GEO Audit

Generative Engine Optimization audits measure how often your brand appears in AI-generated answers from ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. These prompts give you a repeatable scoring system for citation share, brand mentions, AI Overview presence, and competitor visibility. Run them weekly or quarterly to track AI search visibility over time.

7 prompts

Intermediate Claude Sonnet 5.5 for faster, lower-cost work; Claude Opus 5.5 or GPT-6 Astra

AI Overview Presence Tracker

Turn the Google results you capture yourself into a clean read on which queries trigger AI Overviews and AI Mode answers, who is cited, and what content shape the cited sources share.

Best for: Analyze AI Overview and AI Mode presence on priority commercial queries from SERP data you capture

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Beginner Claude Sonnet 5.5 for faster, lower-cost work; Claude Opus 5.5, GPT-6 Astra, Gemini 4 Argon, or Perplexity Sonar Pro

Brand-in-Answer Visibility Check

Quick single-prompt check to see whether a target brand appears in an AI-generated answer for a specific buyer query.

Best for: Quick spot-check during a launch, campaign review, or before a sales call

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Beginner Claude Sonnet 5.5 for faster, lower-cost work; Claude Opus 5.5 or GPT-6 Astra (paste SERP text or screenshots)

Branded SERP Audit for Entity Authority

Audit what surfaces when someone searches your brand name: knowledge panel, AI Overview, social profiles, reviews, and any low-quality results that can erode trust.

Best for: Quarterly entity health check and post-launch reputation review

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Intermediate Claude Sonnet 5.5 for faster, lower-cost work; Claude Opus 5.5, GPT-6 Astra, or Gemini 4 Argon (run identical prompt across each engine)

Citation Share Audit Across AI Engines

Run a fixed panel of high-intent prompts across ChatGPT, Claude, Perplexity, and Google AI Overviews to score brand visibility and citation share.

Best for: Run weekly to track brand visibility across AI search engines

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Intermediate Claude Sonnet 5.5 for faster, lower-cost work; Claude Opus 5.5 or GPT-6 Astra

Competitor Citation Comparison

Score your brand against three competitors on the same prompt panel to identify where you are winning, losing, or invisible in AI search.

Best for: Quarterly competitive review, board reporting, content gap planning

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Intermediate Claude Sonnet 5.5 for faster, lower-cost work; Claude Opus 5.5 or GPT-6 Astra

E-E-A-T Signal Audit for a Page

Score a page's expertise, experience, authoritativeness, and trust signals using the same dimensions Google's quality raters and AI retrieval systems weight.

Best for: Pre-publish QA on pillar pages and service pages

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Intermediate ChatGPT Deep Research, Perplexity Sonar Deep Research, or Claude Opus 5.5 with web search enabled (live web required)

Reddit and Forum Citation Finder

Find the Reddit threads, Stack Exchange answer, Hacker News post, and niche forum discussion where your brand or category is mentioned, scored by AI-citation potential.

Best for: Quarterly forum-presence audit and content seeding planning

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