RRepoGEO

REPOGEO REPORT · LITE

Greenwolf/social_mapper

Default branch master · commit 92be8dae · scanned 6/26/2026, 9:57:46 AM

GitHub: 4,049 stars · 819 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)

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

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 Greenwolf/social_mapper, 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

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

OVERALL DIRECTION
  • mediumhomepage#1
    Add a project homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/Greenwolf/social_mapper
  • lowreadme#2
    Rephrase the README's initial maintenance warning

    Why:

    CURRENT
    **This tool is no longer actively maintained, parts of it may still work and I will accept pull requests to keep it up to dateWARNING: FACEBOOK NOW DETECTS THIS AFTER A FEW 100 SEARCHES, USE ONLY DISPOSABLE FACEBOOK ACCOUNTS**
    COPY-PASTE FIX
    **Note:** While this tool is no longer actively maintained, its core functionality for social media mapping via facial recognition remains relevant for security assessments. Pull requests are welcome to keep it up to date. **WARNING:** FACEBOOK NOW DETECTS THIS AFTER A FEW 100 SEARCHES, USE ONLY DISPOSABLE FACEBOOK ACCOUNTS.

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 Greenwolf/social_mapper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Maltego
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Maltego · recommended 2×
  2. SpiderFoot · recommended 1×
  3. OSINT Framework · recommended 1×
  4. Twint · recommended 1×
  5. Sherlock · recommended 1×
  • CATEGORY QUERY
    How can I automate finding and mapping social media profiles for OSINT investigations?
    you: not recommended
    AI recommended (in order):
    1. Maltego
    2. SpiderFoot
    3. OSINT Framework
    4. Twint
    5. Sherlock
    6. Social Mapper
    7. GHunt

    AI recommended 7 alternatives but never named Greenwolf/social_mapper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools use facial recognition to link social media accounts for security assessments?
    you: not recommended
    AI recommended (in order):
    1. PimEyes
    2. Clearview AI
    3. Social Links
    4. Maltego
    5. Face++
    6. Megvii
    7. Amazon Rekognition

    AI recommended 7 alternatives but never named Greenwolf/social_mapper. 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 Greenwolf/social_mapper?
    pass
    AI named Greenwolf/social_mapper explicitly

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

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

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

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MARKDOWN (README)
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Greenwolf/social_mapper — 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