RRepoGEO

REPOGEO REPORT · LITE

blorm-network/ZerePy

Default branch main · commit b72c6050 · scanned 6/12/2026, 12:46:48 AM

GitHub: 580 stars · 255 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 blorm-network/ZerePy, 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's opening sentence to clarify core purpose

    Why:

    CURRENT
    ZerePy is an open-source Python framework designed to let you deploy your own agents on X, powered by multiple LLMs.
    COPY-PASTE FIX
    ZerePy is an open-source Python framework for building and deploying AI agents that interact with social media platforms (like X, Farcaster) and integrate with various blockchain networks (Solana, Ethereum, Monad), powered by multiple LLMs.
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-agents, python, llm, blockchain, social-media, twitter-x, farcaster, solana, ethereum, monad, agent-framework
  • mediumreadme#3
    Add a concise 'Why ZerePy?' section for differentiation

    Why:

    COPY-PASTE FIX
    ## Why ZerePy?
Unlike general-purpose AI agent frameworks, ZerePy is specifically engineered for agents requiring direct, multi-platform social media interaction (X, Farcaster) combined with robust blockchain integration (Solana, Ethereum, Monad). It provides a ready-to-deploy solution for agents operating at the intersection of AI, social, and web3.

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 blorm-network/ZerePy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 1×
  3. Haystack · recommended 1×
  4. CrewAI · recommended 1×
  5. AutoGen · recommended 1×
  • CATEGORY QUERY
    What Python framework helps deploy AI agents interacting with social media and multiple LLMs?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Haystack
    4. CrewAI
    5. AutoGen
    6. Transformers
    7. Tweepy
    8. python-instagram-private-api
    9. instaloader
    10. facebook-sdk

    AI recommended 10 alternatives but never named blorm-network/ZerePy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an open-source Python framework to build AI agents with blockchain integration.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Gym
    2. Web3.py
    3. Brownie
    4. OpenMined PySyft
    5. LangChain
    6. PettingZoo
    7. Vyper

    AI recommended 7 alternatives but never named blorm-network/ZerePy. 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 blorm-network/ZerePy?
    pass
    AI named blorm-network/ZerePy explicitly

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

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

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

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blorm-network/ZerePy — 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