhem Earlier this month, reports came in that Windows 11’s March 2026 updates were preventing users from accessing their C: drive. Following an investigation by Microsoft, via Windows Latest, it was uncovered that these issues predated Windows 11’s March update. In fact, it wasn’t caused […]
The post Samsung Update ruins Windows PCs – Microsoft Confirms appeared first on OC3D.
Cosmic Meta Digital is an AI-powered technology publication that delivers timely news, analysis, and how-to guides on artificial intelligence, programming, blockchain, cloud, and emerging digital trends. It helps readers cut through the noise with clear explanations and curated insights.
The site also offers free online tools and showcases indie apps and games, giving makers and curious readers practical resources to learn, create, and stay informed.
MyChessLab is a suite of chess study tool microsites that is regularly expanded. The site is in early beta and seeking 100 testers to help with bug testing and feature refinement. Beta testers will have free access for the rest of 2026 and a discounted founders rate if they choose to subscribe from January 1, 2027. No card details are required during the beta testing period.
Ask AI Widget adds AI platform icons to your site so visitors can open ChatGPT, Claude, Gemini, Grok, or Perplexity with your prompt already filled in. You frame the question, and they get honest answers from AI they trust. The script is under 25KB, loads asynchronously, and uses no cookies.
The widget supports inline or floating modes, multiple languages with automatic translations, prompt rotation, brand color customization, and an analytics dashboard. It works on any site that accepts a script tag, including WordPress, Shopify, Webflow, and Next.js, with an optional white-label upgrade.
NinjaPipe is a sales CRM that helps teams turn pipelines into profit. Manage leads, deals, and projects with Kanban boards, a unified inbox for email, WhatsApp, SMS, and social, and built-in quotes, invoices, and payment links. Automate lead capture from ads, route and nurture contacts, trigger tasks and workflows, and collaborate in real time. Create branded client portals, customize with your own domain, and work anywhere with mobile apps and built-in forms.
Nintendo’s building an improved Switch 2 version that’s EU-only – Nekkei claims According to a report from Nekkei, Nintendo has plans to release an improved Switch 2 console version in the EU that features improved repairability. This change will allow the console to comply with the EU’s Regulation 2023/1542, which says the following; Any natural […]
The post Nintendo is building an improved Switch 2 version that’s EU-only – Nekkei claims appeared first on OC3D.
CarBG removes cluttered car backgrounds and replaces them with clean showroom, studio, or branded scenes. Upload a photo from your phone, and the AI handles the rest: background swap, lighting correction, shadow grounding, and export. It processes single images or entire inventory batches in minutes.
The built-in editor lets dealers add logos, contact details, and text overlays before downloading. Outputs are ready for Cars.com, CarGurus, AutoTrader, and Facebook Marketplace with no reformatting. No subscriptions, just prepaid credits starting at $0.40 per image with a free trial included.
Nimbalyst is an agent-native visual workspace for builders. It brings developers, product managers, and designers together to collaborate with Claude Code and Codex on files, sessions, and tasks. Use visual editors for Markdown, CSV, code, wireframes, Excalidraw, Mermaid, and data models; review AI diffs, manage git, and generate code. Organize work with session kanban, session-to-file linking, visual cues, and built-in task tracking. Available for macOS, Windows, and Linux.
Theōros is an AI-powered document collaboration platform for PDFs and complex files. It lets teams annotate, comment, and review in real time with version history, review annotations, and integrated form filling. You can ask questions and get cited answers, search instantly across documents, and control access with granular permissions. Theōros secures data with enterprise encryption and supports SOC2, HIPAA, and GDPR, enabling you to share confidently and move decisions faster.
LeadQualify helps consultants, coaches, and agencies filter out bad leads before they reach your calendar. You can build branded qualification forms, score answers by budget, timeline, and fit, and route qualified prospects straight to Calendly or any link while gracefully handling others. Track time saved and funnel performance in a clear dashboard, enable optional reminder emails, and customize branding with white label options. GDPR-ready consent and flexible routing keep your pipeline efficient and focused on serious buyers.
Mentiq is a retention analytics platform for SaaS teams that surfaces churn risk, explains its drivers, and turns insights into actionable playbooks. It combines product usage, billing, and user behavior to generate customer health scores, cohorts, and channel-level churn views while automatically intervening to prevent users from churning. You can prioritize accounts by renewal window, seats, and expansion likelihood, then trigger workflows like onboarding rescue, adoption nudges, pricing friction fixes, and champion loss recovery. Made for all founders, at any stage.
Crimson Desert looks great and runs well on most PCs, but some settings introduce visual noise and inefficiencies. We break down every option to find the best balance of image quality and performance.
Triall makes three AI models check each other's work. You ask a question, three models from different providers answer separately, then critique each other anonymously, debate to refine the answer, and verify claims against live web sources. What survives is what you get.
Built on neuroscience research that found the neurons causing hallucination can't be fixed with alignment — so instead of hoping one model gets it right, Triall makes three compete. 120+ models, free tier, plans from $11/month.
PlutoBa delivers AI-powered creator intelligence for DTC brands and agencies. Paste any TikTok, Instagram, or YouTube handle and run a deep assessment that analyzes 100 posts and 300+ comments across seven dimensions, including audience authenticity, brand safety, engagement quality, and view consistency. It returns a 0-100 PlutoBa Score with a clear verdict: Proceed, Caution, or Avoid, plus rate benchmarks and AI-generated outreach. Use the built-in CRM and campaigns to track creators and decide with confidence.
You know that broken process everyone complains about but no one has time to fix? Reimagine It helps you do something about it. Describe your problem, and the AI walks you through a smart interview, covering people, processes, and technology, so you don't miss anything important. It tracks progress with a clarity score, nudging you when there's more to uncover. When you're done, you get multiple concrete options to solve your problem, each showing complexity and trade-offs upfront. Pick the approach that fits, and Reimagine It generates a full blueprint that you'd get from a consulting engagement, but you can do it yourself in one sitting.
TubeAnalytics is a powerful YouTube analytics platform built for serious creators who want clarity for growth. Track views, watch time, subscribers, revenue, click-through rate, retention, and audience behavior, all in one clean dashboard. Early users get priority feature access and direct input into the roadmap.
How Silicon Friendly is your website? (from L0 to L5)
Schedule recurring tasks locally and in the cloud easily
Store, review, and share your Claude Code sessions
Easy data visualizations. Embed and share anywhere.
One API to scrape, enrich, and understand the web.
Extend Claude Pro's limit by 26.2%
Toudou is a surprise-activity platform that turns a short questionnaire into one booked local activity for dates, friend groups, or teams. You set the boundaries of time, budget, location, energy level, indoor or outdoor, and accessibility, and Toudou selects the best fit from curated hosts while taking care of booking and logistics. This makes us more than just a platform, as we organize everything from A to Z. You get enough certainty to say “yes” to the plan and enough surprise to feel like you discovered something—without scrolling, coordinating, or arguing over options.
Wispra is an AI business directory that helps companies structure and publish verified information so they can be correctly understood and recommended by AI assistants such as ChatGPT, Perplexity, and Gemini. The core of Wispra is the creation of an AI-optimized company profile. Each business is published in the Wispra AI directory with structured information, including company description, services, products, locations, and key business data.
Splot is a data reporting app that gathers important information usually scattered across various tools. You can send daily or weekly reports about your business financials or app usage. We currently support Slack, with support for Discord, Telegram, and Microsoft Teams coming soon.
EarVu turns valuable knowledge inside Discord communities into structured, searchable website content automatically. Mark important messages in Discord, and EarVu transforms them into organized articles ready to publish on your website. This tool is perfect for communities, educators, and creators who want their best discussions to become permanent knowledge.
Pikkovia is a 3D asset marketplace for UI designers. It offers curated packs of 3D icons in PNG format, allowing you to easily add high-quality renders to interfaces, designs, decks, and videos. Browse categories from finance and film to gaming and weather, download ready-made packs, and drag and drop them into your designs to speed up your workflow.
StackSpend is a spend control platform for startup founders and lean teams. It unifies your cloud and AI costs across providers like AWS, GCP, Azure, OpenAI, Anthropic, and others into one dashboard, enabling you to see where money is going in real time. Instead of digging through multiple billing portals, founders gain clear visibility into cost drivers by provider, service, team, and project, along with alerts and reporting to help catch spikes early. The goal is simple: reduce waste, improve forecasting, and protect runway without adding finance overhead.
OpenMark is an AI model benchmarking platform that lets you test 100+ LLMs on your own task with deterministic scoring and real API cost tracking. Describe what you need in plain English, pick your models, and get scored results in minutes, without requiring API keys, code, or setup.
With 18 scoring modes, vision support, stability tracking across multiple runs, and accuracy-per-dollar metrics, OpenMark shows you which model performs best for your specific use case and budget. It is free to try at openmark.ai.
Chartle lets you create beautiful, interactive charts from natural language or raw data. Type a prompt like 'UK inflation over the last 10 years,' and it finds real sources, builds the chart, and cites them. You can upload screenshots to convert them to code, paste spreadsheets or JSON, and customize themes to match your brand.
Publish with secret links, embed in Notion or blogs, and export crisp PNGs or SVGs. Build drag-and-drop dashboards, track versions, and connect live data from Google Sheets, Notion, and APIs.
StockPortfolio.pro is a calm, focused portfolio tracker for long-term investors. Track holdings, allocation, fundamentals, and performance in one clean dashboard, with no broker connection required. You can add positions manually, spot concentration risk by ticker, sector, or theme, and compare returns against the market. It prioritizes privacy, with optional analytics consent.
Android users deserve a good flight tracker app too, and that's one of the reasons we built Flights25. Sync your calendar, let Flights25 track your flights automatically, and get notified about important flight changes.
Valfred is a real-time AI sales copilot that helps B2B sales teams win more deals. Unlike post-call tools like Gong or Modjo, Valfred assists reps during live calls by surfacing proof points, objection responses, and competitive arguments in real time. It connects to your CRM (HubSpot, Salesforce, Pipedrive) and ingests call transcripts, emails, and case studies to build a living sales knowledge base. Features include dynamic battlecards, smart success stories, CRM auto-fill, proof pages, pre-call briefs, and an AI sales chat, making it ideal for SDRs, AEs, sales managers, and RevOps at B2B SaaS companies and agencies.
RazFit is a fitness app for iPhone and iPad that delivers 1–10 minute, equipment-free workouts tailored to your level. Choose your time and focus area, then train with clear video guidance, timers, and automatic tracking. RazFit includes 30 calisthenics exercises, 32 achievement badges, and AI coaches Orion and Lyssa to keep you motivated and on form. You can track progress, unlock milestones, and see results in weeks, with support available in six languages.
Postica is a Reddit growth platform for founders and marketers. It analyzes over 20 million posts across more than 100,000 subreddits to show you the best posting times, highest engagement keywords, flair performance, and audience overlap between communities. No more guessing where to share your product.
It also generates personalized daily growth plans based on your product and experience level, with titles modeled after top-performing content. Postica includes a post studio for drafting and scheduling, a conversation finder for comment marketing, and link tracking to measure clicks.
Story Generator is a structured AI writing tool that helps you create stories step by step, turning your ideas into full story outlines and detailed chapters. Simply enter your concept, choose the genre, and set up your characters, including name, personality, appearance, and occupation. The system then generates a complete, coherent multi-chapter outline tailored to your setup.
The tool supports all major genres, including fantasy, sci-fi, romance, mystery, thriller, adventure, slice-of-life, children's stories, and more. Each generation produces three unique versions, providing you with multiple creative directions to choose from instantly.
MailerBit is an email automation platform for sending thousands of individually personalized messages. It connects to your contact data and inserts unlimited custom fields—text, numbers, dates, and currencies—into dynamic templates with merge tags and built-in math. You can run recurring campaigns on fixed or custom schedules, attach files up to 25 MB, and compute values at send time. MailerBit solves the problem of sending similar emails manually to many customers.
April 2026 will bring some HUGE changes to Windows 11, and more are coming 2026 is the year of Windows 11 improvements. Windows 12 isn’t coming anytime soon, and Microsoft’s focus is on making its Windows 11 faster and more reliable. With Windows 11’s April 2026 Insider updates, Microsoft has started down its path towards […]
The post Microsoft promises to make Windows 11 faster and more reliable appeared first on OC3D.
AMD hasn’t unveiled it, but that hasn’t stopped ASRock AMD has not revealed this CPU, but ASRock has. ASRock has issued a press release confirming that its motherboards “fully support” AMD’s Ryzen 9 9950X3D2 CPU. This processor promises “more cache than ever” and “higher gaming performance” for users. Videocardz were the first to spot this […]
The post ASROCK officially confirms unreleased AMD Ryzen 9 9950X3D2 CPU appeared first on OC3D.
Qala is an AI-native data discovery and visibility platform that continuously shows security and compliance teams in real-time how data moves across code, integrations, third parties, and AI systems, all without requiring engineering involvement. In under 30 minutes, users can instantly obtain real-time data visibility from the source with an interactive topology and lineage map that illustrates how data flows across systems, whether at rest or in transit. It uses AI and NLP to automatically detect and classify sensitive data, tag assets, and trace data flows at the point of creation or ingestion.
Sony’s continuing to work with AMD on new “Project Amethyst” technologies for PlayStation and Radeon In an interview with Digital Foundry, Sony’s Mark Cerny, the lead system architect for PlayStation 5, confirmed that ML-based (Machine Learning) frame generation would be coming to “PlayStation platforms”. This tech comes as part of Sony’s “Project Amethyst” collaboration with […]
The post Frame Generation is coming to “PlayStation Platforms” – Cerny Confirms appeared first on OC3D.
ERSO lets anyone create and share interactive 3D stories with AI. You can generate scenes from text, turn video into animations, add AI music, and publish to VR, PC app, or the browser with one click. Viewers can explore paths, gather in the same scene from anywhere, and leave avatar comments with custom voices and motion. Skip years of 3D tutorials and go from idea to sharing experience quickly.
MapMaster is a community-driven platform for discovering and creating interactive maps for video games. Explore curated maps across popular titles to track locations, collectibles, and points of interest. Sign in to add, edit, or manage your own maps. Enjoy an ad-free experience, follow updates on X, and join the Discord to collaborate with other players.
Hullo is an AI-powered dating platform built to optimize for compatibility instead of endless swiping. Rather than relying on random discovery and surface-level browsing, Hullo uses intelligent matching models to analyze user intent, profile signals, and behavioral patterns to suggest more meaningful connections.
The platform also enhances profile quality with AI-assisted optimization, increasing signal clarity and improving match outcomes. Hullo is designed as an AI-native alternative to traditional swipe-based apps, focusing on better matches, not more screen time.
Path to Hired is a Kanban-style job application tracker with built-in CV and cover letter optimization tools. Instead of managing a chaotic spreadsheet or trying to remember where you applied last Tuesday, Path to Hired gives you one place to track every application, move it through stages such as Applied, Interview, and Offer, and get AI-powered suggestions to improve your CV and cover letters. We also launched a Chrome extension that saves jobs from LinkedIn, Indeed, and Glassdoor in one click. We're in early beta and looking for job seekers to test the product and provide feedback.
Stories, beautifully crafted
Unified agent workspace with seamless cloud handoff power
effortless media optimizer for the web
Build design, and ship anything AI fast in one flow
The designer for your AI agents (Openclaw, CC, Codex)
Track how you feel about spending, not just the numbers
Real-time AI captions & translation for any iOS app
practice tough phone calls with AI before you make them
Building the world’s fastest IPMI single board computer
The Unified Toolchain for the Web
The agentic IDE which teaches while you build.
Local-first AI note app for Mac zero config via MCP
Personalized exam prep, now in your pocket
The fastest way to ship exceptional ChatGPT apps
Tasks, context, and files organized in one workspace
SparkLocal removes the barriers between having a dream and launching a business. By answering questions about your skills, budget, and location, the AI generates four personalized business ideas rooted in your local market, completely free. You can explore viability scoring, market research, financial projections, a launch checklist, and resources matched to your city. Additionally, you can generate a pitch deck, landing page, and social graphics, as well as access a free directory of over 6,073 local business resources across 547 US cities. Entrepreneurship should be for everyone, not just the well-connected.
Droplink helps dropshippers find winning products, spy on competitors, and fulfill orders from one dashboard. It features AI-powered search, a product database with over 1 million products, and an ad library across Facebook, Instagram, TikTok, and Pinterest to validate demand and margins. Connect Shopify to import products with one click and ship through a supplier network offering fast 6-day delivery with no minimum order quantity. Track store revenues, monitor ads and products, and scale with 24/7 support.
AuraMetrics.io is a suite for GEO and AEO that helps your brand get cited by AI engines such as ChatGPT, Perplexity, and Google AI. It audits structured data, entity clarity, trust signals, and citability, assigns a GEO Visibility Score, and delivers a prioritized roadmap for improvement. By integrating GA4 and Search Console, you can measure AI traffic and monitor how LLMs discuss your brand through ongoing prompt tests and citation alerts.
Timerjoy offers free, browser-based timers, stopwatches, and countdowns so you can track time without downloads or sign-ups. Start quick presets for seconds, minutes, or hours, or build custom visual and classroom timers. The site also provides a world clock, time zone tools, date and age calculators, sunrise and sunset times, moon phases, and breathing and workout timers for HIIT, Tabata, and intervals.
