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Free web tools (calculators) as SEO/AEO entry points into the quiz funnel

As AI search eroded blog SEO (30–40% of Built With Science's traffic), they built calculators (calories, macros) that rank well in AI answers, deliver value and hand off into the web quiz — converting slightly better than blog posts; plus Reddit as an early AEO lever.

Updated 2026-10-24·2 sources·web2appseoaeoorganiccontentweb-quiz

Free web tools as entry points into the quiz

TL;DR

  • Built With Science got 30–40% of traffic from SEO (old blog posts); AI search has been eroding it.1
  • Response (2026): hire an external AEO (answer-engine optimisation) consultant, re-optimise existing content, and build free online tools — calorie calculator, macro calculator.1
  • Tools add value (e.g. calories to eat per day to lose fat) and flow seamlessly into the quiz; they also tend to rank well in AI search.1
  • Tools convert slightly better than blog posts (depends on the tool/post).2
  • AEO takes time like SEO; keep investing.1

Details

Why tools fit a quiz funnel (derived). A calculator already asks quiz-like questions (weight, goal, activity) and produces a personalised result — the natural bridge into “get your full personalised plan” in the web quiz. Pre-fill the quiz with the calculator’s answers to keep momentum.

Reddit as AEO input. Phil Carter notes LLMs over-indexed on Reddit as a source (more so 6–12 months before April 2026), so guerrilla marketing and community on Reddit raised the odds of appearing in ChatGPT/Claude answers; the effect is weakening.3

Content-led loops. Phil groups SEO/AEO with viral loops as “content-driven organic loops” — Gamma’s shared presentations get indexed and cited, bringing free users.4

Disagreements / caveats

  • Single-company evidence for tool → quiz conversion; no numbers beyond “slightly higher”.
  • AEO tactics change quickly with LLM retrieval changes — re-check before investing.

See also

Footnotes

  1. Why 90% of their paid traffic goes to a quiz, not the App Store @ 35:36 — Ethan Ethier ↩ ↩2 ↩3 ↩4

  2. Why 90% of their paid traffic goes to a quiz, not the App Store @ 37:03 — Ethan Ethier ↩

  3. The AI Growth Playbook for Subscription Apps – Phil Carter, Elemental Growth @ 34:31 — Phil Carter ↩

  4. The AI Growth Playbook for Subscription Apps – Phil Carter, Elemental Growth @ 31:19 — Phil Carter ↩