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From showing up to winning AI search

SEO Week 2026

Join Siteimprove at SEO Week, April 27–April 30 in New York City, and hear Jeff Coyle break down the AI search pipeline - and how to win at every stage of it.

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Eligibility gets you into the system. Content quality gets you selected.

AI search does not evaluate a single page. It evaluates whether your content can be crawled, rendered, interpreted, extracted as a useful passage, and verified against sub-questions your buyers did not even type. Most visibility reports measure the end of that process - not where the failures are actually happening.

Siteimprove helps teams identify exactly where their content is losing in the AI search pipeline and what to fix first - across technical eligibility, semantic structure, content coverage, and differentiation.

With Siteimprove, teams can:

  • Identify where content is failing to enter, be extracted from, or get selected in AI answers

  • Map content coverage to the full fan-out of questions AI systems ask on a buyer's behalf

  • Connect accessibility and technical SEO to AI readiness in one unified view

Connect with us at SEO Week

Find our team at SEO Week to learn how digital teams are building for the new rules of AI search.

Connect with us to:

  • Hear how organizations are diagnosing and fixing AI visibility failures by pipeline stage

  • Explore how topic clusters and full-funnel content coverage become retrevial maps in AI search
  • Get a copy of our Accessibility + Technical SEO = AEO reference guide 

Book time with our team

From Showing Up to Winning: Retrieval, Content Quality, and the New Rules of AI Search  

Most teams measure AI visibility with citations, mentions, and screenshots. Those are useful, but they are downstream outputs. They tell you that something happened, not why - and they do not tell you where your content is failing to enter, be extracted from, or get selected in the first place.

This session breaks AI search into the pipeline it actually is: crawl access and rendering, indexability and snippet eligibility, passage extraction, query fan-out across subtopics, retrieval, synthesis, and source attribution. Jeff walks through each stage and the six failure surfaces where brands quietly go invisible - so your team can stop optimizing blindly and start building for the system as it actually works.

You will leave with a practical framework for diagnosing AI search failures by stage and a clearer picture of what winning actually requires.

  • Date & Time: Monday, April 27th, 4:30 - 5:30 PM EST

Speakers

Jeff Coyle, SVP, Head of Strategy at Siteimprove & Co-Founder of MarketMuse

Jeff Coyle

SVP, Head of Strategy at Siteimprove & Co-Founder of MarketMuse

Jeff is an AI content marketing expert with more than 25 years’ experience in the search industry. Before founding MarketMuse in 2015, he was a marketing consultant in Atlanta and led the Traffic, Search and Engagement team for seven years at TechTarget, a leader in B2B technology publishing and lead generation. Jeff frequently speaks at content marketing conferences including: ContentTECH, Marketing AI Conference, Content Marketing World, LavaCon, Content Marketing Conference and more. He earned a bachelor’s degree in computer science from the Georgia Institute of Technology