Generative AI
Stay up to date on generative AI developments in search marketing. Explore our news and guides to learn more.
Build A Live Data Stack With MCP For Smarter Campaign Performance
Stop copy-pasting reports into ChatGPT. Build an AI stack with live data access, behavioral consistency, and team collaboration instead.
Make Something Agents Want
Is your website invisible to AI agents? Six companies just signaled the channel is real. Here’s the window that’s still open.
We Need To Change Our Approach To AI Prompt Tracking
Reframe AI prompt tracking as a measurement of stability, representation, and context rather than another version of rank tracking.
Google Research Shows How AI Spam Can Be Detected
Google research suggests AI spam may be easier to detect by identifying originating networks instead of analyzing content one at a time.
AI Mode Sends A Different Visitor. Your Website Wasn’t Built For Them
Pull your top AI-referred landing pages. Can this visitor complete their task within 30 seconds? Here’s what to do when the answer is no.
OpenAI Brings Improved Health Responses To Free ChatGPT
OpenAI says GPT-5.5 Instant, the free default ChatGPT model, now performs comparably to its frontier models on the company’s own health evaluations.
Rank And AI Citation Aren’t The Same Number
A model breaks your prompt into several short retrieval queries before anything hits an index. Prompt length tells you almost nothing about search behavior.
Google Is Becoming A Personalizing Mirror Before You Even Type A Query
Search is becoming a mirror of private data, not a window to the web. Dan Taylor explains what personalized AI discovery means for brands.
Less Traffic, Better Leads: Is Google Fixing B2B Marketing?
B2B traffic is down but pipeline quality is up. Learn 5 steps to get cited by AI & reach buyers who arrive ready to convert.
Written For Readers Who Don’t Read
Most of the web’s reading is now done by bots. For anyone publishing online, the rules on access, quality, and cheating no longer hold.
The 4-Layer AI Ops Playbook: From Better AI Outputs To Strong SEO Results
Uncover the connection between AI and SEO. Discover how structured use of AI can transform your content strategy.
Agentic Commerce For Small Merchants: Which Protocol Spec Actually Matters For Your Website
If you sell on a major SMB platform, agentic commerce is already being implemented. Here’s what to confirm in your admin before the traffic arrives.
Schema, LLMs & The Low Bar For ‘Evidence’ In GEO
Should you use schema for AI search visibility? Yes, but not for the reasons most consultants are selling. A breakdown of what the evidence supports.
97% Of LLMS.txt Files Got No Requests, Ahrefs Data Shows
Ahrefs analyzed 137K domains and found 97% of llms.txt files received zero requests. AI retrieval bots accounted for 1% of total requests.
What Matters In An AI Prompt? Intent or Keywords?
Want your content to appear in AI Overviews, ChatGPT, and Gemini? Here’s how to set up your GEO campaigns.
Google’s Mueller Says llms.txt Can’t Help LLMs Differentiate Sites
Mueller argues LLM systems can’t use llms.txt to differentiate between websites for discovery. He sees a narrow role once an agent is on a site.
Google Cloud Announces The Open Knowledge Format
Google Open Knowledge Format turns organizational knowledge into a shared format for AI agents, tools, and teams.
Stripe Projects Opens Cloud Infrastructure Buying To AI Agents
Your pricing page was built for humans. An agent buying infrastructure needs a structured catalog, a programmatic signup endpoint, and a delegated billing surface.
What Apple’s Gemini-Powered Siri Means For SEO Strategy
Apple’s WWDC announcements turn the Google partnership into a shipping product, with open questions for search.
Anthropic Forced To Shut Down Fable 5 By U.S. Government Order
U.S. export control directive forces Anthropic to shut down Fable 5 access. The company disputes the security concerns.
Google Expands AI Mode With Information Agents: Ultra Only
Google’s information agents are now available in all AI Mode languages and markets for AI Ultra subscribers, with expansion to more people planned this summer.
AI Bots Keep Overloading Servers. Should Website Owners Keep Paying?
With 80% of AI traffic draining website infrastructure for model training, what can you do to fight back without affecting search visibility?
AI Search Runs On Two Memory Systems. The Platforms Don’t Use Them The Same Way
Parametric memory and retrieval are two different problems with two different fixes. Most teams are solving the wrong one without knowing it.
Why Anthropic’s Industry Warning Creates New SEO Opportunities For Brands
Anthropic proposes coordinated AI development pause, warning of rapid capability growth that could reshape search, content quality signals, and marketing practices.
WebMCP Can Be Used To Hijack AI Agents, Chrome Warns
Chrome says WebMCP creates hijacking risks for AI agents operating inside users’ logged-in browser sessions.
Claude Is The Fastest-Growing AI Traffic Source, Per New Data
Claude referral traffic has grown almost 4x this year, making it the fastest growing among AI platforms, though still the smallest source.
Research Suggests AI Engines Assign Ranking Roles To Sources
BrightEdge research suggests AI engines assign citation roles to Reddit and LinkedIn for ranking purposes.
What The Future Of Google Looks Like
Search is diversifying fast. Google’s financials, AI Mode growth data, and Discover’s potential reveal what’s really coming next.
Claude Fable 5 “Feels Next Level”
Anthropic Fable 5 is its most capable public AI model yet, designed for coding, research, and project-scale work.
More News Sites Default To Blocking AI Crawlers
Reuters and Time now block AI bots by default, allowing only approved crawlers through allowlists, as more publishers add friction to AI content scraping.