RRepoGEO

REPOGEO REPORT · LITE

src-d/hercules

Default branch master · commit 68bb211f · scanned 5/27/2026, 8:36:48 PM

GitHub: 2,796 stars · 290 forks

AI VISIBILITY SCORE
35 /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
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 src-d/hercules, 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 clarify tool type and audience

    Why:

    CURRENT
    Fast, insightful and highly customizable Git history analysis.
    COPY-PASTE FIX
    Hercules is a **programmable framework and CLI tool** for fast, insightful, and highly customizable Git history analysis, designed for **software engineering researchers and data scientists** to extract deep historical metrics and build custom analyses.
  • mediumlicense#2
    Clarify the project's license(s) directly in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under the Apache 2.0 License. See the [LICENSE](LICENSE) file for details.
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    http://godoc.org/gopkg.in/src-d/hercules.v10

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 src-d/hercules
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CodeScene
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. CodeScene · recommended 2×
  2. GitKraken Timelines · recommended 1×
  3. GitPrime · recommended 1×
  4. Atlassian Bitbucket Insights · recommended 1×
  5. Gource · recommended 1×
  • CATEGORY QUERY
    How to extract advanced insights and metrics from a Git repository's history?
    you: not recommended
    AI recommended (in order):
    1. GitKraken Timelines
    2. CodeScene
    3. GitPrime
    4. Atlassian Bitbucket Insights
    5. Gource
    6. GitStats
    7. Jira Align

    AI recommended 7 alternatives but never named src-d/hercules. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help analyze Git history for ML-driven software development insights?
    you: not recommended
    AI recommended (in order):
    1. GitKraken Boards
    2. CodeScene
    3. SonarQube (SonarSource/sonarqube)
    4. Jira
    5. ELK Stack
    6. Google BigQuery
    7. Gitleaks (zricethezav/gitleaks)
    8. Trufflehog (trufflesecurity/trufflehog)

    AI recommended 8 alternatives but never named src-d/hercules. 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 src-d/hercules?
    pass
    AI named src-d/hercules explicitly

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

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

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

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src-d/hercules — 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