RRepoGEO

REPOGEO REPORT · LITE

TelegramMessenger/cocoon

Default branch main · commit 9060ce5b · scanned 6/15/2026, 6:12:58 AM

GitHub: 827 stars · 109 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 TelegramMessenger/cocoon, 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
  • highabout#1
    Update repository description

    Why:

    CURRENT
    cocoon
    COPY-PASTE FIX
    Decentralized AI inference on TON blockchain using confidential compute (TEE) for secure, verifiable, and monetizable GPU services.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    confidential-compute, decentralized-ai, ai-inference, trusted-execution-environment, tee, gpu-monetization, blockchain, ton, web3, machine-learning, privacy
  • mediumhomepage#3
    Add a project homepage URL

    Why:

    COPY-PASTE FIX
    https://[YOUR_COCOON_PROJECT_HOMEPAGE_URL_HERE]

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 TelegramMessenger/cocoon
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Oasis Network
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Oasis Network · recommended 2×
  2. Golem Network · recommended 2×
  3. Gensyn · recommended 1×
  4. Truebit · recommended 1×
  5. zkonduit/ezkl · recommended 1×
  • CATEGORY QUERY
    How to run AI models securely in a decentralized environment with verifiable compute?
    you: not recommended
    AI recommended (in order):
    1. Gensyn
    2. Truebit
    3. EZKL (zkonduit/ezkl)
    4. Zator (zatorlabs/zator)
    5. Oasis Network
    6. Aleo
    7. Golem Network
    8. Flux

    AI recommended 8 alternatives but never named TelegramMessenger/cocoon. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What platforms allow me to monetize my GPU by providing confidential AI inference?
    you: not recommended
    AI recommended (in order):
    1. Oasis Network
    2. Phala Network
    3. Golem Network
    4. Akash Network
    5. Render Network
    6. FLock.io

    AI recommended 6 alternatives but never named TelegramMessenger/cocoon. 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 TelegramMessenger/cocoon?
    pass
    AI named TelegramMessenger/cocoon explicitly

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

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