How to get your brand mentioned by AI assistants
18 articles
AI compresses B2B vendor shortlists from 12 to 3-5. 44% of SaaS brands are invisible. Here's the 2026 playbook for moving off zero.
92-96% of AI Overview sources rank outside Google's top 20. Learn how AI engines select content and what to change on your pages today.
Google rankings don't predict AI visibility. Learn why binary tracking produces noise, and how weighted rank scoring separates real shifts from LLM randomness.
The claim that internal links in AI answers get preserved is myth as of July 2026. Here is what internal linking actually does for AI visibility, with data.
Rand Fishkin asks every podcast to use the same bio. Hundreds of indexed pages later, ChatGPT recommends SparkToro. Mechanism + playbook + failure modes.
A correlation study of 908 brands found 20 of 66 agent-readiness checks at less than 5% adoption. The specs exist. The practice has not arrived yet.
Four agent-readiness checks predict opposite outcomes in Claude vs GPT, both directions FDR-significant. A universal AI visibility score is unreachable. Here is why.
Two agent-readiness scanners give the same site a 68-point gap. Here is what each one measures, why they disagree, and how to pick the right one for you.
About Us pages get 1.9% of AI citations but 4.6x the efficiency of an average page. Here's why they anchor your brand entity for AI search.
AI systems cite one source per topic. If your authority is split across five overlapping pages, all five lose. Here's why fewer, better pages win.
An undocumented URL parameter reveals ChatGPT's internal search queries and citation sources. Here's how to use it for AI visibility research.
AI systems chunk your page by headings and cite individual sections, not whole articles. Here's how to structure body content for extraction.
Schema coverage doesn't predict AI visibility. Schema quality does. Here's which types work, which platforms care, and where to start.
A 100-word summary at the top of your page gives both readers and AI exactly what they need. Here's the data behind it and how to implement it in 30 minutes.
We built an AI visibility tracker, then pointed it at ourselves. Score: 0% across ChatGPT, Claude, and Gemini. Here's what that means for you.
AI crawlers like GPTBot and ClaudeBot can't execute JavaScript. If your site uses JS-based lazy loading, your content is invisible to ChatGPT and Perplexity.
ChatGPT search behavior differs from Google: 61% longer queries, 3.51 searches per prompt. Learn which modifiers matter and how to adapt your content.
AI citations jump 3.7x once you cross the authority threshold. Learn why nofollow links, image backlinks, and domain diversity matter more than ever.
