/index /ai-seo/llm-visibility
LLM Visibility — AI SEO
Visibility in AI answers, generative engine optimization and AI-era content.
Keep key content in the raw HTML
Retrieval systems often read the first response, not the DOM.
mediumAllow AI crawlers in robots
A blanket disallow blocks every assistant by inheritance.
lowPublish an llms.txt file
A curation experiment, not a ranking tactic.
mediumWrite clear entity names consistently
One brand name, applied everywhere, resolves to one entity.
mediumAdd about and contact trust pages
Show who is behind the site and how to reach them.
mediumKeep schema consistent with page content
Markup that contradicts the visible page is a policy risk.
lowTrack AI referrals in analytics
Group assistant referrers so the traffic is visible at all.
mediumBrand your named frameworks for AI attribution
Prefix your framework with your brand name and repeat the exact phrase everywhere you publish.
@nicholasdulaitmediumAdd review-sourced customer results to pages for AI quotes
Mine G2 and Capterra reviews for specific customer results and place them on matching pages.
@denohawarimediumFilter keywords for AI Overviews before you target them
Read the AI Overview for each keyword: if the answer satisfies the query, chase the mention, not the click.
@nicholasdulaitmediumAudit and fix what AI engines say about your brand
Ask each AI engine what your brand does and costs, then correct every wrong claim where it originated.
@denohawarimediumBuild an AI entity-association benchmark for your brand
List every brand, product, feature and person an AI could name, then write the descriptors you want attached.
@nicholasdulaitmediumMap which source types each AI engine cites for buyers
Run 10 buyer questions through four AI engines and log the sources each one cites.
@denohawarihighUse Google Search Console's AI Search Guidance to Win AI Traffic
Google now surfaces guidance inside Search Console on how businesses can earn traffic from AI Search, and it reportedly shows whether a given business is included.
@alexgrobermanmediumCreate a dedicated reviews domain to earn AI review citations
A separate brand-reviews site gives assistants one clear page to pull review answers from.
Policy risk
@tarasshynmediumCorroborate the same verifiable facts across channels for LLM citations
Repeat identical sourced facts on your blog, YouTube, social and press releases so AI models can verify them.
@jespernissenseohighCapture and Measure Revenue From ChatGPT, Perplexity and Google AI Traffic
A brand reportedly earned more than $50,000 from ChatGPT, Google and Perplexity-driven traffic after applying an article's recommendations.
@alexgrobermanmediumSee the AI grounding queries Bing uses for your site
Bing Webmaster Tools shows the retrieval phrases AI answer engines actually search with.
@isocialwebseomediumSort AI visibility gaps into six buckets before fixing them
Classify every place an AI assistant ignores or misdescribes you into one of six gap types.
@nicholasdulaitmediumPublish where AI assistants cite sources (GEO workflow)
Log which pages AI assistants cite for buyer questions, then publish that research on your own site.
@borjafatYour agent can apply every AI SEO tip in one session.
The MCP server reads your repository, filters this category down to what applies, and returns the ordered steps with their checks.