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Answer Engine Optimization

AI answer engines pick sources differently than Google ranks pages. These posts cover what actually gets you quoted: letting the crawlers in, structuring answers they can lift, and measuring citations once they start.

Looking for the product side of this? See how Lyra handles answer engine optimization.

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45 posts

Tutorial11 min read· Aug 14, 2026

AI image citation optimization: alt text and screenshots

AI image citation optimization means ImageObject schema, alt text that states context beyond pixels, and annotated screenshots AI engines can parse and cite.

Tutorial10 min read· Aug 14, 2026

Social proof schema AI search: turning quotes into proof

Social proof schema for AI search: the Review and AggregateRating markup that turns a testimonial into a citable, verifiable claim, not just a star badge.

Tutorial11 min read· Aug 12, 2026

Google AI content opt-out: should you block AI Overviews?

Google's Search Console now lets you exclude your site from AI Overviews and AI Mode without touching rankings. Here's when to flip it, and when not to.

Tutorial11 min read· Aug 11, 2026

How to get cited by ChatGPT: a 5-point content audit

How to get cited by ChatGPT starts with editorial accuracy, not more volume. Run this 5-point audit on your existing posts before you publish anything new.

Tutorial11 min read· Aug 10, 2026

Knowledge base SEO: why AI cites support docs over blogs

Knowledge base SEO explained: why help center articles increasingly out-cite blog posts in AI answers, and the schema that makes support docs quotable.

Research8 min read· Aug 9, 2026

ChatGPT Atlas shutdown: what it means for browser SEO

ChatGPT Atlas shutdown is confirmed for August 9, 2026. Here's exactly what replaced the browser and whether your agentic-browser SEO checklist still holds up.

Research11 min read· Aug 8, 2026

Does FAQ schema still work in 2026? Google cut it, AI didn't

Google removed the FAQ rich result on May 7, 2026. Here's what that means for FAQPage markup, and what the 2026 data actually shows about AI citations.

Research10 min read· Aug 8, 2026

Google AI Mode blue links gone: what SaaS blogs do now

Google AI Mode became the default answer over blue links on July 10, 2026. What actually changed, who lost traffic, and the metrics SaaS blogs track now.

Tutorial14 min read· Aug 7, 2026

Schema markup for AI search: the JSON-LD that gets cited

Schema markup for AI search, done right: the JSON-LD for Article, FAQ, HowTo, and Organization, validated and shipped without breaking existing SEO.

Research11 min read· Aug 4, 2026

llms.txt standard: should your SaaS blog have one?

The llms.txt standard sits on roughly 1 in 20 top sites, but Google says no AI system uses it yet. Who reads it, a generator list, and a real file example.

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