RRepoGEO

REPOGEO REPORT · LITE

sail-sg/EditAnything

Default branch main · commit 8d2db4ae · scanned 5/21/2026, 11:08:00 PM

GitHub: 3,428 stars · 199 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)

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

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 sail-sg/EditAnything, 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 categorization

    Why:

    COPY-PASTE FIX
    image-editing, generative-ai, segment-anything, controlnet, stable-diffusion, ai-toolkit, computer-vision, deep-learning, image-manipulation, inpainting, object-manipulation
  • highreadme#2
    Reposition the README's opening sentence to clarify its role as a unified framework

    Why:

    CURRENT
    This is an ongoing project aims to **Edit and Generate Anything** in an image, powered by Segment Anything, ControlNet, BLIP2, Stable Diffusion, etc.
    COPY-PASTE FIX
    EditAnything is a unified open-source framework and toolkit for diverse AI-powered image editing and generation, leveraging models like Segment Anything, ControlNet, BLIP2, and Stable Diffusion. It provides precise, promptable object segmentation for advanced manipulation.
  • mediumhomepage#3
    Add the Hugging Face Space URL as the project homepage

    Why:

    COPY-PASTE FIX
    https://huggingface.co/spaces/shgao/EditAnything

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 sail-sg/EditAnything
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Photoshop
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Photoshop · recommended 1×
  2. Midjourney · recommended 1×
  3. Clipdrop · recommended 1×
  4. Canva · recommended 1×
  5. Luminar Neo · recommended 1×
  • CATEGORY QUERY
    How to perform interactive AI-powered image editing and object manipulation on existing photos?
    you: not recommended
    AI recommended (in order):
    1. Adobe Photoshop
    2. Midjourney
    3. Clipdrop
    4. Canva
    5. Luminar Neo
    6. PhotoRoom

    AI recommended 6 alternatives but never named sail-sg/EditAnything. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source AI tools for generative image editing and inpainting with precise control?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. ControlNet
    3. Automatic1111's Stable Diffusion Web UI
    4. ComfyUI
    5. lama-cleaner
    6. Focal Diffusion
    7. GLIDE
    8. InstructPix2Pix
    9. DeepFill v2

    AI recommended 9 alternatives but never named sail-sg/EditAnything. 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 sail-sg/EditAnything?
    pass
    AI named sail-sg/EditAnything explicitly

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

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

    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 sail-sg/EditAnything. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/sail-sg/EditAnything.svg)](https://repogeo.com/en/r/sail-sg/EditAnything)
HTML
<a href="https://repogeo.com/en/r/sail-sg/EditAnything"><img src="https://repogeo.com/badge/sail-sg/EditAnything.svg" alt="RepoGEO" /></a>
Pro

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sail-sg/EditAnything — 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
sail-sg/EditAnything — RepoGEO report