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Autopilot · Blog · #Ai overviews

#Ai overviews

How AI answer engines choose and cite sources, and what a publisher can reasonably do about it. We cover what makes a passage quotable, why a clear self-contained answer near the top matters more than length, and how structured FAQ blocks help. You will also find what these systems do not reward, so you can stop spending effort there. We are explicit that no technique guarantees a citation, because these systems change and nobody outside them can promise placement. The practical advice is the kind that also makes the page better for a human reader.

Question Headings: When They Help AI Answers and When NotOct 14, 2026 · 9 min read

Question Headings: When They Help AI Answers and When Not

When question-style headings help AI answers and search, when they read badly, and how to write headings that match real questions without sounding repetitive.

Why AI Answers Quote Forums, and What a Blog Can LearnOct 13, 2026 · 8 min read

Why AI Answers Quote Forums, and What a Blog Can Learn

Why AI answers and search results often cite forum threads and community discussions, what those threads offer that blog posts lack, and how a…

AI Assistants Linking to Pages That Do Not Exist on Your SiteOct 12, 2026 · 8 min read

AI Assistants Linking to Pages That Do Not Exist on Your Site

Why AI assistants sometimes send visitors to made-up URLs on your site, how to find those 404s in your logs and when to redirect,…

Product and Pricing Facts: Making Them Easy for AI AnswersOct 9, 2026 · 8 min read

Product and Pricing Facts: Making Them Easy for AI Answers

How to present product, service and pricing facts so AI answers describe your business correctly: plain text, one source of truth, clear limits and…

AI Search Optimisation Myths: Seven Claims to IgnoreOct 8, 2026 · 8 min read

AI Search Optimisation Myths: Seven Claims to Ignore

Seven common claims about optimising for AI search and answer engines, why they mislead, and what a blog owner should focus on instead to…

How a Local Business Gets Mentioned in AI AnswersOct 3, 2026 · 9 min read

How a Local Business Gets Mentioned in AI Answers

Why AI assistants recommend some local businesses and skip others, and the practical steps that help: consistent listings, reviews and a useful local blog.

GEO, AEO and LLMO Explained: What the AI Search Terms MeanOct 2, 2026 · 8 min read

GEO, AEO and LLMO Explained: What the AI Search Terms Mean

GEO, AEO, LLMO and AI SEO all describe getting content used in AI answers. What each term means, how they overlap with SEO, and…

Query Fan-Out: Covering the Questions AI Search Asks NextOct 2, 2026 · 8 min read

Query Fan-Out: Covering the Questions AI Search Asks Next

AI search often splits one question into many related searches. What query fan-out is, what it means for blog content, and how to plan…

Updating Old Posts So AI Answers Can Use ThemOct 1, 2026 · 8 min read

Updating Old Posts So AI Answers Can Use Them

Older articles often bury their answers. A practical retrofit checklist for making existing blog posts clearer and easier for AI answers and search to…

Does Schema Markup Help a Blog Appear in AI Answers?Oct 1, 2026 · 8 min read

Does Schema Markup Help a Blog Appear in AI Answers?

Structured data is often sold as the key to AI search. What schema markup actually does, what the search engines say about it, and…

How AI Search Picks Which Pages to Cite as SourcesOct 1, 2026 · 9 min read

How AI Search Picks Which Pages to Cite as Sources

AI answers cite a handful of pages out of thousands. What is publicly known about how sources are chosen, and what a blog can…

Entities and AI Search: Making a Business UnderstandableSep 30, 2026 · 8 min read

Entities and AI Search: Making a Business Understandable

Search engines and AI assistants think in entities: businesses, people, products, places. How to make yours clear so answers describe it correctly.

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