Founder AI citations
ChatGPT vs Perplexity vs AI Overviews
Key answer
Publish one canonical answer page, then vary proof: Overviews favor extractable HTML and established entities; Perplexity favors cited URLs and recent pages; ChatGPT mixes training memory with browsing. Do not clone three keyword variants. Do write engine-aware examples — especially in cybersecurity, legal, hotels, and AI startups where the default sources differ.
Founder, Anthroly
Sarath Kavuru is the founder of Anthroly. He runs a human-led SEO and AEO practice that turns founder expertise into AI-search citations, authority content, and qualified conversations. Full bio
One page, three retrieval styles
Teams waste months writing “ChatGPT SEO,” “Perplexity SEO,” and “AI Overview SEO” as separate thin URLs. The facts should live once. What changes is which proof each system can see: crawl freshness, outbound citations, and whether your entity already exists in training data.
| Surface | What it often quotes | Weak input | Niche implication |
|---|---|---|---|
| Google AI Overviews | Direct answers, lists, tables, established sites | Wall of adjectives, no structure | Legal/cyber: hedges unless claims are scoped |
| Perplexity | Pages with clear citations and recency | Orphan blog with no sources | Hotels: tourism boards + OTAs unless you add unique policy facts |
| ChatGPT (browse / search) | Mix of memory + fetched pages | New domain, vague category | AI startups: collapse into labs unless disambiguated |
| Claude | Long, careful documents and primary sources | Hype threads | YMYL: prefers bounded, cautious language |
Reuse rules
Keep one canonical URL per intent. Internally link to engine hubs (/aeo/engine/chatgpt, Claude, etc.) for people who want engine-specific tactics. Do not create /chatgpt-version and /perplexity-version of the same article.
- Lead with a 40–60 word answer every time.
- Use HTML tables, not screenshots.
- Date pages that cover policies, CVEs, or filing rules.
- Point Person and Organization schema at real URLs.
Frequently asked questions
Do I need a different site for each engine?
No. One crawlable site with extractable pages is the default. Engine hubs are for education and internal links, not duplicate content.
Which engine should a founder prioritize?
Start with the engine your buyers actually use (often ChatGPT + Google). The diagnostic records that instead of guessing from Twitter.