RRepoGEO

REPOGEO REPORT · LITE

Snaplii-Inc/agent-to-merchant-payments

Default branch main · commit 304ab10c · scanned 5/7/2026, 4:42:32 PM

GitHub: 713 stars · 86 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 Snaplii-Inc/agent-to-merchant-payments, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ["ai-agents", "payments", "e-commerce", "tokenized-payments", "cost-savings", "real-world-commerce"]
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • highreadme#3
    Add a concise tagline to the README's introduction

    Why:

    CURRENT
    # Agent-to-Merchant Payments by Snaplii

> Payments are broken for AI agents.
    COPY-PASTE FIX
    # Agent-to-Merchant Payments by Snaplii
The secure, cost-saving payment layer for autonomous AI agents to transact in the real world.

> Payments are broken for AI agents.

Category GEO backends resolved for this scan: google/gemini-2.0-flash-001, deepseek/deepseek-chat

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.0-flash-001. 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 Snaplii-Inc/agent-to-merchant-payments
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Gnosis Safe
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Gnosis Safe · recommended 1×
  2. HashiCorp Vault · recommended 1×
  3. Ory Hydra · recommended 1×
  4. AWS Secrets Manager · recommended 1×
  5. Azure Key Vault · recommended 1×
  • CATEGORY QUERY
    How can I enable autonomous AI agents to make secure, real-world purchases safely?
    you: not recommended
    AI recommended (in order):
    1. Gnosis Safe
    2. HashiCorp Vault
    3. Ory Hydra
    4. AWS Secrets Manager
    5. Azure Key Vault
    6. Google Cloud Secret Manager
    7. Chainlink
    8. Fortanix Confidential Computing Enclave
    9. Guardrails AI

    AI recommended 9 alternatives but never named Snaplii-Inc/agent-to-merchant-payments. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What payment solutions allow AI agents to transact online while offering transaction cost savings?
    you: not recommended
    AI recommended (in order):
    1. Stripe
    2. PayPal
    3. Wise
    4. Adyen
    5. Checkout.com
    6. Square
    7. Payoneer

    AI recommended 7 alternatives but never named Snaplii-Inc/agent-to-merchant-payments. 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 Snaplii-Inc/agent-to-merchant-payments?
    pass
    AI named Snaplii-Inc/agent-to-merchant-payments explicitly

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

  • If a team adopts Snaplii-Inc/agent-to-merchant-payments in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Snaplii-Inc/agent-to-merchant-payments 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 Snaplii-Inc/agent-to-merchant-payments solve, and who is the primary audience?
    pass
    AI did not name Snaplii-Inc/agent-to-merchant-payments — 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?

Embed your GEO score

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

RepoGEO badge previewLive preview
MARKDOWN (README)
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HTML
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