AssetHQ provides a simple digital asset management platform for teams to store, organize, and share documents, images, and files. With an intuitive folder structure, tagging, and search, finding assets is fast. You can share with secure links, expiration dates, and permissions. Enjoy image previews, collections, and lightning-fast performance backed by enterprise-grade security. Start free and scale to a paid plan as your storage and team grow.
OneClickGenerator.io generates a privacy policy and a hosted support page for your mobile app using AI. Just type your app name and what it does—no templates and no legal expertise needed. Built for indie iOS and Android developers who need App Store and Google Play compliance without the headache.
Tindlo is a workflow OS where your calendar is your task board. Instead of switching between Asana for tasks, Google Calendar for scheduling, and Notion for docs, Tindlo puts everything on one timeline through multi-layer scheduling. Your team opens one screen and sees what to do, when to do it, and the context they need. Built for small teams of 2-20 people.
A free plan is available forever, and paid plans start at $7 per user per month.
Intel’s ready to work with Pearl Abyss to bring ARC GPU support to Crimson Desert – Update – Pearl Abyss has backtracked, confirming that they will support Intel ARC GPUs with future Crimson Desert game updates. Pearl Abyss’ newest PC hit, Crimson Desert, is incompatible with Intel ARC GPUs. The game does not boot on […]
The post Intel issues official statement on Crimson Desert ARC GPU incompatibility appeared first on OC3D.
Quasar Energy is a Dutch B2B platform for electrical installers, solar professionals, and energy market participants across NL, DE, and BE. PowerCalc AI generates IEC 60364-5-52 / NEN 1010 cable sizing reports and EN 50549 solar PV + battery reports as structured PDFs — correction factors, voltage drop, short-circuit withstand, PVGIS 5.2 irradiance data, and 25-year financial analysis. Quasar Intelligence delivers AI-generated EU energy market analytics from ENTSO-E data — day-ahead prices, generation mix, and cross-border flows for NL, DE, and BE. Both lines are pay-per-report. No subscription, no account, no software. Order, pay via Stripe, receive PDF by email in minutes.
EvoLink unifies access to leading chat, image, and video models through a single API key and endpoint. It delivers 99.9% uptime with automatic failover, real-time usage and cost tracking, and smart routing that can cut AI spend by up to 70%. Integrate in minutes using OpenAI, Anthropic, or Google-compatible formats, then call models like Claude, Gemini, Veo, Sora, Wan, and Nano Banana Pro without refactoring. Build production-grade workflows with low latency and predictable costs.
CallAgent provides AI phone agents that make and answer calls for your business. They follow up on new ad leads in seconds, qualify prospects, book appointments, confirm schedules, and run outbound campaigns at scale. You can connect a dedicated number, integrate calendars and CRMs, and trigger calls via API or webhooks. Monitor recordings, transcripts, and analytics in real time. CallAgent supports multilingual, natural conversations, 24/7 availability, and GDPR-grade security with pay-as-you-go and tiered plans.
Omnia shows how your brand appears across AI engines and tells you exactly what to do to improve it. We track share of voice, citations, competitor benchmarks, and visibility across AI search. Insights turns that data into prioritized, prompt-level tasks, indicating what content to create, what to improve, and where to get featured based on real citation data, brand authority, and category. Monitoring is the diagnosis, and Insights is the prescription. There are no dashboards collecting dust, just a clear plan to win AI visibility.
Looking to take the next step in your search marketing career?
Below, you will find the latest SEO, PPC, and digital marketing jobs at brands and agencies. We also include positions from previous weeks that are still open.
(Provided to Search Engine Land by SEOjobs.com)
(Provided to Search Engine Land by PPCjobs.com)
Digital Marketing Manager 10x Health System (Scottsdale, AZ)
Paid Ads/Growth Manager, Robert Half (Hybrid, Atlanta Metropolitan Area)
SEO Manager, Clutch (Remote)
Marketing Manager – SEO & GEO, Care.com (Hybrid, Austin Texas)
Digital Marketplace Manager, Venchi (Hybrid, New York, NY)
Advertising Media Manager, Vetoquinol USA (Remote)
Programmatic Advertising Manager, We Are Stellar (Remote)
Marketing Manager, Backstage (Remote)
Demand Generation Manager, Shoplift (Remote)
Search Engine Optimization Manager, Confidential (Hybrid, Miami-Fort Lauderdale Area)
Note: We update this post weekly. So make sure to bookmark this page and check back.
Intel says that it is listening to feedback Club386 has had the opportunity to talk with Intel’s Robert Hallock, the company’s VP and GM ot its “Enthusiast Channel”. When asked about the possibility of “a future where Intel sockets support more CPU generations, Hallock’s answer was simple: “I do. That’s it – I do”. Elaborating […]
The post Intel says “we are listening” when it comes to long-lived CPU sockets appeared first on OC3D.
As AI agents reshape how advertising platforms are used, Google is bringing focus toward the developers behind the systems and create content specifically for them.
What’s happening. Google’s Advertising and Measurement Developer Relations team has launched Ads DevCast, a bi-weekly vodcast and podcast hosted by Cory Liseno. The show focuses on technical deep dives across Google Ads, Google Analytics, Display & Video 360 and related tools.
Zoom out. This is a companion to Ads Decoded, hosted by Google Ads Liaison Ginny Marvin, which focuses on campaign strategy. Ads DevCast is explicitly built for developers and technical practitioners.
Driving the news. Episode 1 — “MCPs, Agents, and Ads. Oh My!” — centers on what Google calls the “agentic shift,” where AI agents are becoming primary users of advertising APIs.
Why we care. Ads DevCast gives developers a direct line to the engineers building Google’s ad tools, which should help stay ahead of technical changes, discover new capabilities faster, and build more efficient integrations in an increasingly AI-driven ecosystem.
The big picture. AI is expanding who can work with ad tech systems. Google is seeing a shift from a narrow “Ads Developer Community” to a broader “Ads Technical Community,” where marketers can execute technical tasks without full development cycles.
What’s next. Ads DevCast is a pilot, and Google is collecting feedback to shape future episodes.
Bottom line. Google is positioning Ads DevCast as a tool to give developers a front-row seat to Google’s latest ads innovations, with practical insights to build, test, and adapt faster in an AI-first landscape.
A new Google Merchant Center update changes how e-commerce sites must handle out-of-stock products, with direct implications for product approvals and ad performance.
What’s happening. Google now requires that out-of-stock products must still display a buy button, but it can no longer be active or hidden. Instead, the button must be visibly disabled and appear grayed out. In other words, users should be able to see the button, but not click it.
This marks a clear shift from common practices where retailers either left the “Add to Cart” button clickable or removed it entirely. Both approaches are now non-compliant.
How it works. In practical terms, the requirement is simple. The buy button must remain on the page, but its functionality needs to be turned off. Typically, this is done by applying a disabled state so the button becomes unclickable and visually subdued.
The catch. The button change is only part of the update. Google also expects clear availability messaging on the product page, such as “in stock,” “out of stock,” “pre-order,” or “back order.” This information must match exactly with what is submitted in the product feed.
Any inconsistency between the page and the feed can lead to disapprovals.
The bigger shift. This update removes a long-standing workaround used by many retailers. Previously, it was possible to keep selling out-of-stock products by leaving the purchase button active. That approach is no longer allowed.
If a retailer still wants to accept orders for unavailable items, the product must now be labeled as “back order.” This status needs to be reflected consistently across both the landing page and the feed.
Bottom line. What looks like a small UI requirement is actually a meaningful policy change. Retailers will need to review how they manage out-of-stock products and ensure their pages and feeds are fully aligned to avoid disruptions.
First seen. This update was spotted by Google shopping specialist who shared the his how to video on LinkedIn.
Dig deeper. About landing page requirements
Google is testing AI-generated review replies in Google Business Profile.
Why we care. Responding to reviews can impact conversions and trust. But generic AI replies could be risky and erode trust, especially on negative reviews where authenticity matters most. Response quality matters more than whether a business replies to reviews.
What it looks like. Here’s a screenshot:
The details. Google appears to be rolling out a limited test of Reply to reviews with AI inside Google Business Profile.
Early behavior. Some users report prompts focused on older, unanswered negative reviews.
First seen. The feature was first shared on LinkedIn by Chandan Mishra, a freelance local SEO specialist, and amplified by Darren Shaw, founder of Whitespark.
Google Chrome 146 fixes 26 security vulnerabilities but with no evidence of active exploitation so far. The update addresses three critical memory-related flaws, along with several high-risk issues impacting components like WebGL and the V8 JavaScript engine.
