RRepoGEO

REPOGEO REPORT · LITE

motiful/cc-gateway

Default branch main · commit 447fad19 · scanned 5/30/2026, 4:27:57 AM

GitHub: 2,819 stars · 489 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 motiful/cc-gateway, 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
    Clarify "CC" and the project's core function in the README's opening

    Why:

    CURRENT
    <p>Take back control of your AI API telemetry</p>
    COPY-PASTE FIX
    CC Gateway is an **AI API identity gateway** and **reverse proxy** specifically designed for **Claude Code** and other AI APIs. It normalizes device fingerprints and telemetry to ensure privacy-preserving API proxying, helping you take back control of your AI API telemetry.
  • hightopics#2
    Add more specific AI privacy and telemetry anonymization topics

    Why:

    CURRENT
    anthropic, api-gateway, claude-code, docker, fingerprint, privacy, reverse-proxy, telemetry, typescript
    COPY-PASTE FIX
    anthropic, api-gateway, claude-code, docker, fingerprint, privacy, reverse-proxy, telemetry, typescript, ai-privacy, data-anonymization, api-security, llm-privacy, telemetry-anonymization
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://motiful.com/cc-gateway

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 motiful/cc-gateway
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Microsoft SEAL
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Microsoft SEAL · recommended 1×
  2. Google's Fully Homomorphic Encryption (FHE) Library · recommended 1×
  3. IBM HElib · recommended 1×
  4. TensorFlow Federated · recommended 1×
  5. PySyft · recommended 1×
  • CATEGORY QUERY
    How to protect user privacy when integrating third-party AI APIs?
    you: not recommended
    AI recommended (in order):
    1. Microsoft SEAL
    2. Google's Fully Homomorphic Encryption (FHE) Library
    3. IBM HElib
    4. TensorFlow Federated
    5. PySyft
    6. Google's Differential Privacy Library
    7. OpenDP
    8. Sharemind
    9. FRESCO
    10. AWS API Gateway
    11. Lambda
    12. Azure API Management
    13. Apigee

    AI recommended 13 alternatives but never named motiful/cc-gateway. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to anonymize telemetry and device fingerprints for AI API usage?
    you: not recommended
    AI recommended (in order):
    1. Privitar Data Privacy Platform
    2. Google Cloud Data Loss Prevention (DLP) API
    3. Microsoft Azure Purview
    4. Presidio
    5. NIST Privacy Enhancing Technologies (PETs) Toolkit

    AI recommended 5 alternatives but never named motiful/cc-gateway. 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 motiful/cc-gateway?
    pass
    AI named motiful/cc-gateway explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of motiful/cc-gateway. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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motiful/cc-gateway — 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