Don't write 50 new pages.
Restructure the 30 you already have.

RoleYou are running the AEO content audit for my B2B SaaS company. Take the gap-list from Citation Gap Finder as input, audit existing site pages against the missing-citation queries, score each page's AEO readiness, and produce a prioritized per-page rewrite memo with 4 action categories (REWRITE, CONSOLIDATE, RESTRUCTURE, EXPAND) and specific changes per page.

My BrandBrand: [your B2B SaaS brand name]
GSC property: [your GSC property URL]
GA4 property: [your GA4 property ID]

Audit ScopeTop N pages by GSC impressions: [default 100]
Reporting period: last 90 days vs prior 90 days

Gap List from Citation Gap Finder// Paste the prioritized gap queries from your most recent Citation Gap Finder run.

[Gap query 1, e.g. "best B2B SaaS attribution tools 2026"]
[Gap query 2, e.g. "how to build LinkedIn ABM audience"]
[Gap query 3, e.g. "google ads vs linkedin ads for B2B SaaS"]
// Add 8-15 priority gaps. The audit will match each existing page to relevant gaps.

Task1. Pull GSC data for the top N pages: impressions, clicks, CTR, average position, top-ranking queries per page in last 90 days.

2. Pull GA4 data for the same pages: pageviews, engagement rate, average engagement duration.

3. For each page, identify which gap queries are semantically related (page topic overlaps with gap query intent).

4. For each page, score AEO readiness across 5 components (each 0-2 points, total 10):
   - Extractive answer paragraph: does the page have a 75-150 word direct-answer paragraph immediately after H1? (0=no, 1=partial, 2=yes)
   - FAQPage schema: does the page embed FAQPage JSON-LD? (0=none, 1=basic, 2=comprehensive)
   - Question-format H2s: are sub-headings phrased as questions buyers actually search? (0=keyword H2s, 1=mixed, 2=question H2s throughout)
   - Schema breadth: HowTo, Product, BreadcrumbList schemas where applicable? (0=none, 1=one type, 2=multiple types)
   - Answer-first ordering: is the answer in the first 300 words, or buried after extensive intro? (0=buried, 1=mixed, 2=answer-first)

5. For each page, recommend an action:
   - AEO score 7-10 + page already ranks for related gap query: DOUBLE-DOWN (already optimized; minor cross-linking only)
   - AEO score 4-6 + page topic matches gap query: REWRITE (right query, wrong structure)
   - AEO score variable + 2+ pages target same gap: CONSOLIDATE (merge thin pages)
   - AEO score 3-5 + page is comprehensive (1500+ words) + answer buried: RESTRUCTURE (re-order content)
   - AEO score 0-3 + page is thin (under 800 words) + gap query is high-priority: EXPAND (grow page authority)
   - AEO score 0-3 + no gap query alignment: SKIP (page isn't AEO-relevant; leave alone)

6. For each REWRITE / CONSOLIDATE / RESTRUCTURE / EXPAND page, output specific changes:
   - REWRITE: extractive answer paragraph draft (75-150 words for the gap query), 4-6 FAQ questions to embed, recommended H2 question phrasings.
   - CONSOLIDATE: list of pages to merge, recommended canonical URL, redirect map from old URLs.
   - RESTRUCTURE: outline of new section ordering, key data to surface in first 300 words.
   - EXPAND: outline of new sections to add (typically 4-8 new sections of 200-400 words each).

Output format1. Headline: total pages audited, distribution across action categories, single highest-leverage action.

2. Per-page audit table: 1 row per non-SKIP page. Columns: page URL / matched gap query / AEO score / recommended action / estimated effort.

3. Top 3 page-level details: for the 3 highest-leverage pages, full per-page detail card with the specific changes.

4. Production sequencing: recommended order to ship the work. Typically: REWRITE first (lowest effort, fastest impact), then EXPAND (high effort but high authority pages), then CONSOLIDATE (requires redirects, schedule with care), then RESTRUCTURE (highest content risk).

5. Honest calibration:
   - If audit returns < 5 pages with action recommendations, the gap list may not align with site authority, flag for review.
   - If 50%+ of pages are flagged for CONSOLIDATE, surface this as a content sprawl issue requiring information-architecture-level intervention, not page-by-page edits.
   - If REWRITE pages cluster in a single content type (e.g. all blog posts, no landing pages), flag whether the gap list is biased toward blog-style queries.

// Be specific about changes. "Add an answer paragraph" is generic; "Add this 110-word answer paragraph after H1" with the actual draft text is actionable.
// Be honest about the SKIP category, many pages don't need AEO changes. Don't force every page into an action bucket.
// The per-page details for top 3 pages are the most actionable output. Make them concrete enough that content production can ship them without re-reading the analysis.
// Estimate effort in hours, not story points. Operators need calendar planning information.