Each AI platform has its own algorithm, its own trust signals, and its own citation behavior. We mapped what each one actually rewards across 1,200 prompt variations.
Every chapter is rooted in the citation logs. We do not summarize public docs. We show what these platforms actually do.
A clear breakdown of how each platform actually retrieves, scores, and orders the sources it cites. The architectural differences are real and they explain almost everything that follows.
ChatGPT pulls heavily from community sources, structured pages, and brand-mentioned content. We show the actual ranked source distribution across 400 B2B SaaS prompts.
Perplexity is a different beast. Recency matters, multi-source synthesis matters, and the way it expands a query into sub-queries reshapes what content gets pulled in.
Gemini behaves the most like enhanced Google. SEO still matters here in a way it does not for ChatGPT. We map which traditional SEO signals carry over and which ones get weighted differently.
A tactic that improves ChatGPT citation can hurt your Perplexity citation. We resolve the conflicts and give the per-platform optimization plays that do not cannibalize each other.
How to think about platform mix, content portfolio, and effort allocation when you cannot perfectly optimize for all three. Includes the priority matrix for B2B SaaS, eCommerce, and AI tools.
Three findings from the full report. The rest are inside.
ChatGPT routinely surfaces community discussions and user reviews. Perplexity reaches further into editorial and research sources. Optimize differently for each.
ChatGPTPerplexity privileges new content much more aggressively than ChatGPT or Gemini. Cornerstone articles still matter, but publication cadence becomes a real lever.
PerplexityGemini still relies heavily on Google's index. Traditional SEO is not optional for Gemini visibility. It is the substrate the AI layer sits on top of.
GeminiEach chapter ends with a per-platform takeaway for the role most affected. No generic advice.
You need to update the SEO playbook for AI platforms but you cannot abandon Google. This report tells you exactly where the overlap is and where the new work begins.
You decide what to publish and how often. This report tells you which platforms reward freshness, which reward depth, and how to mix your content portfolio accordingly.
You handle the crawler config, rendering, and schema. This report covers the per-platform crawler behaviors, rendering quirks, and schema preferences you need to ship for.
48 pages of platform-specific data, citation logs, optimization plays, and the multi-platform framework. No paywall. Just your name and email and it is yours instantly.
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