RRepoGEO

REPOGEO REPORT · LITE

goat-sdk/goat

Default branch main · commit 6284131f · scanned 6/4/2026, 11:47:56 PM

GitHub: 993 stars · 301 forks

AI VISIBILITY SCORE
28 /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
2 / 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 goat-sdk/goat, 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
    Strengthen README overview to emphasize unique value for AI agents as economic actors

    Why:

    CURRENT
    GOAT is the **largest agentic finance toolkit** for AI agents.
    COPY-PASTE FIX
    GOAT is the **largest agentic finance toolkit** for AI agents, uniquely enabling them to become economic actors by interacting with blockchains for payments, investments, and asset tokenization.
  • hightopics#2
    Expand repository topics with more specific financial and agent-related keywords

    Why:

    CURRENT
    agents, ai, blockchain, crypto
    COPY-PASTE FIX
    agents, ai, blockchain, crypto, finance, defi, web3-agents, financial-agents, payments, investments, tokenization
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://[your-project-homepage-url]

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 goat-sdk/goat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Web3.js
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Web3.js · recommended 2×
  2. Ethers.js · recommended 2×
  3. OpenAI API · recommended 2×
  4. Alpaca API · recommended 1×
  5. Moralis · recommended 1×
  • CATEGORY QUERY
    How can I equip AI agents to perform financial transactions and manage crypto assets?
    you: not recommended
    AI recommended (in order):
    1. Alpaca API
    2. Moralis
    3. Coinbase Advanced Trade API
    4. Web3.js
    5. Ethers.js
    6. Chainlink
    7. OpenAI API
    8. QuantConnect

    AI recommended 8 alternatives but never named goat-sdk/goat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a toolkit for developing AI agents that interact with blockchains for economic actions.
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. LangChain
    3. Autogen
    4. Foundry
    5. Brownie
    6. Hardhat
    7. Web3.js
    8. Ethers.js

    AI recommended 8 alternatives but never named goat-sdk/goat. 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 goat-sdk/goat?
    pass
    AI did not name goat-sdk/goat — likely talking about a different project

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite