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The Answerburst
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Original research, proven frameworks, and tactical guides on Answer Engine Optimization - from the agency behind 500+ brand growth stories.
Latest insights
Technology
Why AI Models Ignore Pages That Rank Well on Google
AI models apply eligibility, relevance and quality before citing any page. Here is how to audit a site against each layer on its own.
Technology
Missing Return Policy Schema Hides Products from AI Shopping
Why incomplete MerchantReturnPolicy and AggregateRating markup silently removes product listings from AI shopping agent answers.
Technology
Why PerplexityBot Crawls Indexed Pages It Never Cites
PerplexityBot does not reuse a Google index. Here is what it needs to crawl before a page can be cited, and how to verify it actually did.
Technology
Why Client-Side Schema Is Invisible to AI Crawlers
Schema that renders perfectly for humans and Googlebot can still be invisible to AI crawlers if it never appears in the raw HTML.
Technology
Robots.txt Rules That Separate GPTBot From OAI-SearchBot
Blocking GPTBot stops training. Blocking OAI-SearchBot too stops you from ever being cited. Here is how to write the split.
Technology
Does Your No-Code Platform Build Schema at Launch
How to check whether your no-code platform builds structured data and entity markup into every page, instead of leaving you to retrofit it later.
Technology
llms.txt Has No Confirmed Reader, So Where Should You Focus
llms.txt has no confirmed reader among major AI vendors. Here is what the file actually does, and what to build instead.
Technology
Which Schema Types Actually Improve AI Answer Accuracy
Which schema types actually change what LLMs get right, and how to sequence rollout across product, article, and local pages.
Technology
How Site Migrations Silently Break AI Citations
A site migration can silently reset AI citation history. Here is what breaks, what survives, and how to protect AEO through a redesign.
Technology
Author Pages and Person Schema AI Models Trust
Most author pages give AI models nothing to verify. Here is how Person schema and bio structure actually earn trust and citation.
Technology
robots.txt and llms.txt for AI Crawlers, Explained
A practical guide to configuring robots.txt and llms.txt so AI crawlers can find, read, and cite your content correctly.
Technology
Schema Markup for AI Visibility Which Properties Matter
LLMs skip most schema properties but reward a few consistently. Here is what to markup for AI visibility and what to skip.
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Oh, you noticed me. In this new era, websites aren't written only for humans. Machines like me read every page, and we decide which brands become the answer.