RRepoGEO

REPOGEO REPORT · LITE

AmElmo/proofshot

Default branch main · commit 963aa679 · scanned 6/15/2026, 9:42:04 AM

GitHub: 830 stars · 42 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 AmElmo/proofshot, 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 specific topics to improve AI categorization

    Why:

    COPY-PASTE FIX
    ai-agents, agent-verification, browser-automation, qa-tools, cli-tool, generative-ai, code-review-automation
  • highreadme#2
    Reposition the README's opening statement to explicitly state its core purpose for AI agent verification

    Why:

    CURRENT
    Open-source, agent-agnostic CLI that gives AI coding agents eyes.
    COPY-PASTE FIX
    ProofShot is an open-source CLI for AI agent verification, giving AI coding agents 'eyes' to visually confirm UI changes and capture browser errors.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/AmElmo/proofshot

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 AmElmo/proofshot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Playwright
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Playwright · recommended 2×
  2. Cypress · recommended 1×
  3. cypress-image-snapshot · recommended 1×
  4. cypress-plugin-snapshots · recommended 1×
  5. Applitools Eyes · recommended 1×
  • CATEGORY QUERY
    How can I visually verify AI agent's UI changes and capture browser errors?
    you: not recommended
    AI recommended (in order):
    1. Playwright
    2. Cypress
    3. cypress-image-snapshot
    4. cypress-plugin-snapshots
    5. Applitools Eyes
    6. Storybook
    7. Storybook Interaction Addon
    8. Chromatic
    9. Selenium WebDriver
    10. AShot
    11. ImageMagick
    12. Percy

    AI recommended 12 alternatives but never named AmElmo/proofshot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools record browser interactions and collect artifacts for AI-generated code review?
    you: not recommended
    AI recommended (in order):
    1. Playwright

    AI recommended 1 alternative but never named AmElmo/proofshot. 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 AmElmo/proofshot?
    pass
    AI named AmElmo/proofshot explicitly

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

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

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

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AmElmo/proofshot — 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