RRepoGEO

REPOGEO REPORT · LITE

Snaplii-Inc/agent-to-merchant-payments

Default branch main · commit 4fd144bd · scanned 6/18/2026, 1:08:03 AM

GitHub: 807 stars · 92 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root, for example, containing the text of the MIT License.
  • mediumreadme#2
    Refine the README's opening to emphasize 'API & Platform' and 'AI Agents'

    Why:

    CURRENT
    # Agent-to-Merchant Payments by Snaplii

> Payments are broken for AI agents.

Snaplii unlocks real-world commerce with a safe, tokenized payment layer — powered by 500+ merchant gift cards **and bill pay** (utilities, telecom, and more) — and is the only one that actually saves you money (up to 10% per transaction), on top of any existing deals or promotions.
    COPY-PASTE FIX
    # Snaplii: Agent-to-Merchant Payments API & Platform

Snaplii provides a secure, tokenized payment API and platform specifically designed for AI agents, enabling real-world commerce. Powered by 500+ merchant gift cards and bill pay, Snaplii is the only solution that saves users money (up to 10% per transaction), stacking with existing deals.

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 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
Privacy.com
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Privacy.com · recommended 1×
  2. Divvy (now Bill.com Spend & Expense) · recommended 1×
  3. Stripe Issuing · recommended 1×
  4. Marqeta · recommended 1×
  5. Stripe (Payments API) · recommended 1×
  • CATEGORY QUERY
    How can I enable AI agents to make secure, real-world purchases without exposing financial credentials?
    you: not recommended
    AI recommended (in order):
    1. Privacy.com
    2. Divvy (now Bill.com Spend & Expense)
    3. Stripe Issuing
    4. Marqeta
    5. Stripe (Payments API)
    6. Braintree (a PayPal service)
    7. Adyen
    8. Coinbase Commerce
    9. Binance Pay
    10. Plaid
    11. TrueLayer

    AI recommended 11 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 save money on transactions with pre-funded, tokenized methods?
    you: not recommended
    AI recommended (in order):
    1. Stripe Connect
    2. Stripe
    3. Circle
    4. USDC
    5. Stellar
    6. Polygon
    7. Solana
    8. Alchemy Pay
    9. RippleNet
    10. XRP Ledger
    11. XRP
    12. MATIC
    13. DAI
    14. Ethereum
    15. XLM
    16. Lightning Network
    17. Bitcoin

    AI recommended 17 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

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Snaplii-Inc/agent-to-merchant-payments — 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