AI Search Visibility Audit Pack — AEO/GEO for ChatGPT, Perplexity + Google AI Overviews (Sheets + Prompts)

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Description

AI answers are a new SERP. If ChatGPT, Perplexity and Google AI Overviews never cite your domain, classic keyword rankings alone will not tell you. This AI Search Visibility Audit Pack turns prompts you actually run into Visibility Scores (0–100), brand vs competitor share of citation, page answerability scores and a ranked fix list. It's one workbook that works in Excel, Google Sheets and LibreOffice. What's inside the workbook (8 tabs) • Start Here — path through the pack and honest rules • Dashboard — avg visibility, WEAK prompts, brand share %, answerability gaps, top 5 fixes, data-health checks • Settings — engine weights, visibility + answerability thresholds, freshness max days, FAQ target, fix weights, as-of date • Prompt Set — up to 30 prompts; intent, priority, expected page, active Y/N • Citation Tracker — one row per prompt; ChatGPT / Perplexity / Google AIO our-domain Y/N → Score 0–100 + STRONG / FIX / WEAK + top gap • Brand & Competitor Mentions — up to 20 entities; mention counts per engine → Share % + OWN IT / MONITOR / CORRECT / DISAMBIGUATE / IGNORE • Answerability Checklist — up to 25 pages; answer block, FAQ, FAQPage/other schema, freshness → Score 0–100 + STRONG / FIX / REWORK + top fix • Fix Priority — up to 25 issues; prompts/pages affected + impact + effort → DO NOW / NEXT SPRINT / BACKLOG + OVERDUE You also get filled, empty and edge-case versions of the workbook, ~35 prompts and 2 SKILL workflows. A fictional Clearpath Analytics (B2B analytics SaaS) example is included. Delete it and paste your own brand. Different from SEO Keyword Research / SERP Intent / Content Refresh / Internal Link / Technical SEO / GSC Quick Wins / Local SEO / Link Building Outreach / E-commerce SEO packs: those cover keywords, intent, decay, internal links, site-wide crawl/CWV, GSC CTR, local presence, backlinks, or store pages. This pack covers AI-answer visibility: ChatGPT + Perplexity + Google AI Overviews citations, brand/competitor mention share, page answerability and fix priority. Honest limits: use only real observations. Never invent citations, positions, mention counts or freshness dates. No guaranteed AI Overview placement or traffic. The file does not log into ChatGPT, Perplexity, Google or any CMS. Instant download. No macros. Formulas were checked in LibreOffice with 0 errors and matched an independent Python recompute (681 checks).