RRepoGEO

REPOGEO REPORT · LITE

CyberTimon/RapidRAW

Default branch main · commit eab73be5 · scanned 5/17/2026, 12:12:33 AM

GitHub: 6,836 stars · 274 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
    Reposition README opening to explicitly state 'desktop RAW image editor for photographers'

    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 **desktop RAW image editor for photographers**, built with performance in mind. It's a modern, high-performance alternative to Adobe Lightroom® for Windows, macOS, and Linux.
  • highabout#2
    Add homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://www.getrapidraw.com
  • mediumtopics#3
    Add more user-facing and application-specific topics

    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, photo-editor, photography, desktop-app, cross-platform

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. darktable-org/darktable · recommended 1×
  • CATEGORY QUERY
    Seeking a high-performance, non-destructive RAW photo editor for desktop platforms.
    you: not recommended
    AI recommended (in order):
    1. Adobe Lightroom Classic
    2. Capture One Pro
    3. DxO PhotoLab
    4. Affinity Photo
    5. Darktable (darktable-org/darktable)
    6. RawTherapee (Beep6581/RawTherapee)

    AI recommended 6 alternatives but never named CyberTimon/RapidRAW. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are some GPU-accelerated RAW image processing tools built with modern web technologies?
    you: not recommended
    AI recommended (in order):
    1. Darktable
    2. Photopea
    3. Filer.dev
    4. Lightroom Web
    5. Pixlr E

    AI recommended 5 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
<a href="https://repogeo.com/en/r/CyberTimon/RapidRAW"><img src="https://repogeo.com/badge/CyberTimon/RapidRAW.svg" alt="RepoGEO" /></a>
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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