Tag
#Aeo
22 posts tagged Aeo.
AI Overviews answer questions, not keywords
Question-form queries triggered AI Overviews almost seven times as often as keyword queries. A keyword list undercounts your exposure.
Sep 24, 2026 · 5 min · Crawlmind Engineering
An MCP endpoint is not a discovery channel
NLWeb and MCP make your site answerable by agents that already found you. Nothing on the open web is hunting for a /mcp route yet.
Sep 22, 2026 · 4 min · Crawlmind Engineering
Your local 3-pack does not carry into AI
Brands reach Google's local 3-pack 35.9% of the time and ChatGPT's recommendations 1.2% of the time. The gap is not ranking.
Sep 14, 2026 · 5 min · Crawlmind Engineering
Your PDF arrives with none of its signals
A PDF can be retrieved and cited, but it carries almost none of the metadata an HTML page uses to earn that citation.
Sep 14, 2026 · 6 min · Crawlmind Engineering
Your page is judged on a query nobody typed
Fan-out is two variables, not one number: whether search fires at all, and how wide it spreads. They move in opposite directions per engine.
Sep 08, 2026 · 5 min · Crawlmind Engineering
Count verified mentions, not mentions
A mention only counts if the claim attached to your name and the URL beside it hold up. New research finds big brands fail that test more often.
Sep 03, 2026 · 5 min · Crawlmind Engineering
Query fan-out: answer the hidden queries
Google's AI Mode splits one question into many hidden sub-queries. Miss them and your page earns no citation. How to map and cover the fan-out.
Jul 06, 2026 · 4 min · Crawlmind Engineering
How to brief writers for GEO
A content brief that pushes writers toward citable answers instead of keyword density, so posts get quoted by AI engines.
Jul 03, 2026 · 5 min · Crawlmind Engineering
E-E-A-T for AI: authorship, sourcing, dates
The three E-E-A-T signals AI engines can actually parse, and the exact markup and habits that make each one machine-legible.
Jul 03, 2026 · 5 min · Crawlmind Engineering
llms.txt explained: what belongs in it
What llms.txt is, what the spec says belongs inside it, and an honest look at whether AI engines actually read it in 2026.
Jun 30, 2026 · 4 min · Crawlmind Engineering
Answer-engine-ready docs, without dumbing down
Making documentation quotable by AI assistants is a structure problem, not a reading-level problem. Here is how to do it without cutting depth.
Jun 29, 2026 · 5 min · Crawlmind Engineering
The atomic-answer pattern for AI citations
One question, one paragraph, one citable claim. The atomic-answer pattern is how you write content that AI engines can extract and quote cleanly.
Jun 29, 2026 · 5 min · Crawlmind Engineering
How answer engines deduplicate sources
Answer engines collapse many pages that say the same thing into one citation. Being the original, or adding new information, is how you survive the cut.
Jun 29, 2026 · 5 min · Crawlmind Engineering
Map the question space before you write
Cover a topic's long-tail question space before drafting, so your page answers the specific queries AI engines actually pull from.
Jun 29, 2026 · 4 min · Crawlmind Engineering
When AI engines prefer tables over prose
AI engines reach for a table when the question is a comparison or a lookup. Here is when to use one and how to format it so the model can read it.
Jun 29, 2026 · 5 min · Crawlmind Engineering
Entity clarity: be legible to AI engines
Entity clarity is making your brand resolve to one consistent thing AI engines can recognize, name, and cite.
Jun 22, 2026 · 5 min · Crawlmind Engineering
FAQ schema in 2026: signal or noise
FAQ schema in 2026 no longer earns a Google SERP feature, but it still feeds AI answer engines when the Q-and-A is real.
Jun 22, 2026 · 4 min · Crawlmind Engineering
Writing for follow-up questions in AI search
AI assistants now generate the next question for the user. Content that answers the follow-up, not just the headline query, gets cited twice.
Jun 22, 2026 · 5 min · Crawlmind Engineering
GEO vs AEO vs SEO: one funnel, three layers
GEO, AEO, and SEO are three optimization layers on one funnel. Here is how they differ, where they overlap, and how to stack them.
Jun 19, 2026 · 5 min · Crawlmind Engineering
Why answer-first structure wins AI citations
AI engines quote the part of your page that answers the question. Put that answer first and you get cited more often.
Jun 18, 2026 · 5 min · Crawlmind Engineering
Making a SaaS feature page quotable by AI
Product pages win AI citations at buying intent but lose at the research stage. Here is how to make a SaaS feature page liftable into an answer.
Jun 18, 2026 · 5 min · Crawlmind Engineering
The anatomy of an AI citation
What ChatGPT, Perplexity, and Gemini actually quote from a page, and the page traits that decide whether you are the source they lift.
Jun 17, 2026 · 5 min · Crawlmind Engineering