Wirewiki lets you explore internet infrastructure across domains, IPs, and DNS servers. You can search domain profiles, inspect IP addresses, and run lookups for DNS propagation, SPF, MX, TXT, reverse DNS, and website-to-IP. The platform helps you trace delegation paths, check zone transfers, and validate email sender records to troubleshoot issues or research setups. It's a quick way to answer routing questions and review how domains are configured.
Whether you're scaling a company or building a business, getting real value from AI is harder than it should be. Cuadra AI lets you build your own AI that continuously learns from your business, runs on any model, and works wherever your users are. You can synchronize your documents, Notion, or Google Drive, allowing your AI and knowledge to grow together. Connect with WhatsApp, Slack, SMS, or Telegram to meet your users where they already are. If you have a team, you can access your model in your own private workspace.
Google is testing AI-generated headline rewrites in Search results, describing it as a small, narrow experiment for now.
What’s happening. Google confirmed to The Verge (subscription required) that it’s testing AI-generated titles in traditional Search results, not just Discover.
One example showed Google replacing original headlines with shorter or reworded versions, sometimes changing tone or intent (e.g., reducing “I used the ‘cheat on everything’ AI tool and it didn’t help me cheat on anything” to “‘Cheat on everything’ AI tool.”).
Why we care. Google Search is already sending fewer clicks. Now you also have to contend with Google generating entirely new headlines with AI, risking changes to meaning, brand voice, and click-through rates.
Dig deeper. Google changed 76% of title tags in Q1 2025 – Here’s what that means
What they’re saying. Sean Hollister, senior editor at The Verge, wrote:
Title links. According to the Google Search Central section on title links, originally published in 2021:
Google’s generation of title links on the Google Search results page is completely automated and takes into account both the content of a page and references to it that appear on the web. The goal of the title link is to best represent and describe each result.
Google said it uses these sources to “automatically determine title links”
Login<title> elements<h1> elementsog:title meta tagsWebSite structured data What to watch. Google called this one of many routine experiments, but that’s no guarantee it stays small. The Verge noted a similar “experiment” in Discover later became a full feature.
Reaction. After seeing this news, Louisa Frahm, SEO director at ESPN, wrote on LinkedIn:
Intel is expected to launch its first “Big Battlemage” GPUs next week According to Videocardz, Intel is getting ready to launch its first “Big Battlemage” GPUs next week, on March 25th. Intel’s new GPUs are the ARC PRO B70 and the ARC PRO B65. Both of these GPUs feature 32GB of ECC GDDR6 memory, making […]
The post Intel ARC Pro B70 and B65 GPU release date and Specs Leak appeared first on OC3D.
RConnectFor, inspired by Larry Mitchell's The Faggots & Their Friends Between Revolutions, which states "Friendship was not an idea or a status you took for granted, but something you did over and over," is a web and mobile platform to support all stages of reconnecting with friends and community
RConnectfor, allows you to set personal goals to define your reasons for seeking deeper connections, offers customized activity list to ensure meaningful interactions, intelligent scheduling features to minimize decision fatigue about when and where to meet, organizational tools for managing social groups, and a community space to share stories and find inspiration for growth and collaboration.
StackForge is an AI-powered platform designed to accelerate the development of SaaS applications and modernize legacy systems. Its core capability lies in transforming high-level specifications and complex code, such as PL/SQL procedures, into production-ready codebases using modern technologies like Java Spring Boot on the backend. As a self-contained modernization engine, StackForge eliminates repetitive manual work by automating the generation of entities, repositories, and services from a structured JSON Schema mapping.
YouTube is where all sports come to life — because no sporting event or game would be complete without the commentary, breakdowns and analysis surrounding it. In 2025 al…AI won’t make SEO obsolete, but it’ll change how the work gets done. There’s a growing concern that as AI systems improve, they’ll replace the need for human SEO analysis entirely. Early experiments suggest otherwise.
While AI can assist with technical tasks and even generate usable outputs, it still depends heavily on detailed human input, structured data, and technical oversight to produce meaningful results.
The real shift is toward redistribution. AI is accelerating parts of the workflow, raising the bar for execution, and changing where human expertise matters most.
AI aims to reduce the need for semi-technical expertise. Where data is highly structured (e.g., coding a Python script), it has an advantage.
Even then, human expertise is still required. AI can generate scripts, but without detailed instructions and debugging, the output is often unusable.
Generative AI can produce working functions with strong prompts, but it still “thinks” like a machine. That’s why technical practitioners are best positioned to get the most from it.
Technical knowledge is also required for AI-assisted SEO tasks like generating product descriptions or alt text at scale. Even with tools like OpenAI’s API, you still need to transform and structure data into rich, usable prompts — for example, turning Product Information Management data into prompt-ready inputs.
AI depends on human instructions, and output quality reflects input quality. Thinking in structured terms — IDs, classes, and distinct entities — is key to getting reliable results. It’s what makes the output usable.
That makes prompt creation a critical skill. Employers should factor in technical expertise when using AI to drive efficiency.
However, don’t celebrate too soon.
As AI evolves and absorbs more information, this advantage may be temporary. For now, AI still depends on human expertise to function — which is why SEO isn’t obsolete.
Data is both AI’s strength and weakness.
Early generative AI models relied on curated data within their LLMs. OpenAI’s models couldn’t perform web searches up to and including GPT-4. After GPT-4, AI systems began relying less on internal data and more on web searches for fresh information.
Because the web isn’t curated and contains a lot of misinformation, this initially represented a step backward for most AI tools, including ChatGPT and Gemini. This shift also mirrors how traditional algorithms rely on raw information.
This raises a key question: Is more information always better for AI?
The open web contains both empirical data and subjective opinion, and AI often can’t distinguish between the two. Giving it access to uncurated data has arguably caused more errors and issues in its outputs.
Finding the right balance of data remains a challenge. How much data helps or harms performance, and how much curation is needed? While developers continue refining LLMs and connected systems, users still need to load up prompts with as much detail as possible to offset how AI sources and evaluates information.
These limitations highlight a core issue: without structured input and human judgment, AI struggles to produce reliable SEO insights.
Dig deeper: 6 guiding principles to leverage AI for SEO content production
Basic AI tools can assist with SEO tasks, but full automation is far more complex than it sounds.
That said, AI platforms and technologies are evolving rapidly. The first wave of this evolution came as organizations began producing AI agent platforms like Make, N8N, and MindStudio.
These platforms provide a canvas for automating workflows, combining inputs, outputs, and AI-driven decision-making. Used well, they can turn from-scratch content creation into structured editorial processes, with efficiency gains that can be significant.
However, applying this to real-world SEO work is where complexity sets in. A full technical SEO audit pulls from multiple data sources and environments — crawl data, browser-level diagnostics, and desktop tools.
While parts can be automated, stitching everything together into a reliable, end-to-end workflow is difficult and often requires custom infrastructure, API work, and ongoing maintenance.
Even with platforms like N8N, full end-to-end automation of complex SEO tasks remains challenging. Simpler, checklist-style audits can be automated, but deeper, more technical work often needs to be simplified to fit automation — which isn’t advisable.
In practice, fully automating SEO at depth requires tradeoffs — which is why human expertise is still critical.
Dig deeper: AI agents in SEO: A practical workflow walkthrough
More recently, there’s been a wave of local AI applications that let you create your own “brain” on a laptop or desktop. These tools are often code editors with support for popular AI models, along with local structures for saving reusable skills, similar to Claude Projects or ChatGPT Custom GPTs.
Tools like Cursor and Claude Code allow you to connect models, generate code, and automate parts of workflows through prompts.
It’s possible to use these technologies to vibecode a system that automates a technical SEO audit. I attempted this. While the capability exists, building a system that matches the depth and quality of a manual audit could take months, especially when handling large volumes of data.
Initial issues included memory limitations, where AI struggled to retain both the data and its detailed instructions. In some cases, outputs were also misweighted — for example, flagging missing H1s as critical despite finding no instances.
These issues could be resolved over time, but they highlight that these tools aren’t automatic shortcuts. Making effective use of them still requires technical expertise, time, testing, and troubleshooting.
They lower the barrier to building AI-driven systems, but they don’t eliminate the need for technical expertise. They simply shift the work.
For SEO to become obsolete, AI would need to operate independently, reliably, and at scale — without human correction. Generative AI can only act with human input, and it struggles to differentiate between fact and fiction.
Some algorithms have reached their limits in terms of commercial viability. This is arguably why Google is trying to convince us that links are redundant before they truly are.
Consider AI as an evolution of algorithmic output. These systems can attempt to make analytical determinations based on input data. However, the idea that feeding AI more and more data is an unrestricted path to success is already running into significant limitations.
