RRepoGEO

REPOGEO REPORT · LITE

GitGuardian/ggshield

Default branch main · commit c465f3fe · scanned 6/22/2026, 4:21:27 PM

GitHub: 1,967 stars · 204 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
75 /100
Needs work
Category recall
1 / 2
Avg rank #1.0 when recommended
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 GitGuardian/ggshield, 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
    Reposition README opening to emphasize Git commit prevention

    Why:

    CURRENT
    `ggshield` is a CLI application that runs in your local environment or in a CI environment to help you detect more than 500+ types of secrets.
    COPY-PASTE FIX
    `ggshield` is a powerful CLI application designed to prevent sensitive API keys and credentials from being committed into your Git repositories. It runs as a pre-commit hook or in your CI environment to detect over 500+ types of secrets proactively.
  • mediumtopics#2
    Add more specific Git-related topics

    Why:

    CURRENT
    apikey, code, credentials, devsecops, key, leak, precommit, scanning, secrets-detection, secrets-management, security
    COPY-PASTE FIX
    apikey, code, credentials, devsecops, git-hooks, git-security, key, leak, precommit, scanning, secrets-detection, secrets-management, security
  • mediumreadme#3
    Add a 'Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    ## Why ggshield? (Differentiators)

While many tools detect secrets, ggshield stands out with its highly accurate, real-time secret detection combined with an enterprise-grade platform for centralized management, incident response, and remediation, offering a complete solution for organizations.

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
1 / 2
50% of queries surface GitGuardian/ggshield
Avg rank
#1.0
Lower is better. #1 = top recommendation.
Share of voice
20%
Of all named tools, what % are you?
Top rival
trufflesecurity/trufflehog
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. trufflesecurity/trufflehog · recommended 1×
  2. zricethezav/gitleaks · recommended 1×
  3. Yelp/detect-secrets · recommended 1×
  4. awslabs/repo-security-scanner · recommended 1×
  • CATEGORY QUERY
    How to prevent sensitive API keys and credentials from being committed into a Git repository?
    you: not recommended
    Show full AI answer
  • CATEGORY QUERY
    What are good tools for scanning code for exposed secrets before pushing to remote?
    you: #1
    AI recommended (in order):
    1. GitGuardian CLI (ggshield) (gitguardian/ggshield) ← you
    2. TruffleHog (trufflesecurity/trufflehog)
    3. Gitleaks (zricethezav/gitleaks)
    4. detect-secrets (Yelp/detect-secrets)
    5. repo-security-scanner (awslabs/repo-security-scanner)
    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 GitGuardian/ggshield?
    pass
    AI named GitGuardian/ggshield explicitly

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

  • If a team adopts GitGuardian/ggshield in production, what risks or prerequisites should they evaluate first?
    pass
    AI named GitGuardian/ggshield 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 GitGuardian/ggshield solve, and who is the primary audience?
    pass
    AI named GitGuardian/ggshield explicitly

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

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GitGuardian/ggshield — 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