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geo-platform-optimizer

Tests and optimizes brand visibility across Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot.

15|3|Updated Jul 9, 2026
Search Tags:#chatgpt#perplexity#geo#ai search#google ai overviews#citation optimization#visibility testing
One-click install
npx skills add https://github.com/thefear078/cursor-kit-for-ai --skill geo-platform-optimizer-thefear078
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-platform-optimizer
Source: https://github.com/thefear078/cursor-kit-for-ai/tree/main/plugins/geo-seo/skills/geo-platform-optimizer
Command: npx skills add https://github.com/thefear078/cursor-kit-for-ai --skill geo-platform-optimizer-thefear078

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? A site can be visible in Perplexity yet invisible in ChatGPT because each AI search platform has different crawlers, source preferences, citation formats, and freshness requirements. This Skill diagnoses platform-specific visibility gaps and produces targeted optimization playbooks instead of generic GEO advice. ## Core Features & Use Cases - Platform Profiles: Documents crawler behavior, source preferences, and required checks for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot. - Cross-Platform Test Matrix: Runs 5-10 target queries (brand, product, category, comparison, pricing) across all platforms and scores visibility 0-100 per platform. - Platform-Specific Playbooks: Provides step-by-step remediation for each platform, such as unblocking PerplexityBot, publishing llms.txt for ChatGPT, or submitting sitemaps to Bing Webmaster Tools. - Use Case: A brand appears in Google AI Overviews but never in Perplexity answers. Run the test matrix, discover PerplexityBot is blocked in robots.txt, unblock it, and rewrite top pages with 134-167 word quotable passages. ## Quick Start Test my brand's visibility across Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot using these target queries and produce a platform optimization report.

Frequently Asked Questions about geo-platform-optimizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I test if my site appears in ChatGPT and Perplexity answers?▼

Run 5-10 target queries covering brand, product, category, comparison, and pricing intents on each platform. Record whether your site is cited, which URL appears, position among sources, and description accuracy in a test matrix.

Why is my site visible in Perplexity but not in ChatGPT?▼

Each platform uses different crawlers and source preferences. ChatGPT relies on GPTBot and OAI-SearchBot plus training data, while Perplexity favors recent, quotable content. Check robots.txt for blocked bots and verify llms.txt and entity schema.

Does blocking Google-Extended affect Google AI Overviews?▼

No. Blocking Google-Extended only opts out of Gemini training data; it does not affect Google Search indexing or AI Overviews, which use Googlebot. AI Overviews visibility depends on traditional ranking, schema, and E-E-A-T signals.

How do I get cited by Perplexity more often?▼

First ensure PerplexityBot is allowed in robots.txt, since it also drives referral traffic. Then rewrite key pages with 134-167 word quotable passages, add visible dateModified dates, publish fresh content, and earn Reddit mentions.

What should I do before platform-specific AI search optimization?▼

Complete foundational GEO work first: verify crawler access, fix technical rendering issues like SSR, and deploy structured data. Platform optimization on a broken foundation wastes effort because all platforms depend on crawlable, well-structured pages.

How often should AI search visibility be monitored?▼

Run 3 brand queries across platforms weekly, a full test matrix of all queries and platforms monthly, and a complete re-score with a GEO audit quarterly. Also track AI referral traffic from perplexity.ai and chatgpt.com in GA4.

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