Google Backs Cloudflare’s AI Bot Protocol, LLM Patent Hints at Entity-First SEO, and Deindexing Reports Pile Up
This week brought a cluster of developments that touch every corner of SEO. Google and Shopify threw their weight behind Cloudflare’s new protocol for managing AI bots. A freshly surfaced Google patent points to AI systems building entity profiles from the open web. Site owners keep reporting mysterious deindexing while Google says everything is normal. Meanwhile, the industry is rethinking how to track AI prompt visibility, and one marketer’s candid story about a bad client is sparking wider conversation about professional boundaries in paid search.
Key Takeaways
- Google, Shopify, and browser vendors are backing Cloudflare’s PACT protocol to control how AI agents access websites.
- A Google patent describes LLMs building entity profiles from websites, reviews, and public data — with direct implications for SEO strategy.
- Webmasters continue to report pages vanishing from Google’s index, but Google insists nothing unusual is happening.
- SEO professionals are urged to rethink AI prompt tracking as a measure of stability and context, not just rankings.
- Laura I. Abreu’s account of quitting Google Ads over a toxic client highlights the importance of setting boundaries early.
Google and Shopify Line Up Behind Cloudflare’s AI Bot Gatekeeping Protocol
Cloudflare has introduced a new protocol called PACT, and it already has heavyweight backing. Google, Shopify, and several browser makers have signed on to support the initiative, which aims to give website owners clearer control over how AI agents crawl and interact with their content.
The protocol sits on Cloudflare’s network and acts as a gatekeeper. It lets site owners set rules about which AI bots can access their pages and under what conditions. For SEO practitioners, this matters because it could reshape how AI training data is collected — and how visibility in AI-driven search results is earned or lost. If major platforms adopt PACT widely, publishers will have a new lever to pull when deciding who gets to use their content.
Google’s LLM Patent Points to Entity Profiles Built From the Open Web
A recently surfaced Google patent describes a system where large language models construct entity profiles by pulling from websites, reviews, and publicly available information. In plain terms: the AI doesn’t just index pages. It tries to understand who or what a business is.
The SEO implication is straightforward. If Google’s AI is assembling a profile of your brand from scattered signals across the web, then consistency matters more than ever. Structured data, accurate business listings, authoritative mentions, and clear on-site entity information all feed into this picture. The patent suggests the goal for SEO may be shifting — from ranking for keywords to teaching AI systems exactly who you are.
More info: https://searchengineland.com/google-llm-patent-seo-teaching-ai-480625
Deindexing Reports Stack Up as Google Says Nothing Is Wrong
Site owners across forums and social media keep flagging the same problem: pages disappearing from Google’s index without warning. Google’s response? There’s nothing unusual going on.
The disconnect is frustrating for webmasters. Search Engine Journal notes the difficulty in separating genuine deindexing from ranking drops or reporting glitches in Google Search Console. Some apparent losses may simply be pages falling out of the visible index due to quality thresholds rather than a technical penalty. Still, the volume of reports suggests something is shifting — even if Google’s systems classify it as routine.
AI Prompt Tracking Needs a New Framework, Not Just Rank Numbers
Search Engine Journal is calling on the industry to rethink how it tracks performance in AI-generated answers. The argument: treating AI prompt tracking like traditional rank tracking misses the point.
Instead, practitioners should measure three things — stability (how consistently a brand appears in AI responses), representation (how accurately the AI describes the brand), and context (what surrounds the mention). This framing moves away from chasing a position number and towards understanding how AI models perceive and present a brand over time.
More info: https://www.searchenginejournal.com/we-need-to-change-our-approach-to-ai-prompt-tracking/579646/
Laura I. Abreu on the Client That Made Her Walk Away From Google Ads
Laura I. Abreu shared a personal account of a client relationship that went badly wrong — and ultimately pushed her to quit running Google Ads. The story centres on mismatched expectations, ignored red flags, and the cost of not trusting professional instincts early enough.
Her takeaway is practical: set boundaries before onboarding, document expectations clearly, and walk away when a client relationship turns toxic. The piece resonated widely in the paid search community, where burnout from difficult clients is a recurring theme.
Taken together, this week’s stories paint a clear picture: the rules of search visibility are being rewritten by AI — from how bots access content, to how brands are understood by language models, to how practitioners measure success. The professionals who adapt fastest will be those who stop treating AI as an add-on and start treating it as the environment they operate in.
Frequently Asked Questions
What is Cloudflare’s PACT protocol for AI bots?
PACT is a new protocol on Cloudflare’s network that lets website owners set rules for how AI agents access their content. Google, Shopify, and browser makers are already backing it.
How does Google’s LLM patent affect SEO strategy?
The patent describes AI building entity profiles from websites, reviews, and public data. This means SEO may need to focus on consistent, accurate brand signals across the web rather than just keyword rankings.
Why are websites being deindexed from Google in 2025?
Numerous site owners report pages vanishing from Google’s index, though Google says nothing unusual is occurring. The issue may stem from quality threshold changes, reporting noise, or ranking losses mistaken for deindexing.
What is AI prompt tracking and why does it need to change?
AI prompt tracking measures how a brand appears in AI-generated answers. Experts argue it should focus on stability, representation accuracy, and context — not just mimic traditional rank tracking.
