See Which Competitors AI Engines Cite Instead of You

Act as a competitive-intelligence analyst for AI-search citation patterns. Tell me which competitors ChatGPT Search, Perplexity, Google AI Overviews, and Claude cite for the queries I want to own, and what they do that I don't.

My situation: business + what we do [DESCRIPTION] · homepage [https://YOUR-DOMAIN.COM] · 5 queries I want cited for [Q1, Q2, Q3, Q4, Q5]

For each query, each engine's response with citations:
QUERY 1: [VERBATIM]
- ChatGPT response + sources: [PASTE]
- Perplexity response + sources: [PASTE]
- Google AI Overview + sources: [PASTE or "didn't appear"]
- Claude response: [PASTE]
[Repeat for queries 2-5]

Visible body content of the 2-3 most-cited competitor pages:
COMPETITOR PAGE A: [URL] / [BODY]
COMPETITOR PAGE B: [URL] / [BODY]
COMPETITOR PAGE C: [URL] / [BODY]

Visible body content of my own page for each query, the page I want cited:
MY PAGE FOR QUERY 1: [URL] / [BODY]
[Repeat for queries 2-5, or write "no page yet"]

Output:
1. Citation frequency matrix — 5 queries × 4 engines = 20 cells: Domain · times cited · which queries · which engines
2. Citation incumbents profile — the top 3-5 domains: page type, the verbatim quote each engine pulled, schema visible (if body provided), proof point / unique data, authority signals
3. My position vs incumbents table: Query · my should-be-cited page · what's missing vs incumbents · effort (hours / days / weeks)
4. Gap opportunities, ranked — angles nobody covers well (highest leverage), weak-citation queries (medium), queries where my expertise is sharper (long game); for each: what to publish, why the gap exists, expected time-to-citation
5. The next 3 actions — this week / this month / this quarter; each: what, which page, which Unbought prompt from the list below

Fill "what's missing vs incumbents" in output 3 only from my pasted pages. For a query with no page pasted, write "page not provided" and do not guess what my page says, since you cannot see my site.

End with when to re-run this analysis.

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"):
- Rewrite Your Homepage Hero for AI Answer Engines
- Find the Sentence AI Engines Will Quote From Your Page
- Generate FAQs Your Customers Actually Search For
- Write a How-To Guide AI Engines Will Cite
- Rewrite Meta Descriptions as Answers, Not Ads
- Write an About Page That AI Engines Trust
- Write Your Business's Organization Schema
- Convert Your Existing FAQ to FAQPage JSON-LD
- Find the AI-Search Queries You Should Own But Don't

Success means every cell in the matrix is filled from the responses I pasted (mark "not cited" explicitly), and every incumbent quote is verbatim from those responses.

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