RRepoGEO

REPOGEO REPORT · LITE

zubair-trabzada/geo-seo-claude

Default branch main · commit 5d8c0afe · scanned 5/25/2026, 2:43:06 PM

GitHub: 7,523 stars · 1,242 forks

AI VISIBILITY SCORE
22 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
1 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface zubair-trabzada/geo-seo-claude, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-seo, generative-engine-optimization, geo-seo, claude-ai, ai-search-optimization, schema-markup, brand-authority, seo-tools, website-optimization
  • highreadme#2
    Strengthen the README's opening to explicitly state it's a framework/tool for AI search optimization

    Why:

    CURRENT
    <p align="center"> <strong>GEO-first, SEO-supported.</strong> Optimize websites for AI-powered search engines<br/> (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. </p>
    COPY-PASTE FIX
    <p align="center"> <strong>zubair-trabzada/geo-seo-claude is a GEO-first, SEO-supported framework</strong> designed to optimize websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews). It provides comprehensive AI search optimization capabilities, including citability scoring, AI crawler analysis, brand authority, and schema markup, while maintaining traditional SEO foundations. </p>
  • mediumreadme#3
    Add a dedicated "Features" section to detail capabilities

    Why:

    COPY-PASTE FIX
    ## Features
    
    - **Citability Scoring:** Evaluate how likely your content is to be cited by AI models.
    - **AI Crawler Analysis:** Understand how AI search engines perceive and index your website.
    - **Brand Authority Enhancement:** Strategies and tools to boost your brand's presence in AI search results.
    - **Schema Markup Generation:** Automate the creation of structured data for better AI understanding.
    - **Platform-Specific Optimization:** Tailor content for different AI platforms (e.g., Claude, Gemini, ChatGPT).
    - **PDF Reports:** Generate comprehensive reports on your AI search optimization performance.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface zubair-trabzada/geo-seo-claude
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Surfer SEO
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Surfer SEO · recommended 1×
  2. Clearscope · recommended 1×
  3. Google's Natural Language API · recommended 1×
  4. Google PageSpeed Insights · recommended 1×
  5. Grammarly · recommended 1×
  • CATEGORY QUERY
    How to optimize website content for AI search engines like Claude and Google AI Overviews?
    you: not recommended
    AI recommended (in order):
    1. Surfer SEO
    2. Clearscope
    3. Google's Natural Language API
    4. Google PageSpeed Insights
    5. Grammarly
    6. Hemingway Editor

    AI recommended 6 alternatives but never named zubair-trabzada/geo-seo-claude. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for improving local SEO and brand authority with AI-driven schema markup?
    you: not recommended
    AI recommended (in order):
    1. Schema App
    2. WordLift
    3. SE Ranking
    4. Rank Math Pro
    5. Yoast SEO Premium
    6. Merkle's Schema Markup Generator

    AI recommended 6 alternatives but never named zubair-trabzada/geo-seo-claude. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of zubair-trabzada/geo-seo-claude?
    pass
    AI did not name zubair-trabzada/geo-seo-claude — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts zubair-trabzada/geo-seo-claude in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zubair-trabzada/geo-seo-claude explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo zubair-trabzada/geo-seo-claude solve, and who is the primary audience?
    pass
    AI did not name zubair-trabzada/geo-seo-claude — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of zubair-trabzada/geo-seo-claude. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite