RRepoGEO

REPOGEO REPORT · LITE

AgriciDaniel/claude-seo

Default branch main · commit d830cdb2 · scanned 6/22/2026, 1:36:17 AM

GitHub: 9,424 stars · 1,361 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 AgriciDaniel/claude-seo, 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
  • highreadme#1
    Explicitly differentiate from full-suite SEO platforms in README

    Why:

    CURRENT
    Claude SEO is an open-source SEO analysis plugin for Claude Code.
    COPY-PASTE FIX
    Claude SEO is an open-source SEO analysis plugin for Claude Code. Unlike full-suite SEO platforms, it integrates directly into Claude AI to provide specialized, AI-driven audit reports and recommendations.
  • mediumreadme#2
    Strengthen the 'Why Claude SEO' section to highlight Claude-specific differentiation

    Why:

    CURRENT
    ### Why Claude SEO

AI-search first.** Aligned with Google's AI Optimization Guide. Question-based citability scoring, primary-source evidence on llms.txt, IPTC `TrainedAlgorithmicMedia` for AI-generated product images, agent-friendly page checks per web.dev.
Parallel execution.** Full site audits spawn up to 15 specialist agents simultaneously. Site-level audits complete in minutes rather than hours.
Falsifiable, not promotional.** Every recommendation
    COPY-PASTE FIX
    ### Why Claude SEO

**AI-search first, specifically for Claude.** Aligned with Google's AI Optimization Guide, Claude SEO leverages Claude's unique capabilities for question-based citability scoring, primary-source evidence on llms.txt, IPTC `TrainedAlgorithmicMedia` for AI-generated product images, and agent-friendly page checks per web.dev. This deep integration with Claude AI sets it apart from generic prompt collections or tools designed for other LLMs.
Parallel execution.** Full site audits spawn up to 15 specialist agents simultaneously. Site-level audits complete in minutes rather than hours.
Falsifiable, not promotional.** Every recommendation
  • lowtopics#3
    Add 'ai-agent' topic to reflect sub-agent functionality

    Why:

    CURRENT
    ai, ai-seo, claude-code, claude-code-skill, marketing-automation, open-source, seo
    COPY-PASTE FIX
    ai, ai-seo, claude-code, claude-code-skill, marketing-automation, open-source, seo, ai-agent

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 AgriciDaniel/claude-seo
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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Surfer SEO · recommended 2×
  2. Ahrefs · recommended 2×
  3. SE Ranking · recommended 1×
  4. Semrush · recommended 1×
  5. PageOptimizer Pro (POP) · recommended 1×
  • CATEGORY QUERY
    What AI-powered tools provide comprehensive SEO analysis across technical and content aspects?
    you: not recommended
    AI recommended (in order):
    1. Surfer SEO
    2. SE Ranking
    3. Semrush
    4. Ahrefs
    5. PageOptimizer Pro (POP)
    6. Frase.io

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant skill to generate actionable SEO audit reports and schema recommendations.
    you: not recommended
    AI recommended (in order):
    1. Surfer SEO
    2. SEMrush
    3. Ahrefs
    4. Google Search Console
    5. Schema App
    6. Yoast SEO

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

    Show full AI answer

Objective checks

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

  • Metadata completeness
    pass

  • 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 AgriciDaniel/claude-seo?
    pass
    AI did not name AgriciDaniel/claude-seo — 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 AgriciDaniel/claude-seo in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AgriciDaniel/claude-seo 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 AgriciDaniel/claude-seo solve, and who is the primary audience?
    pass
    AI did not name AgriciDaniel/claude-seo — 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?

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AgriciDaniel/claude-seo — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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