This doesn’t mean technical analysts are entirely safe. Humanity’s ambition for faster, more efficient insights will continue. Initially, AI will be seen as the solution to everything. If one AI falls short, another can critique its results.
However, AI requires significant processing power. The real challenge will be finding the balance between AI and simpler algorithms. Algorithms should handle basic tasks, while AI should be used for analysis and insights.
This balance between AI and algorithmic efficiency is still years — perhaps decades — away. Only then will AI truly test SEO professionals and create the potential for redundancies.
AI’s learning is hindered by the web’s misinformation, providing SEO professionals with temporary insulation. This advantage won’t last forever, but it offers a valuable head start.
Dig deeper: How AI will affect the future of search
There are also limitations tied to how society adopts AI. Many technological innovations — like the internet and the calculator — were initially considered “cheating.”
Calculators were banned from exam rooms, and the internet was seen as a shortcut compared to traditional research. Yet those perceptions didn’t last.
Most technologies, despite rapid advancement, aren’t adopted quickly due to cost and social factors. We value human perspective and often resist tools that threaten how we think or work.
The main barrier to AI replacing us is how we perceive it. As long as it’s seen as a threat to our ability to provide, it won’t fully replace human roles. That perception, however, will change over time.
As these technologies become normalized, adoption will follow. Governments will adapt, and expectations around human creativity will continue to evolve.
Algorithms and Google didn’t end human interaction on the web, and AI won’t eliminate contributions from people. In the medium to long term, adaptation is inevitable.
Dig deeper: How to start an SEO program from scratch in the AI age
AI bots could outnumber humans on the web by 2027, according to Cloudflare CEO Matthew Prince, as agent-driven browsing explodes alongside generative AI adoption.
Why we care. Search is shifting from human clicks to AI-generated answers. If bots become the web’s primary “users,” you’ll need to reshape your strategy to ensure AI systems can access, trust, and use your content.
The details. Prince said AI agents generate far more web activity than humans because they gather information differently. A person shopping might visit five sites. An AI agent could hit thousands.
He also noted the web’s baseline is shifting fast.
Prince said this growth isn’t spiking like COVID-era traffic. It’s rising steadily with no end in sight.
Between the lines. Prince compared AI to past shifts like mobile and social. The difference: users may no longer visit websites directly. Instead, they rely on AI interfaces that aggregate and answer.
AI sandboxes. AI agents also change how computing works behind the scenes. Prince described a future where “sandboxes” — temporary environments for AI agents — spin up and shut down instantly, potentially millions of times per second.
The result: sustained pressure on internet infrastructure.
The business impact. Companies are already split on how to respond to AI agents. Prince pointed to diverging strategies across major retailers.
At the core is a bigger risk: losing the customer relationship.
For publishers. Prince argued AI could both hurt and help media. While AI reduces direct traffic and breaks ad-based models, AI companies need unique, original data — especially local and hard-to-replicate information — and may pay for it.
He pointed to local media as an example.
For small businesses. Prince was more blunt. AI agents optimize for price, quality and efficiency — not brand loyalty or proximity.
That could erode traditional advantages.
What to watch. The next phase of the web will hinge on control and compensation. Prince said:
Prince said the core question is still unresolved:
The SXSW interview. The Internet After Search
You could be ranking in Position 1 and still be completely invisible.
I know that sounds counterintuitive. But here’s what’s actually happening:
A potential customer opens ChatGPT or Perplexity and asks, “What’s the best [tool/agency/platform] for [your category]?” Your competitor gets mentioned. You don’t. Your No. 1 ranking did absolutely nothing to help you.
This is the new SEO reality, and it’s catching many smart marketers off guard.
LLMs synthesize consensus across multiple sources, rather than relying on a single source. This means you need corroborating mentions distributed across the web. The game has shifted from ranking to consensus, and if you don’t understand that difference, you’re already losing ground.
Let me break down what’s actually happening and, more importantly, what you can do about it.
Traditional SEO had a clear logic: rank high, get clicks, drive traffic. In this retrieval-based system, Google found pages and users chose which ones to visit.
AI-driven search doesn’t work that way. Systems like Google’s AI Overviews, ChatGPT, and Perplexity are now constructing answers. They pull from dozens of sources, identify which claims appear consistently across credible publishers, and synthesize a single response.
The data backs up just how significant this shift is: organic CTRs for queries featuring AI Overviews have dropped 61% since mid-2024. Even on queries without AI Overviews, organic CTRs fell 41%. Users are simply clicking less, everywhere.
The technical engine behind this is retrieval-augmented generation (RAG). The AI retrieves content from across the web, gathers potentially dozens of sources, identifies the claims that repeat most consistently across credible publishers, and generates a response based on that consensus.
Your goal isn’t just to publish a great page. It’s to be one of those sources. Repeatedly.
Think of the consensus layer as the degree to which multiple AI systems produce consistent, repeatable outputs about your brand. It’s about pattern recognition at scale.
When AI systems encounter your brand described the same way across multiple credible sources, in the same category, with the same expertise, and with the same problems you solve, they build confidence. When they don’t see that pattern? You become a statistical outlier, and outliers get filtered out.
This happens because AI systems are engineered to prevent hallucinations. Their primary defense is corroboration: if multiple independent sources say the same thing, the AI assigns higher confidence to that claim. If only one source says it, the AI can become cautious or ignore it entirely.
This creates a rule most marketers haven’t fully internalized yet: isolated authority isn’t enough. You need distributed credibility.
I’ve seen this firsthand. A client ranking first for a competitive keyword, with solid traffic and strong domain authority, was invisible across ChatGPT. Why? Because that page existed in isolation. No corroboration, no distributed mentions, no external validation.
As Will Scott wrote: “Brands aren’t losing visibility because they dropped from position three to seven. They’re losing it because they were never cited in the AI answer at all.”
Dig deeper: The infinite tail: When search demand moves beyond keywords
So what signals do AI systems actually use? Here’s where to focus your energy.
Backlinks, domain authority, and topical depth remain foundational. But they’re no longer sufficient on their own. They get you in the game; consensus is what wins it.
AI systems scan the web for brand references, even when those mentions aren’t linked. Unlinked mentions are growing in importance as signals for both traditional search and AI visibility. A mention in an industry publication with no link is still a consensus signal.
Nearly 9 out of 10 webpages cited by ChatGPT appear outside the top 20 organic results for the same queries, per a Semrush study. This tells you everything you need to know about how different this game is.
Being mentioned repeatedly on the same domain doesn’t build consensus. Being mentioned across a range of credible, independent publishers does.
Diversity tells AI systems your authority isn’t contained to one corner of the web. It’s recognized broadly across your industry.
Reddit, Quora, and niche forums are becoming major consensus signals. AI systems increasingly pull from community discussions because they represent real user opinions and experiences.
With Reddit dominating the SERPs, positive brand mentions in relevant subreddits contribute meaningfully to how AI systems perceive you. You can’t fake your way into genuine community trust, you have to earn it.
Search engines use knowledge graphs to understand entities and how they relate to each other. If your brand is inconsistently described across platforms or your category is ambiguous, AI systems struggle to incorporate you into their answers.
Structured data, schema markup, and JSON-LD are critical here. Google has explicitly stated that “structured data is critical for modern search engines.” The clearer your entity profile, the easier it is for AI to retrieve and cite you.
Alright, let’s get tactical. Before you start building, you need to know where you stand.
Open ChatGPT, Perplexity, Gemini, and Google AI Overviews, and start asking questions the way your customers would.
Pay attention to three things:
You may find outdated information, missing context, or, worse, a competitor owning the narrative in your category entirely.
This audit becomes your baseline. It tells you what gaps to close, what misinformation to correct, and where your consensus footprint is weakest. Only once you know that, should you start building.
Your site needs to be technically sound and semantically clear. Use structured data. Establish explicit entity definitions, who you are, what you do, and what problems you solve. Reinforce those same entities and relationships across multiple pages within your site.
Topic clusters, pillar pages supported by related subtopic content, create semantic reinforcement that signals depth and expertise. Without a strong foundation, nothing else sticks.
Press coverage, guest posts, podcast appearances, and expert citations distribute your authority across the web. More than links, digital PR is now about narrative control.
One placement won’t move the needle. A sustained, coordinated presence across trusted publications will. Monitor your brand-to-links ratio, unlinked mentions alongside traditional link building is now the balanced strategy to pursue.
This is the highest-leverage consensus tactic most brands are underinvesting in. When you create genuinely novel data, an industry benchmark, a proprietary survey, original research, other publishers reference it naturally, journalists cite it, and AI systems incorporate it into answers. Establish yourself as the source for benchmark data in your niche, and you’ll earn citations for years.
AI systems are trained on vast amounts of text, including articles, research, and interviews. When your team members are consistently positioned as recognized experts, quoted in articles, cited in reports, and contributing bylined pieces, they become recognized entities that AI systems trust. Optimize author profiles with structured data, consistent bylines, and entity markup to reinforce this.
This doesn’t mean dropping links in Reddit threads. It means answering questions, contributing knowledge, and building a reputation where your audience already hangs out.
When users recommend your brand organically because they find it genuinely valuable, that’s your strongest consensus signal.
Dig deeper: Why surface-level SEO tactics won’t build lasting AI search visibility
Traditional rankings tell you where you stand in search results. They don’t tell you whether AI systems are citing you. You need new metrics, and as more SEOs are recognizing, success metrics are shifting from clicks and traffic to visibility and share of voice.
Start by systematically testing high-value queries across Google AI Overviews, ChatGPT, Perplexity, and Gemini. Note when your brand appears, how it’s described, and which sources get cited alongside you.
Track share of voice in AI responses, how often your brand gets mentioned relative to competitors in AI-generated answers. If competitors are consistently appearing and you’re not, you’re losing the consensus battle regardless of how your rankings look.
Also monitor cross-domain mention density (how many unique domains reference your brand) and entity co-occurrence (how often your brand appears alongside relevant topics, competitors, and concepts). These give you a real picture of your consensus footprint and where the gaps are.
The brands winning in AI-driven search aren’t necessarily the ones with the best content or the highest domain authority. They’re the ones building distributed credibility, authority that appears consistently across owned media, earned media, and community platforms.
As Google’s Danny Sullivan said, “Good SEO is good GEO.” The fundamentals haven’t disappeared, but they’re now table stakes, not differentiators. The new formula is: authority + consensus + distribution.
Integrate SEO, digital PR, and community engagement into one cohesive strategy. Building a distributed network of authority, mentions, citations, and community validation that takes time to construct, and is nearly impossible for competitors to dismantle overnight.
That’s the visibility moat worth building, and the clock is ticking.
Dig deeper: Content alone isn’t enough: Why SEO now requires distribution
Competitor Analyzer helps marketers track and analyze competitors' social media across Facebook, Instagram, and X. You can use a unified dashboard to compare engagement rates, content performance, posting frequency, and audience growth over time. Monitor trends with historical data and receive AI-powered insights and alerts that surface actionable opportunities while maintaining secure data controls.
Adobe will shut down the SEO feature in Marketo Engage at the end of March 2026, according to its February 2026 release notes.
The tool will be deprecated on March 31, and you must export any existing SEO data before then. (This page includes links to the export instructions.) The SEO tile will be removed from the platform on April 1.
What happened?
Adobe’s Keith Gluck said deprecating low-use features lets the Marketo Engage team focus on other areas of the platform. For your SEO needs, Adobe announced in 2025 that it was acquiring Semrush, a full-featured SEO and visibility tool. (Reminder: Semrush owns Third Door Media, the publisher of Search Engine Land.)
The deprecation came as no surprise if you follow Marketo news closely. Reports suggest few people fully configured the SEO tool, and its features didn’t seem to be a priority for the Marketo Engage product team in recent years.
With LLMs rapidly changing the search landscape, it was time to say goodbye. The arrival of Semrush into the Adobe family provided the perfect opportunity.
If your law firm’s referrals aren’t converting, validation may be the problem.
Referred prospects don’t go straight from recommendation to contact. They research, compare, and verify what they were told — on your website, in search results, and through AI tools.
These are your highest-value leads — pre-sold through trusted recommendations and expected to be your easiest conversions. But when that validation falls short, even they lose momentum.
This is the referral validation gap: the moments during online research when trust is broken rather than built. Here’s where referral validation fails and how to fix it.
While this article focuses on law firms, the same dynamics apply to any referral-based business.
Referral loss follows predictable patterns — and once you can spot them, you can fix them.
In under three seconds, a website visitor forms a first impression. If your site doesn’t immediately validate what the referrer said about you — if it looks outdated, generic, or fails to showcase the specific expertise they praised — that trust becomes conditional.
A referred prospect arrives expecting professionalism, confidence, and authority, only to encounter uncertainty. Thin attorney bios, generic claims (“experienced,” “trusted,” “results-driven”) without proof, or outdated design can all create hesitation.
The referral earned you consideration. Your digital presence determines what happens next.
The prospect’s reaction is simple: This doesn’t look like what I was expecting. That moment of doubt is often enough to end the process.
What you can do about it
Implement practice area-specific landing pages with targeted H1s, schema markup for your specialties, and prominent visual trust signals (credentials, case results, awards) above the fold. Ensure mobile page speed stays under two seconds with Core Web Vitals optimization.
Referrals are almost always problem-specific. The website they’re referred to rarely is.
Imagine a prospect referred for a complex custody dispute lands on a homepage about “family law.” A business owner referred for a ground lease negotiation sees “commercial real estate services.”
Nothing is technically wrong. But nothing confirms the recommendation. When a site fails to mirror the exact issue that prompted the referral, the prospect starts to question it: Does this firm actually specialize in my problem, or was the referral overstated?
At the same time, prospects are actively looking for proof — case results, credentials, relevant experience. If that evidence is buried, disconnected, or requires more than two clicks to find, momentum drops quickly.
What you can do about it
Create practice area-specific case study pages with structured data markup. Implement FAQ schema tied to common referral scenarios. Ensure content directly reflects the search intent behind the referral, and use internal linking to guide visitors from homepage → specific expertise → proof points within two clicks.
Referral prospects are asking questions like: “Is this firm actually good at complex custody cases?” or “Do they have experience with ground lease negotiations in New York?” — increasingly through AI search tools.
If AI tools can’t find credible, structured information on your site to validate the referral, they won’t confirm it. And if competitors provide clearer answers, those are the sources AI will surface. This creates an immediate form of negative validation. The prospect starts to question the recommendation: If they’re so good, why aren’t they showing up here?
If a competitor has invested in content that’s structured for citation, the AI will quote them, reference their work, and position them as the authority, even though the prospect came to you through a trusted referral. You can’t claim authority. AI systems will either confirm or contradict it.
What to do about it
Forward-thinking firms are now monitoring a new metric: AI search share of voice — the percentage of relevant AI-generated answers that mention or cite your firm compared to competitors. Start by:
If your firm’s content, credentials, and case results aren’t structured for AI parsing and citation, you’re invisible in these crucial validation moments regardless of how strong the initial referral was. Once you’ve identified where your competitors are outperforming you, create in-depth topic clusters around your specialties, and build authoritative content that answers the questions prospects ask AI tools.
Friction gaps occur after trust has already been established, but conversion still hasn’t happened. Common examples include:
At this stage, prospects are ready to act. But any delay introduces doubt and gives them time to reconsider or move on. You’ve earned the referral. Your site validated your expertise. The prospect is ready to hire you — but can’t quickly figure out how to take the next step.
This is the final failure point in the referral validation gap: when a motivated, pre-sold prospect abandons because the conversion path is unclear, inconvenient, or unnecessarily complicated. You need to remove every obstacle between “I want to hire this firm” and “I’ve made contact.”
What to do about it
A referred prospect should be able to answer these questions within three seconds of landing on any page:
Test it yourself: open your site on your phone and start a timer. Can you initiate contact within a few seconds without scrolling? Try it from a homepage, attorney bio, and practice area page. If the answer is no, you’re losing prospects at the finish line.
Closing the referral validation gap doesn’t require a complete digital overhaul on day one. Strategic, phased implementation will allow you to see quick wins while building toward comprehensive optimization. Let’s look at the steps you can take.
These are some changes that require minimal investment but can immediately reduce referral abandonment:
These initiatives can require more investment but, over time, can generate a sustainable competitive advantage:
These strategic initiatives can position your firm for sustained advantage in an AI-driven search environment:
But, most importantly, don’t let this roadmap overwhelm you. The firms that successfully close the referral validation gap don’t do it by accomplishing everything all at once. Instead, they start with a single, crucial decision: acknowledging that the gap exists. And then they take the first step to fix it.
Once you accept that your best leads are researching you — on your website and through AI tools — and making judgments based on what they find (or don’t find), your path forward for fixing that gap will become clear.
Prospects are getting their answers without ever visiting your website. The gap between digital presence and digital authority is widening — and for firms that wait, it becomes unbridgeable.
Closing the referral validation gap isn’t just about improving conversion rates. It means:
Firms that master this will pull ahead. Those that don’t will watch their best leads slip away — one validation failure at a time.
A referral gets you consideration. Your digital presence determines what happens next. Closing the referral validation gap turns trust into conversion.
