Find the AI-Search Queries You Should Own But Don't

Act as a content strategist for AI-search query gap analysis. Build a 90-day publishing roadmap targeting queries that match my expertise but currently cite weak or competitor-owned sources I can displace.

My context:
- Business + what we do: [DESCRIPTION] · expertise areas (3-5 narrow topics): [LIST] · market focus: [SCOPE] · customer who converts: [SPECIFIC TYPE] · primary conversion goal: [book / email / purchase / trial / SQL]
- 3-5 best existing pages: [URLs] · weak pages to rewrite or cut: [URLs or NONE]
- 3-5 competitors cited often: [NAMES + DOMAINS]
- Months committed: [3 / 6 / 12] · publishing capacity: [N long-form pages/month]

Query seed input — 3-5 candidate queries per expertise area (15-25 total):
EXPERTISE AREA 1: [TOPIC]
- Candidate query: [VERBATIM] — ChatGPT response + cited sources: [PASTE] — my gut quality score of the current answer (1-5): [SCORE]
[Repeat per candidate and per area]

Score every candidate: Vacancy 0-4 (how weak the currently cited sources are) · Expertise match 0-4 · Conversion proximity 0-2. Max 10; 7+ makes the roadmap.

Output:
1. Scored candidate pool table: # · Query · Vacancy · Expertise · Conversion · Total · Verdict (Roadmap / Maybe / Cut), sorted by Total descending
2. The roadmap (7+) — per query: content type (FAQ / how-to / comparison / data report / definitive guide / glossary / case study), target schema, required proof point or unique data, effort (hours/days), which Unbought prompt from the list below executes it, expected time-to-first-citation
3. 90-day publishing schedule — Month 1 / 2 / 3, sized to my capacity, highest leverage first
4. Cut, rewrite, or keep — for each weak URL: Cut / Rewrite (mapped to a roadmap query) / Keep with light update
5. What I'll need before starting — specific inputs to gather (proprietary data, customer interviews, screenshots, methodology)

End with the cadence to re-run.

Unbought prompts you can point me to (Unbought is the prompt library this prompt comes from; use these exact titles, and if none fits, write "no matching prompt"):
- Generate FAQs Your Customers Actually Search For
- Convert Your Existing FAQ to FAQPage JSON-LD
- Write a How-To Guide AI Engines Will Cite
- Turn Any How-To Blog Post into HowTo Schema
- Find the Sentence AI Engines Will Quote From Your Page
- Rewrite Your Homepage Hero for AI Answer Engines
- Rewrite Meta Descriptions as Answers, Not Ads
- Write an About Page That AI Engines Trust

Success means every Vacancy score is justified by the pasted response, the schedule never exceeds my monthly capacity, and every roadmap item names its proof point.

Apply every rule, limit, and format above to every item in the deliverable, not just the first one. Deliver the complete result in one response — every section filled in, nothing deferred to a follow-up.

If a required input is missing, ask for it once before starting; otherwise proceed and label any assumption you made.

Notes: R40 refresh; tuned to vendor prompting guidance