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Google Backs Cloudflare’s AI Bot Protocol, LLM Patent Hints at Entity-First SEO, and Deindexing Reports Pile Up
This week brought a cluster of developments that touch every corner of SEO. Google and Shopify threw their weight behind Cloudflare’s new protocol for managing AI bots. A freshly surfaced Google patent points to AI systems building entity profiles from the open web. Site owners keep reporting mysterious deindexing while Google says everything is normal. Meanwhile, the industry is rethinking how to track AI prompt visibility, and one marketer’s candid story about a bad client is sparking wider conversation about professional boundaries in paid search.
Key Takeaways
- Google, Shopify, and browser vendors are backing Cloudflare’s PACT protocol to control how AI agents access websites.
- A Google patent describes LLMs building entity profiles from websites, reviews, and public data — with direct implications for SEO strategy.
- Webmasters continue to report pages vanishing from Google’s index, but Google insists nothing unusual is happening.
- SEO professionals are urged to rethink AI prompt tracking as a measure of stability and context, not just rankings.
- Laura I. Abreu’s account of quitting Google Ads over a toxic client highlights the importance of setting boundaries early.
Google and Shopify Line Up Behind Cloudflare’s AI Bot Gatekeeping Protocol
Cloudflare has introduced a new protocol called PACT, and it already has heavyweight backing. Google, Shopify, and several browser makers have signed on to support the initiative, which aims to give website owners clearer control over how AI agents crawl and interact with their content.
The protocol sits on Cloudflare’s network and acts as a gatekeeper. It lets site owners set rules about which AI bots can access their pages and under what conditions. For SEO practitioners, this matters because it could reshape how AI training data is collected — and how visibility in AI-driven search results is earned or lost. If major platforms adopt PACT widely, publishers will have a new lever to pull when deciding who gets to use their content.
Google’s LLM Patent Points to Entity Profiles Built From the Open Web
A recently surfaced Google patent describes a system where large language models construct entity profiles by pulling from websites, reviews, and publicly available information. In plain terms: the AI doesn’t just index pages. It tries to understand who or what a business is.
The SEO implication is straightforward. If Google’s AI is assembling a profile of your brand from scattered signals across the web, then consistency matters more than ever. Structured data, accurate business listings, authoritative mentions, and clear on-site entity information all feed into this picture. The patent suggests the goal for SEO may be shifting — from ranking for keywords to teaching AI systems exactly who you are.
More info: https://searchengineland.com/google-llm-patent-seo-teaching-ai-480625
Deindexing Reports Stack Up as Google Says Nothing Is Wrong
Site owners across forums and social media keep flagging the same problem: pages disappearing from Google’s index without warning. Google’s response? There’s nothing unusual going on.
The disconnect is frustrating for webmasters. Search Engine Journal notes the difficulty in separating genuine deindexing from ranking drops or reporting glitches in Google Search Console. Some apparent losses may simply be pages falling out of the visible index due to quality thresholds rather than a technical penalty. Still, the volume of reports suggests something is shifting — even if Google’s systems classify it as routine.
AI Prompt Tracking Needs a New Framework, Not Just Rank Numbers
Search Engine Journal is calling on the industry to rethink how it tracks performance in AI-generated answers. The argument: treating AI prompt tracking like traditional rank tracking misses the point.
Instead, practitioners should measure three things — stability (how consistently a brand appears in AI responses), representation (how accurately the AI describes the brand), and context (what surrounds the mention). This framing moves away from chasing a position number and towards understanding how AI models perceive and present a brand over time.
More info: https://www.searchenginejournal.com/we-need-to-change-our-approach-to-ai-prompt-tracking/579646/
Laura I. Abreu on the Client That Made Her Walk Away From Google Ads
Laura I. Abreu shared a personal account of a client relationship that went badly wrong — and ultimately pushed her to quit running Google Ads. The story centres on mismatched expectations, ignored red flags, and the cost of not trusting professional instincts early enough.
Her takeaway is practical: set boundaries before onboarding, document expectations clearly, and walk away when a client relationship turns toxic. The piece resonated widely in the paid search community, where burnout from difficult clients is a recurring theme.
Taken together, this week’s stories paint a clear picture: the rules of search visibility are being rewritten by AI — from how bots access content, to how brands are understood by language models, to how practitioners measure success. The professionals who adapt fastest will be those who stop treating AI as an add-on and start treating it as the environment they operate in.
Frequently Asked Questions
What is Cloudflare’s PACT protocol for AI bots?
PACT is a new protocol on Cloudflare’s network that lets website owners set rules for how AI agents access their content. Google, Shopify, and browser makers are already backing it.
How does Google’s LLM patent affect SEO strategy?
The patent describes AI building entity profiles from websites, reviews, and public data. This means SEO may need to focus on consistent, accurate brand signals across the web rather than just keyword rankings.
Why are websites being deindexed from Google in 2025?
Numerous site owners report pages vanishing from Google’s index, though Google says nothing unusual is occurring. The issue may stem from quality threshold changes, reporting noise, or ranking losses mistaken for deindexing.
What is AI prompt tracking and why does it need to change?
AI prompt tracking measures how a brand appears in AI-generated answers. Experts argue it should focus on stability, representation accuracy, and context — not just mimic traditional rank tracking.
Need help? - Get a Quote in under a minute
Need help? - Get a Quote in under a minute
Stephanie & Joseph Award Winning London Web Designers at
The UK Web Design Company are ready to help you with your website
Just take a couple of seconds to fill out this quick easy form and we will contact you right back
Need help? - Get a Quote in under a minute from the best web designers near you
