RRepoGEO

REPOGEO REPORT · LITE

zubair-trabzada/ai-legal-claude

Default branch main · commit 19ece98d · scanned 6/29/2026, 2:27:26 AM

GitHub: 1,490 stars · 342 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
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/ai-legal-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
  • highlicense#1
    Add a LICENSE file

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the root of the repository with a standard open-source license (e.g., MIT, Apache-2.0, or GPL-3.0).
  • hightopics#2
    Add relevant GitHub topics

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai, legal-tech, claude, contract-review, nda-generation, compliance, legal-assistant, generative-ai, llm, python
  • mediumreadme#3
    Clarify open-source positioning in README's opening

    Why:

    CURRENT
    <p align="center"> <strong>AI-powered contract review and legal document generation.</strong> Review contracts, flag risks,<br/> generate NDAs, check compliance, negotiate terms, and produce client-ready PDF reports — all from Claude Code. </p>
    COPY-PASTE FIX
    <p align="center"> <strong>An open-source AI Legal Assistant for Claude Code.</strong> This project provides a powerful, self-hostable toolkit for contract review, risk analysis, NDA generation, compliance auditing, negotiation strategy, and PDF reports — all powered by Claude. </p>

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/ai-legal-claude
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DocuSign CLM
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DocuSign CLM · recommended 2×
  2. ThoughtTrace · recommended 1×
  3. Kira Systems · recommended 1×
  4. ContractPodAI · recommended 1×
  5. Luminance · recommended 1×
  • CATEGORY QUERY
    Need an AI tool to quickly analyze legal contracts and identify potential risks.
    you: not recommended
    AI recommended (in order):
    1. ThoughtTrace
    2. Kira Systems
    3. ContractPodAI
    4. Luminance
    5. Evisort
    6. LexisNexis CounselLink
    7. DocuSign CLM

    AI recommended 7 alternatives but never named zubair-trabzada/ai-legal-claude. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant to automate legal document generation and ensure compliance.
    you: not recommended
    AI recommended (in order):
    1. ContractPodAi
    2. Ironclad
    3. DocuSign CLM
    4. Legartis
    5. LawGeex
    6. Juro

    AI recommended 6 alternatives but never named zubair-trabzada/ai-legal-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/ai-legal-claude?
    pass
    AI did not name zubair-trabzada/ai-legal-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/ai-legal-claude in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zubair-trabzada/ai-legal-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/ai-legal-claude solve, and who is the primary audience?
    pass
    AI did not name zubair-trabzada/ai-legal-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

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zubair-trabzada/ai-legal-claude — 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