RRepoGEO

REPOGEO REPORT · LITE

BlockRunAI/Franklin

Default branch main · commit 1e5ee7a1 · scanned 5/30/2026, 9:42:32 AM

GitHub: 633 stars · 45 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 BlockRunAI/Franklin, 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 Franklin's scope in the README to explicitly counter misinterpretations about physical world interaction

    Why:

    CURRENT
    Most coding agents write code. Franklin Agent writes code **and spends money to get the job done**. It holds a USDC wallet, picks the best model per task from 55+ providers, purchases trading data, generates images, pays for web search — all autonomously. You state an outcome and set a budget. Franklin Agent decides what to call, what to pay for, and when to stop. Every paid action routes through
    COPY-PASTE FIX
    Most coding agents write code. Franklin Agent writes code **and autonomously spends money to get the job done**. It's an AI agent designed for digital economic actions, not physical world interaction or hardware integration. It holds a USDC wallet, picks the best model per task from 55+ providers, purchases trading data, generates images, pays for web search — all autonomously. You state an outcome and set a budget. Franklin Agent decides what to call, what to pay for, and when to stop. Every paid action routes through
  • highcomparison#2
    Add a comparison section that differentiates Franklin from generic LLM APIs and crypto payment infrastructure

    Why:

    COPY-PASTE FIX
    Franklin Agent is not a generic LLM API (like OpenAI API or Claude) nor a raw crypto payment rail (like Chainlink Functions or Thirdweb SDK). Instead, Franklin is an autonomous AI agent that *orchestrates* these services, making intelligent decisions on which models to use and how to spend cryptocurrency to achieve a stated outcome.
  • mediumabout#3
    Emphasize autonomous decision-making in the repository description

    Why:

    CURRENT
    The AI agent with a wallet — spends USDC autonomously to get real work done. Apache-2.0, TypeScript.
    COPY-PASTE FIX
    The AI agent with a wallet — autonomously makes decisions and spends USDC to get real work done. Apache-2.0, TypeScript.

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 BlockRunAI/Franklin
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. GPT-4 · recommended 1×
  3. GPT-3.5 Turbo · recommended 1×
  4. Anthropic Claude · recommended 1×
  5. Claude 3 Opus · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent that makes autonomous payments for tasks?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. GPT-4
    3. GPT-3.5 Turbo
    4. Anthropic Claude
    5. Claude 3 Opus
    6. Claude 3 Sonnet
    7. Claude 3 Haiku
    8. LangChain
    9. LlamaIndex
    10. Stripe API
    11. PayPal API
    12. Wise API
    13. Google Cloud Functions
    14. AWS Lambda
    15. Azure Functions
    16. PostgreSQL
    17. MongoDB
    18. Redis
    19. Zapier
    20. Make
    21. Docker
    22. Kubernetes

    AI recommended 22 alternatives but never named BlockRunAI/Franklin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools allow an LLM agent to spend cryptocurrency for services?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Chainlink Functions
    3. Thirdweb SDK
    4. Moralis SDK
    5. Coinbase Commerce API
    6. Web3.js
    7. Ethers.js
    8. Alchemy SDK
    9. Infura SDK

    AI recommended 9 alternatives but never named BlockRunAI/Franklin. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 BlockRunAI/Franklin?
    pass
    AI named BlockRunAI/Franklin explicitly

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

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

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

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