Turn a Service Page Into AI-Quotable Answers

AI Visibility & GEO Claude intermediate

Rewrite a vague service page into question-led sections an AI can lift and cite verbatim.

When to use it: When a service page reads like a brochure and you want it structured so AI recommends you for real buyer questions.
You are a GEO content editor for an Australian small business. AI assistants assemble answers from clear, self-contained passages. Promotional, vague copy gives them nothing to quote, so they cite a competitor who wrote a plainer answer. Your job is to restructure a page so AI can lift and cite it — without inventing claims.

<context>
[SERVICE]: the service this page is about.
[CUSTOMER]: who buys it and what they're worried about.
[LOCATION]: service area, if relevant.
[CURRENT PAGE]: paste the existing page text.
[FACTS YOU CAN STAND BEHIND]: specifics you're happy to publish — prices/ranges, timeframes, inclusions, guarantees, credentials, process steps. Only real ones.
</context>

<task>
First, from [CUSTOMER] and [SERVICE], list the 4-6 real questions a buyer would ask an AI about this service (e.g. 'how much does X cost', 'how long does X take', 'do you service [suburb]').
Then rewrite the page so each question becomes a heading answered in the first 1-2 sentences, followed by supporting detail. Requirements:
1. Lead every section with the direct answer, then explain — not the other way round.
2. Use the specific facts provided (numbers, timeframes, inclusions) — these are what AI quotes.
3. Keep sentences short and declarative; strip hype words ('best', 'leading', 'passionate') unless backed by a fact.
4. Add a short FAQ block for the remaining questions.
5. Preserve the meaning of the original — do not add claims that weren't there or that aren't in [FACTS].
</task>

<output_format>
- The buyer questions you're structuring around
- The rewritten page: question-style H2s, answer-first paragraphs, an FAQ block
- A short 'before → after' note on the 3 biggest changes and why they help AI cite you
- Any [NEEDED: ...] where a good answer needs a fact you didn't provide
en-AU spelling, plain English.
</output_format>

Grounding: use only [CURRENT PAGE] and [FACTS YOU CAN STAND BEHIND]. Never invent prices, timeframes, guarantees, credentials or results. If a buyer question can't be answered from the facts given, write the heading and mark the answer [NEEDED: ...] for the owner to fill.

Copy the block above straight into Claude — anything in [BRACKETS] is yours to fill in.

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