Old game: rank #1, win the click.
New game: be the source the AI quotes when there is no click.
Optimize for retrieval & citation, not just position.
"answer engines" = ChatGPT, Perplexity, Gemini, AI Overviews…
1RESEARCH
- Map entities & topical territory
- Mine real questions (PAA, forums, SERP data)
- Study what AI answers already cite for the topic
- Find gaps: questions with weak sources
output: a question + entity map, not a keyword list
2CONSTRUCTION
- Answer-first: 40–60 word direct answer up top
- One idea per chunk — AI retrieves passages
- Entity-rich headings as questions
- Schema: FAQ, HowTo, org/person JSON-LD
- Facts, numbers, named sources = quotable
write so a chunk makes sense out of context
3VALIDATION
- Semantic check: does content actually match the question? (embedding similarity gate)
- Fact & consistency pass
- Ship only what clears the gate
- Re-test: ask the AIs, see if you get cited
fail the gate → back to construction
didn't get cited? loop back — refine entities, rewrite chunks, re-validate
Content that gets cited 📌
- Direct answers (no throat-clearing intros)
- Tables, steps, definitions — structured = extractable
- Original data & first-hand expertise (E-E-A-T)
- Clear authorship + about/entity pages
- Fresh dates — AI engines favor current sources
- Crawlable: clean HTML, fast, no JS-walled content
Where answers happen
ChatGPT
Perplexity
Gemini
AI Overviews
Claude
Copilot
each has different retrieval habits —
test your queries on all of them
📏MEASURE
- Citation share: % of target questions where you're a source
- AI referral traffic (it's small but high-intent)
- Brand mentions inside answers (even unlinked)
- Run a fixed question set monthly → trend it
!Hard truths
- Strong classic SEO is the prerequisite — AI engines retrieve from search indexes
- Mentions on Reddit, listicles & trusted 3rd-party pages drive citations too
- Zero-click is the norm: win the mention, not just the visit
THE BIG IDEA
Stop writing pages for rankings.
Start publishing retrievable, quotable answers tied to clear entities —
then validate, measure citations, and loop.