RRepoGEO

REPOGEO REPORT · LITE

sgasser/pasteguard

Default branch main · commit 6162bc35 · scanned 6/2/2026, 12:52:00 AM

GitHub: 646 stars · 27 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 sgasser/pasteguard, 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
  • highabout#1
    Clarify repo description to emphasize LLM browser extension

    Why:

    CURRENT
    AI gets the context. Not your secrets. Open-source privacy proxy for LLMs.
    COPY-PASTE FIX
    Open-source browser extension and privacy proxy for LLMs, redacting sensitive data from prompts locally.
  • mediumreadme#2
    Add a 'Why PasteGuard for LLMs?' section to README

    Why:

    COPY-PASTE FIX
    ## Why PasteGuard for LLMs?
PasteGuard operates as a lightweight browser extension, seamlessly integrating with your favorite LLM interfaces like ChatGPT, Claude, and Gemini. It ensures your sensitive data is redacted *before* it ever leaves your browser for the AI, providing local, real-time privacy protection.
  • lowreadme#3
    Add a 'Comparison' section to README

    Why:

    COPY-PASTE FIX
    ## Comparison with other solutions
Unlike general-purpose DLP tools (e.g., Presidio, Google Cloud DLP) that often require complex setup or cloud integration, PasteGuard is a lightweight, local browser extension specifically designed for LLM prompts. It focuses on real-time, on-device redaction, ensuring your data never leaves your machine. Compared to other browser extensions, PasteGuard offers broad language support and a focus on both PII and API keys.

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 sgasser/pasteguard
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Presidio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Presidio · recommended 1×
  2. Google Cloud Data Loss Prevention (DLP) API · recommended 1×
  3. Amazon Macie · recommended 1×
  4. Private AI · recommended 1×
  5. NLTK (Natural Language Toolkit) · recommended 1×
  • CATEGORY QUERY
    How to redact personal information from prompts before sending to AI models?
    you: not recommended
    AI recommended (in order):
    1. Presidio
    2. Google Cloud Data Loss Prevention (DLP) API
    3. Amazon Macie
    4. Private AI
    5. NLTK (Natural Language Toolkit)
    6. SpaCy
    7. Regular Expressions (Regex)
    8. Hugging Face Transformers

    AI recommended 8 alternatives but never named sgasser/pasteguard. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a browser extension to automatically anonymize sensitive data in LLM prompts locally.
    you: not recommended
    AI recommended (in order):
    1. PromptShield
    2. Private AI Browser Extension
    3. Blurweb.app
    4. Sensa.ai
    5. Tampermonkey (Tampermonkey/tampermonkey)
    6. Greasemonkey (greasemonkey/greasemonkey)

    AI recommended 6 alternatives but never named sgasser/pasteguard. 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 sgasser/pasteguard?
    pass
    AI named sgasser/pasteguard explicitly

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

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

    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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sgasser/pasteguard — 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