Intel reportedly plans 10% CPU price hike at the end of this month According to a report from ETNews, Intel has informed its customers about a price hike that will apply to “most major products” in its CPU lineup at the end of this month. CPU prices will reportedly rise by 10%, placing greater cost […]
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Intel’s Precompiled Shader Distribution is exclusive to Xe2 and newer ARC GPUs Intel has confirmed that its Precompiled Shader Distribution technology will be exclusive to its ARC Xe2 and newer GPU architectures. Specifically, it’s coming to Core Ultra 3/200V series CPUs and Intel’s ARC B-series discrete GPUs. As for Intel’s ARC Alchemist A-series GPUs, they […]
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SEO has moved past shortcuts and quick wins. What drives results now isn’t just content — it’s content that earns attention, builds trust, and converts.
Storytelling plays a direct role in that. Used well, it can improve engagement signals, strengthen relevance, and turn traffic into action.
Here are seven storytelling techniques to apply in your business blog.
Use these to shape how your content flows, from the opening hook to the final call to action.
T.S. Eliot put it simply: “If you start with a bang, you won’t end with a whimper.”
Many modern authors recommend starting a story in the middle of the action and letting readers catch up. But how does that apply when you’re writing a B2B or B2C blog?
You can still hook your reader, just with different techniques:
Don’t be afraid to combine these techniques in your blog posts. If you struggle with what to come up with, a success story is always a great way to begin a B2B blog. Empathizing with a reader’s issues, then promising a solution, works for both B2B and B2C blogs.
Stories are full of foreshadowing: hints that something’s going to happen, language that immerses the reader in the genre, and elements that build suspense.
To get a reader excited about your blog, build suspense with the same techniques. Use phrases like “You will learn…” or “You will discover…,” tell them what you’re going to tell them, and use compelling language throughout.
This is particularly important the first time you mention a keyword. Why? Because regardless of what you write for a meta description, Google often ignores it and uses text from the page instead — most commonly where a keyword is first mentioned. If this is part of a promise stating what your article, product, or business solution will deliver, this will improve your CTR.
Dig deeper: 5 behavioral strategies to make your content more engaging
Fiction writers spend a lot of time debating whether to write in first person (I/me) or third person (they/he/she). You have the option of the second person (you), but don’t always take full advantage of it.
Using “you” rather than “our” can make your content feel more direct and personal. Consider which of these resonates with you most strongly:
While “you” is important, another largely overlooked word is “my,” at least when it comes to calls to action (CTAs). In a story, you imagine yourself as the hero. In a business blog, using “my” evokes the same feeling — this action is meant for you. It won’t work for every CTA, so experiment with it, monitor the results, and you may be surprised by the outcome.
Authors are sometimes told to “kill your darlings,” meaning to remove extraneous characters or even whole chapters. Your blog must do the same. For each paragraph, ask yourself if it achieves one of the following:
If a paragraph doesn’t advance, engage, or persuade, ask yourself if you can delete it.
Dig deeper: How to align your SEO strategy with the stages of buyer intent
If a potential customer relates to the problem you describe, you’re off to a good start. If they can imagine using your product or service, you’re halfway there.
Not every blog needs to present a solution. But if your blog convinces readers they need your solution, it will increase conversions.
Author Jessica Brody puts it this way:
To fully embrace storytelling in your blog, create a three-act story. Here’s one way you could achieve this:
Dig deeper: How to apply ‘They Ask, You Answer’ to SEO and AI visibility
Even professional authors say some version of “Your first draft will suck.” Don’t expect perfection when you start writing. You have the luxury of revising your work.
Once you finish your first draft of your business blog, you know what you want to say, along with the structure and main points. Editing is where you decide how to say it.
When you’ve finished editing, you’ll have a polished blog that tells a story, engages your reader, and generates conversions.
These techniques make your content more effective, and their impact shows up in performance. Evaluate content using measurable outcomes to reduce subjectivity and ensure it supports your business goals.
As you experiment with storytelling in your business blog, measure:
You can measure the first three in Google Search Console. You can measure the last two in Google Analytics. These metrics give you concrete data to compare content and assign financial value.
With experimentation, you won’t just tell a better story — you’ll drive measurable traffic and conversions.
Crimson Desert doesn’t run on Intel ARC GPUs – Gamers told to get a refund Crimson Desert is now available on PC, and it doesn’t run on Intel ARC graphics cards. When gamers try to run the game with Intel ARC graphics, they are greeted with a “The graphics device is currently not supported” error […]
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OrchestrAI helps engineers move from prototype to production by automating code quality, security, compliance, documentation, testing, and orchestration. It analyzes your codebase to find issues, maps them to standards like OWASP and CWE, and generates fixes with pull requests ready for review.
OrchestrAI also keeps documentation up to date, creates comprehensive test suites across popular languages, and adds instrumentation for analytics and observability, allowing teams to ship reliable, compliant software faster.
Cleanlist is the GTM playbook engine that turns messy lead data into action. It enriches emails and phone numbers via a 15+ provider waterfall, verifies deliverability, adds firmographic context, and syncs results to your CRM and sales engagement tools in real time. ICP scoring, routing, and intent signals help you focus on accounts that convert.
Use the Chrome extension, Sales Navigator import, or CSV upload to extract contacts. Then launch pre-built playbooks for outbound, ABM, events, and CRM cleanup with simple credit-based pricing.
PodShrink uses AI to condense full-length podcast episodes into concise, narrated audio summaries. You can choose your duration, voice, and language, then hit play to get key insights without the filler.
Search millions of shows, generate 1 to 10 minute briefs in under two minutes, and listen in nine languages with 12 premium voices. Stream in your browser or save summaries to your library to reclaim hours each week while staying fully informed.
Valura.ai is a client-facing wealth platform built to simplify investing from planning to execution to monitoring. We solve three core frictions: high minimum ticket sizes, confusing product choices, and fragmented accounts across multiple providers. Valura enables fractional participation through regulated micro-units, guides users with a quantified goal-based roadmap that includes monthly targets, risk level, and product mix, and consolidates visibility and control through a single command center that connects to multiple brokers and custodians. The result is a simpler, more disciplined investing experience designed for modern investors.
Push events and chat with Claude Code via Telegram & Discord
Create ads with AI actors that look truly human
Your repository becomes your agent
Instant Privacy & Screen Blur
Turn your Mac's top edge into a hidden command center
Full-stack vibe coding powered by Antigravity + Firebase
The Mac cleaner built for developers
A Gmail with clearer inbox, focused writing, less noise
Mindful screen time for macOS without blocking apps
Stop bridging the design-to-code gap, close it
AI-Powered Mac System Data Cleaner
Agent that collects feedback across multiple platforms
Knowledge Sharing for AI Agents
The Ultimate Sheet Music Library Solution
One place for all your AI skills
See how developers really experience your product
Build Figma plugins with just a prompt
Build modern client portals for service businesses
A better Quick Look: code, Markdown, Mermaid, SQLite & more
Fast, token-efficient frontier-level coding model
turn your backend into a chat app instantly
Speak like you always know what to say
Everything you need to build your own membership
Utterly brings fast, private speech-to-text to iPhone, iPad, and Mac. It runs fully on device with no accounts or cloud, supporting 26 languages for meetings, lectures, interviews, and notes. Use live transcription and captions, dictate polished text, or transcribe audio files and system audio. Start free or unlock unlimited file transcription and more with Pro or a lifetime license.
CouncilDesk aggregates opinions from several leading AI models, conducts a blind peer review, and delivers a consensus verdict on your decisions, tasks, and presentations. You pose a question or upload materials to get independent recommendations; a designated "chairperson" then formulates the final strategy and action plan.
The platform integrates with OpenRouter, Together AI, Groq, OpenAI, XAI, and local APIs, and supports cloud sync and use of your own API keys. A free tier offers 10 "councils" per month, while Premium allows unlimited access.
Claudify is an operating system for Claude Code that adds 1,727 skills, 9 agents, and persistent memory to your development workflow. It works across editors and terminals including Cursor, Windsurf, VS Code, Warp, and the standard terminal, so you install it once and use it everywhere. Claudify lets Claude Code execute real tasks, remember context, and coordinate agents to build, refactor, and automate from your own stack while you keep control of your setup.
Edunation is a digital platform that connects teachers, students, and parents while simplifying school operations. Schools manage classes, schedules, resources, assignments, grading, and attendance in one place, with messaging, announcements, and push notifications to keep everyone aligned. The platform supports analytics for data-driven decisions, fee plans and invoices, and secure consent management. Students get guided learning paths and progress tracking, while AI helps generate quizzes and assist grading.
BillionVerify provides an AI-native email verification API that delivers 99.9% SMTP-level accuracy in under 300 ms. It integrates with MCP for Claude and Cursor, LangChain, CrewAI, and leading marketing platforms. Use it to validate signups, clean prospect lists, and protect sender reputation with spam-trap, disposable, catch-all, and role-based detection. BillionVerify scales from real-time checks to bulk processing with 99.99% uptime and global coverage.
