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Generative engine optimization (GEO) means being named inside AI answers, not just ranking in Google. This guide runs a real citation-gap audit in DeepSeek Harness: why AI engines skip your site, and four fixes you can apply this week.
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OpenAI Hides ChatGPT Source Citations Behind Extra Clicks, Reducing Visibility for Publishers OpenAI is testing a change to ChatGPT's interface that moves source citations behind an additional menu la...
OpenAI Tests AI Generated Headlines Above ChatGPT Ads OpenAI is testing a new ad format in ChatGPT that places AI generated descriptive headings directly above sponsored content in the chatbot's respo...
Learn how to prioritize ChatGPT GEO work by scoring pages on prompt demand, entity importance, conversion path, evidence value, and answer-fix urgency.
Learn how internal links help ChatGPT GEO by connecting category, product, use-case, comparison, proof, and measurement pages into clear AI-readable topic clusters.
Learn how to refresh existing pages for ChatGPT GEO by improving answer blocks, entity clarity, prompt coverage, evidence, comparison context, freshness, and structure.
Use this 90-day ChatGPT GEO roadmap to move from prompt baseline and entity cleanup to category pages, use-case pages, proof assets, reporting, and repeatable AI visibility operations.
Learn how to turn ChatGPT GEO prompt data into executive share-of-voice reports with presence, accuracy, recommendations, competitor overlap, gap diagnosis, and next actions.
Learn how to track competitor mentions in ChatGPT, diagnose share-of-answer gaps, and build category, comparison, use-case, evidence, and citation assets for GEO.
Learn how reviews, testimonials, directory profiles, case proof, and reputation pages support ChatGPT GEO by strengthening evidence, trust, and recommendation context.
Learn how to structure case study pages as ChatGPT GEO evidence assets with baselines, workflows, proof blocks, outcomes, caveats, and reusable source material.
Learn how to build FAQ pages for ChatGPT GEO with real question clusters, standalone answers, proof links, schema-safe structure, and AI-ready answer assets.
Learn how category pages help ChatGPT GEO by defining markets, buyer jobs, adjacent categories, capabilities, proof, and product fit for AI recommendation prompts.