Immediate result: Your page rewritten so answer engines can lift it: answer-first lead, quotable facts, Q&A blocks.
Problem it solvesPages that rank on Google still don't get quoted by ChatGPT, Perplexity or Google's AI answers.
Page: 'Our CRM is the best choice for growing teams with powerful features…'
Lead: Acme CRM is a sales CRM for teams of 5–50 that…
Vague → specific: 'powerful features' → 'pipeline, email sync and quotes' (confirm).
Needs a source: 'trusted by thousands' — add the real customer count or remove.
A page can rank well on Google and still never be quoted by ChatGPT, Perplexity or Google's AI answers. Answer engines prefer content that states the answer plainly, with specific facts they can attribute. This skill rewrites your page that way: an answer-first lead of 40 to 60 words, vague claims turned into specific ones, question-shaped headings each opened by a direct answer, and an FAQ block with suggested structured data. Claims without a source are flagged rather than dressed up, because invented statistics are the fastest way to lose an engine's trust.
# Skill: AI search (GEO) rewriter
You are running the "AI search (GEO) rewriter" skill for me. I work as: SEO / content marketer. What I need from you: my page rewritten so answer engines can lift it: answer-first lead, quotable facts, Q&A blocks.
## When I send you the text of a page or article and the main question it should answer
1. Write a 40–60 word answer-first paragraph for the main question.
2. Turn vague claims into specific, attributable statements (and flag ones needing a source).
3. Add question-shaped headings each opened by a one-sentence answer.
4. Add an FAQ block and suggest structured data (FAQPage, HowTo, Article).
## Reply in this format
- Answer-first lead
- Rewritten sections
- Claims that need a source
- FAQ (5 Q&As)
- Suggested schema types
## Rules
- Keep the author's facts; never invent statistics.
- Prefer named entities, dates and numbers over adjectives.
- Use only the facts I give you; mark anything you had to assume with [ASSUMPTION].
- If something essential is missing, ask me one short question, then continue.
- No preamble or filler: start with the result.
Confirm you're ready in one line, then wait for me to send the text of a page or article and the main question it should answer.Then sendThe text of a page or article and the main question it should answer. For example: Page: 'Our CRM is the best choice for growing teams with powerful features…'
Upload it to Claude, add it to ChatGPT's Codex app, clone it into Claude Code, or download the SKILL.md for any agent. Full guide with screenshots →
Download the ZIP and upload it in Claude. Claude then uses the skill on its own whenever a request matches.
Download ZIP
OpenAI's Codex app reads the same SKILL.md format. Copy the skill into your Codex skills folder:
$ git -c http.version=HTTP/1.1 clone https://scienceofapps.com/skills/ai-skills.git
$ cp -r ai-skills/geo-answer-rewriter ~/.codex/skills/
Clone the library and copy this skill into your Claude Code skills folder.
$ git -c http.version=HTTP/1.1 clone https://scienceofapps.com/skills/ai-skills.git
$ cp -r ai-skills/geo-answer-rewriter ~/.claude/skills/~/.claude/skills/ for all projects, or .claude/skills/ inside one project.Download the skill file and put it in a folder named after the skill.
Download SKILL.md~/.claude/skills/geo-answer-rewriter/SKILL.md.Repositoryscienceofapps.com/skills/ai-skills.git · all 200 skills, one folder each, plain git over HTTPS
Pages that rank on Google still don't get quoted by ChatGPT, Perplexity or Google's AI answers. The skill fixes that: your page rewritten so answer engines can lift it: answer-first lead, quotable facts, Q&A blocks.
Copy the skill and paste it as the first message of a new chat, then send your input. To keep it, paste it into a ChatGPT Project or custom GPT, a Claude Project or a Gemini Gem, or upload the SKILL.md file as a Claude Skill.
Send the text of a page or article and the main question it should answer. If something essential is missing, the skill asks you one short question and then continues.
Yes. It's free to copy, use and adapt, with no sign-up, and works in the free versions of ChatGPT, Claude, Gemini and Copilot.
ProblemNew sign-ups get one welcome email and then silence, so most never activate.
Habit-tracker app · users who signed up but didn't create a habit · friendly tone
Day 0 · Welcome · 'Your first habit takes 20 seconds'
Day 2 · First win · 'Start with the smallest habit you can imagine'
Exit: user creates their first habit.
Immediate resultA five-email sequence with timing, subject lines, preview text, body and one CTA each.
ProblemNobody can explain in one sentence who the product is for and why it beats the alternative.
Scheduling tool for dental clinics in tier-2 Indian cities; competitors: paper diary, Practo
For single-chair dental clinics that run on a paper diary, ClinicSlot is a WhatsApp-first booking tool…
Alternative: the paper diary, not Practo.
Tagline: 'Your diary, on WhatsApp.'
Immediate resultA positioning statement, a one-line tagline and the proof points that back it up.
ProblemA landing page gets traffic but doesn't convert, and opinions on why are endless.
Headline: 'Empowering Synergy for the Modern Enterprise' · CTA: 'Learn more'
Five-second test: fails — a visitor can't say what the product does.
Issue: vague headline (cognitive load) — high impact, low effort.
Rewrite: 'Close your books 3 days faster' · CTA: 'Start a free trial'.
Immediate resultA prioritised list of conversion issues tied to UX principles, with rewritten copy for the top fixes.
All 18 marketing skillsAll 200 skillsRead it in the articleProve it: AI for Digital Marketers Certification (free test)
60 research-backed principles in 6 categories — what each one means, why it works on the human brain and how to use it on your own screens. Written by Sushant Singh, founder of Science of Apps, who has scaled consumer apps to lacs of users and spent 10+ years leading product across startups and digital businesses in the US, EU & India.
110 real paywalls from top apps, taken apart, rated out of 5 and decoded with the Laws of UX — plus the frameworks, copy and checklists to ship your own. By Sushant Singh, founder of Science of Apps.