NUVC uses multiple AI agents to analyze your pitch deck in 60 seconds. It extracts key signals, scores you across five investment lenses with a NuScore visible to founders, prioritizes red flags, and stress-tests your financials. You get clear next steps and a path to fundability, plus matches to thesis-aligned investors when you hit the bar.
Calibrated on 180+ real VC memos and used by thousands of investors, NUVC keeps your deck private and encrypted and delivers a concise report with actionable fixes.
Users will be able to press a button to get an AI-generated summary of the key points of any long-form article posted in the app.
The downvotes, which will only be available on post replies, will help X train its ranking algorithms.
The Edits team has also added some new cinematic effects and editing options.
TikTok is also launching a new #BookTok label that can be added to books in stores.
The platform says that advertisers are seeing significantly improved results when they use its AI targeting tools.
Meta says that its AI systems are getting much better at performing moderation tasks.
UNTILL is a social wellness and productivity app that rewards time spent offline. It gamifies and quantifies intentional unscreened activities, lets you stay connected with others, earn points, and uses positive reinforcement with social accountability to build healthier habits. The platform has no ads and is opt-in by design, giving you control over your time and data.
Flowlines is an observability and memory layer for production AI agents. It helps teams understand why their agents fail and prevents the same mistakes from happening again. Flowlines captures every LLM call as structured traces and highlights issues like context loss, inconsistent behavior, and user frustration. It extracts structured memory from these interactions and feeds it back into your agent to improve performance over time. Install a lightweight SDK (Node.js or Python), monitor sessions in real time, and turn every interaction into persistent state your agent can use.
AMD’s FSR 4.1 upscaler is now available with AMD Software 25.6.1 With the release of AMD Software 26.3.1, the company has officially launched its FSR 4.1 ML upscaler. This new FSR release uses the same neural network foundation as Sony’s new/improved PSSR upscaler, which recently became available to PlayStation 5 Pro owners. This new driver […]
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As technology companies, we are deeply concerned about the breakdown in EU negotiations to secure the continued protection of minors against child sexual abuse. Allowing…
River puts an AI sales employee on your website who video calls visitors the moment they’re curious. It personalizes conversations by industry and role, answers product and pricing questions, handles objections, and speaks any language to convert interest into action.
River qualifies buyers, books meetings or closes deals on the spot, follows up with documents and next steps, logs every conversation, and only routes high-intent buyers to your team, helping you capture more pipeline without slow forms or follow-ups.
Walmart said conversion rates for purchases made directly inside ChatGPT were three times lower than when users clicked through to its website.
Why we care. This suggests agentic commerce isn’t ready to replace traditional shopping. Sending users to owned environments still drives higher conversion rates.
The details. Starting in November, Walmart offered about 200,000 products through OpenAI’s Instant Checkout. Users could complete purchases inside ChatGPT without visiting Walmart’s site.
Goodbye, Instant Checkout. Instant Checkout was designed to let users complete purchases directly inside ChatGPT without visiting a retailer’s website. However, earlier this month, OpenAI confirmed it was phasing out Instant Checkout in favor of app-based checkout handled by merchants.
What’s changing. Walmart will embed its own chatbot, Sparky, inside ChatGPT. Users will log into Walmart, sync carts across platforms, and complete purchases within Walmart’s system.
The WIRED report. Why Walmart and OpenAI Are Shaking Up Their Agentic Shopping Deal (subscription required)
HejBit is a backup solution for Nextcloud that stores files on decentralized Swarm storage instead of a single server. Instead of relying on traditional cloud providers, it distributes encrypted data across the network, giving users another way to protect their files while keeping control over where they are stored.
We're currently running an early adopter program and looking for Nextcloud users who want to test decentralized backups in real environments. The goal is to gather feedback, improve the product, and better understand how decentralized storage fits into everyday Nextcloud setups.
ClawStreet is a platform where autonomous AI agents reason, plan, and trade stocks with zero human intervention. Agents register themselves, analyze real market data with 15+ technical indicators (RSI, MACD, Bollinger Bands, etc.), and execute trades autonomously. It is built on the OpenClaw framework or lets you roll your own agentic workflow. Paper trading only, so there is no financial risk.
Compatible agents include OpenClaw, NemoClaw, NanoClaw, ZeroClaw, Nanobot, PicoClaw, Clearl, Cursor Automation, or you can build your own with any language or LLM.
Nvidia has upgraded GeForce Now with a 90 FPS VR mode and has added support for several new games Nvidia has upgraded its GeForce Now service for Ultimate Members, adding a new 90 FPS gameplay mode for users of VR headsets. This includes Apple’s Vision Pro, Meta Quest devices, and Pico devices. Users can create […]
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Perplexity’s new Comet browser for iOS defaults to Google Search. That’s because mobile queries often focus on navigation, local results, and transactions, where “Google does a much better job … than anyone else … including Perplexity,” according to Perplexity CEO Aravind Srinivas.
Comet for iOS. It includes Perplexity’s AI assistant directly in the browser. Comet for iOS also blends AI answers with standard search results. For many queries, you’ll still see a traditional results page.
What Comet does. According to Perplexity, the assistant can act on your behalf. Examples include:
What Perplexity is saying.
Why we care. The near future of search increasingly looks hybrid, which means you’ll need to optimize for traditional Google results and AI-driven answers. This also reinforces Google’s dominance in commercial and local search while shifting competition to the AI layer.
The announcement. Comet is Now available on iOS
Microsoft is changing how advertisers configure automated bidding, aiming to reduce complexity while keeping performance outcomes the same.
What’s happening. The platform is streamlining its bidding options by folding familiar targets like Target CPA and Target ROAS into broader automated strategies rather than standalone campaign settings.
Going forward, advertisers will choose between two core approaches: Maximize Conversions or Maximize Conversion Value, with optional targets layered on top.
How it works. For conversion-focused campaigns, advertisers select Maximize Conversions and can optionally set a target CPA. For value-focused campaigns, they select Maximize Conversion Value and can optionally set a target ROAS.
Microsoft says the underlying bidding behavior has not changed — only the way advertisers configure it has been simplified.
Why we care. This update makes automated bidding simpler and more standardized, which lowers the barrier to using Microsoft Advertising’s performance tools at scale. By consolidating Target CPA and Target ROAS into broader strategies, it reduces setup complexity while still keeping key performance controls available as optional targets.
In practice, this means faster campaign setup, more consistent optimization behavior across accounts, and fewer structural differences between how advertisers manage conversion and value-based bidding.
What’s staying the same. Existing campaigns using Target CPA or Target ROAS will continue to run normally without any required updates. Portfolio bid strategies also remain unchanged.
The bigger picture. The change is part of a broader push to make automated bidding more accessible, reducing setup decisions while maintaining control over performance goals.
Bottom line. Microsoft is consolidating bidding options into simpler frameworks, keeping familiar optimization controls available but moving them into a more streamlined setup experience.
Google is doubling down on the infrastructure behind “agentic commerce,” introducing new capabilities to its Universal Commerce Protocol (UCP) while making it easier for retailers to plug in.
Google says UCP — its open standard for connecting retailers to AI-powered shopping experiences — is getting new features designed to make online buying feel more like a traditional storefront, even when handled by automated agents.
What’s new. The latest updates focus on making shopping via AI agents more functional and flexible.
Why we care. This update accelerates the shift toward AI-driven, agent-led shopping, where platforms like Search and the Google Gemini app may choose, compare and even purchase products on users’ behalf. That makes product data quality — pricing, inventory and feeds — very important for visibility, while simplified onboarding and support from platforms like Salesforce and Stripe suggest rapid adoption, giving early movers a competitive edge.
Zoom out. UCP is designed as a modular system. Retailers and platforms can choose which capabilities to adopt, rather than implementing everything at once.
That flexibility is key as the industry experiments with how much control to hand over to AI-driven shopping experiences.
What Google is doing. Google plans to bring these capabilities into its own ecosystem, including AI-powered experiences in Search and the Google Gemini app.
The company is also working to expand adoption by lowering the barrier to entry. A simplified onboarding process inside Merchant Center is expected to roll out over the coming months.
Bottom line. UCP is evolving from a concept into a broader ecosystem play. By adding more capabilities and simplifying onboarding, Google is pushing to make agent-driven commerce easier to adopt — and harder to ignore.
Our new study shows what happens when contrail avoidance is built directly into the tools airlines already use.Google is sharing five ways it’s helping to protect you from scammers this tax season.A look at what Google learned when it collaborated with Stanford researchers to find out why some people adopt AI, and some don’t.
