RRepoGEO

REPOGEO REPORT · LITE

wiltodelta/remove-ai-watermarks

Default branch main · commit 96b3653b · scanned 5/29/2026, 2:07:01 AM

GitHub: 2,634 stars · 220 forks

AI VISIBILITY SCORE
27 /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
1 / 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 wiltodelta/remove-ai-watermarks, 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
    Reposition README opening to emphasize specialized AI watermark removal

    Why:

    CURRENT
    Remove **visible** and **invisible** AI watermarks from images generated by Google Gemini (Nano Banana), ChatGPT / DALL-E, Stable Diffusion, Adobe Firefly, Midjourney, and other AI models. Strips SynthID, C2PA Content Credentials, EXIF/XMP "Made with AI" labels, and visible sparkle overlays — all in one command.
    COPY-PASTE FIX
    The definitive CLI and Python library for **specialized AI watermark removal**, targeting both **visible** and **invisible** AI watermarks from images generated by Google Gemini (Nano Banana), ChatGPT / DALL-E, Stable Diffusion, Adobe Firefly, Midjourney, and other AI models. Unlike general image editors or metadata tools, `remove-ai-watermarks` specifically strips SynthID, C2PA Content Credentials, EXIF/XMP "Made with AI" labels, and visible sparkle overlays — all in one command.
  • mediumtopics#2
    Add more specific differentiating topics

    Why:

    CURRENT
    ai, ai-watermark, c2pa, cli, computer-vision, content-credentials, diffusion-models, exif, flux, gemini, generative-ai, image-processing, metadata, nano-banana, python, stable-diffusion, synthid, watermark-removal
    COPY-PASTE FIX
    ai, ai-watermark, c2pa, cli, computer-vision, content-credentials, diffusion-models, exif, flux, gemini, generative-ai, image-processing, metadata, nano-banana, python, stable-diffusion, synthid, watermark-removal, ai-image-forensics, digital-provenance, content-authenticity, ai-generated-content
  • lowreadme#3
    Add a 'Comparison to Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## Comparison to Alternatives

Unlike general image editors (e.g., Adobe Photoshop, GIMP, Photopea) or metadata tools (e.g., ExifTool, ImageMagick), `remove-ai-watermarks` is purpose-built for the specific challenge of stripping AI-generated watermarks and provenance data. While those tools offer broad image manipulation or metadata viewing, `remove-ai-watermarks` provides specialized algorithms for detecting and removing SynthID, C2PA, EXIF/XMP "Made with AI" tags, and visible AI-specific overlays, often in a single command and with a focus on programmatic use.

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 wiltodelta/remove-ai-watermarks
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ExifTool
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ExifTool · recommended 2×
  2. Adobe Photoshop · recommended 1×
  3. GIMP · recommended 1×
  4. Resynthesizer plugin · recommended 1×
  5. Photopea · recommended 1×
  • CATEGORY QUERY
    How to remove hidden AI provenance data and visible watermarks from generated images?
    you: not recommended
    AI recommended (in order):
    1. Adobe Photoshop
    2. GIMP
    3. Resynthesizer plugin
    4. Photopea
    5. ExifTool
    6. ImageOptim
    7. FileOptimizer
    8. VanceAI Watermark Remover
    9. WatermarkRemover.io

    AI recommended 9 alternatives but never named wiltodelta/remove-ai-watermarks. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Python library for programmatically stripping AI content credentials and metadata from images.
    you: not recommended
    AI recommended (in order):
    1. PILLOWFIGHT
    2. Pillow
    3. ExifTool
    4. ImageMagick

    AI recommended 4 alternatives but never named wiltodelta/remove-ai-watermarks. 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 wiltodelta/remove-ai-watermarks?
    pass
    AI did not name wiltodelta/remove-ai-watermarks — 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?

  • If a team adopts wiltodelta/remove-ai-watermarks in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wiltodelta/remove-ai-watermarks 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 wiltodelta/remove-ai-watermarks solve, and who is the primary audience?
    pass
    AI did not name wiltodelta/remove-ai-watermarks — 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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wiltodelta/remove-ai-watermarks — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite