RRepoGEO

REPOGEO REPORT · LITE

CyberTimon/RapidRAW

Default branch main · commit 7af3725b · scanned 6/27/2026, 10:02:27 PM

GitHub: 8,609 stars · 421 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 CyberTimon/RapidRAW, 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
    Clarify README's opening sentence to emphasize 'desktop application'

    Why:

    CURRENT
    > A beautiful, non-destructive, and GPU-accelerated RAW image editor built with performance in mind.
    COPY-PASTE FIX
    > RapidRAW is a beautiful, non-destructive, and GPU-accelerated RAW image editor desktop application, built with performance in mind.
  • mediumhomepage#2
    Add official website to the 'homepage' field

    Why:

    COPY-PASTE FIX
    https://www.getrapidraw.com
  • mediumtopics#3
    Augment topics with more specific application-oriented terms

    Why:

    CURRENT
    color-grading, editing, image-processing, masks, raw, react, rust, tauri
    COPY-PASTE FIX
    color-grading, editing, image-processing, masks, raw, react, rust, tauri, desktop-app, photo-editor, image-editor

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 CyberTimon/RapidRAW
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Lightroom Classic
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Lightroom Classic · recommended 1×
  2. Capture One Pro · recommended 1×
  3. DxO PhotoLab · recommended 1×
  4. Affinity Photo · recommended 1×
  5. ON1 Photo RAW · recommended 1×
  • CATEGORY QUERY
    What are high-performance, non-destructive RAW image editors for professional photography workflows?
    you: not recommended
    AI recommended (in order):
    1. Adobe Lightroom Classic
    2. Capture One Pro
    3. DxO PhotoLab
    4. Affinity Photo
    5. ON1 Photo RAW

    AI recommended 5 alternatives but never named CyberTimon/RapidRAW. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a lightweight, cross-platform photo editor built with Rust and modern web technologies.
    you: not recommended
    AI recommended (in order):
    1. Poli (Poli-rs/Poli)
    2. Azul (maps4print/azul)
    3. image (image-rs/image)
    4. photon-rs (silvia-odwyer/photon)
    5. imageproc (image-rs/imageproc)
    6. Tauri (tauri-apps/tauri)
    7. React (facebook/react)
    8. Vue (vuejs/vue)
    9. Svelte (sveltejs/svelte)
    10. Electron (electron/electron)

    AI recommended 10 alternatives but never named CyberTimon/RapidRAW. 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 CyberTimon/RapidRAW?
    pass
    AI named CyberTimon/RapidRAW explicitly

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

  • If a team adopts CyberTimon/RapidRAW in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CyberTimon/RapidRAW 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 CyberTimon/RapidRAW solve, and who is the primary audience?
    pass
    AI named CyberTimon/RapidRAW 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 CyberTimon/RapidRAW. 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)
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HTML
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CyberTimon/RapidRAW — 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