AEO Insights | Answer Engine Optimization in Practice

Basics and concepts

What AEO, SEO and GEO each are, and why they produce different outcomes.

Featured AEOSEOBasics July 29, 2026

What is the difference between AEO and SEO?

SEO is the work of earning a click from a search result; AEO is the work of being cited inside an answer AI has written. The underlying technology overlaps considerably, but the performance metric changes from rank and traffic to citation rate and mention accuracy.
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AEOGEOSEO August 13, 2026

SEO, AEO and GEO: what should AI search optimization start with?

SEO optimizes for a page being found in search results, AEO for being selected as a question's direct answer, and GEO for a brand being used and cited when generative AI builds an answer. The AEO and GEO definitions are not settled across the industry and overlap heavily, so Navirang works from a different test: can AI find, understand and cite this company's information accurately?
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AEOSEOAI Citation August 13, 2026

Does a high search ranking mean ChatGPT cites you too?

Not necessarily. Rank and citation share underlying signals such as crawling and indexing, but they are not the same metric. Search ends at query, result list, click; an AI answer runs through query rewriting, retrieval, source selection and synthesis, with different criteria at each stage. A page ranked first can go uncited while one ranked fifth is cited, so measure the two separately.
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Featured AEOChatGPTDiagnosis July 29, 2026

Why ChatGPT does not mention your company

When AI does not mention a brand, the cause is almost always one of five: the search-side AI bots cannot read the site; there is no document that answers the question; the site is not in the index that engine sees; the brand is written differently on each channel; or the information is out of date. Checking in that order usually finds it.
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Content and citation structure

How a paragraph an answer engine can lift differs, and how wrongly cited information gets corrected.

Related services Citable content design Content SEO

Structured data and technical

The machine-readable layer — schema, robots, llms.txt and crawler accessibility.

Measurement and judging results

What to measure and how, and how far someone else's figures can be trusted.

Research and primary sources

Papers and search engines' official documentation read in the original, with confirmed facts kept separate from our reading.

Related services Research and data

Cases and field data

What we built and what we measured. Measurement conditions and raw data published with it.

Related services Cases

Other

Articles not yet placed in a subject group.

Working notes from
the era of AI answers

Basics and concepts

What is the difference between AEO and SEO?

SEO, AEO and GEO: what should AI search optimization start with?

Does a high search ranking mean ChatGPT cites you too?

Why ChatGPT does not mention your company

Content and citation structure

How are articles that AI cites different?

AI is stating our brand information incorrectly. How do we fix it?

Structured data and technical

Where should you start with structured data?

Should you allow AI crawlers in robots.txt?

What is llms.txt, and do you have to make one?

Measurement and judging results

How do you measure AEO and GEO performance? Mention rate, citation rate, recommendation share

How far can you trust the performance figures an AEO agency quotes?

Is your company ready to appear in AI search? A 20-point self-check

Can AEO or GEO top placement be guaranteed? What to check before choosing an agency

Research and primary sources

45 GEO studies from 2023 to 2026: what actually matters for AI search visibility?

AEO and GEO verified against Google's official guide — what actually works?

Which websites does ChatGPT find? AEO read from OpenAI's official documentation

Cases and field data

Reviewloger — building a unified campaign-listing search service end to end, and its AEO project

What share of Naver local search results are blogs rather than websites?

Other

llms.txt and AI crawlers: Google's official position, and the limits of four days of server logs

What is an AI crawler, and what do GPTBot and ClaudeBot visit logs actually tell you?

What is AI saying about your brand right now?

Working notes fromthe era of AI answers

Basics and concepts

What is the difference between AEO and SEO?

SEO, AEO and GEO: what should AI search optimization start with?

Does a high search ranking mean ChatGPT cites you too?

Why ChatGPT does not mention your company

Content and citation structure

How are articles that AI cites different?

AI is stating our brand information incorrectly. How do we fix it?

Structured data and technical

Where should you start with structured data?

Should you allow AI crawlers in robots.txt?

What is llms.txt, and do you have to make one?

Measurement and judging results

How do you measure AEO and GEO performance? Mention rate, citation rate, recommendation share

How far can you trust the performance figures an AEO agency quotes?

Is your company ready to appear in AI search? A 20-point self-check

Can AEO or GEO top placement be guaranteed? What to check before choosing an agency

Research and primary sources

45 GEO studies from 2023 to 2026: what actually matters for AI search visibility?

AEO and GEO verified against Google's official guide — what actually works?

Which websites does ChatGPT find? AEO read from OpenAI's official documentation

Cases and field data

Reviewloger — building a unified campaign-listing search service end to end, and its AEO project

What share of Naver local search results are blogs rather than websites?

Other

llms.txt and AI crawlers: Google's official position, and the limits of four days of server logs

What is an AI crawler, and what do GPTBot and ClaudeBot visit logs actually tell you?

What is AI saying about your brand right now?

Working notes from
the era of AI answers