RRepoGEO

REPOGEO REPORT · LITE

jbilcke-hf/ai-comic-factory

Default branch main · commit c5dc3c7d · scanned 5/19/2026, 5:17:42 AM

GitHub: 1,314 stars · 292 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
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 jbilcke-hf/ai-comic-factory, 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's opening to highlight unique value

    Why:

    CURRENT
    # AI Comic Factory
    COPY-PASTE FIX
    # AI Comic Factory: Create multi-panel, sequential comic strips and visual stories from text prompts using AI.
  • mediumtopics#2
    Add more specific topics for generative sequential art

    Why:

    CURRENT
    ai, comics, openclap
    COPY-PASTE FIX
    ai, comics, generative-ai, text-to-image, sequential-art, storytelling-ai, comic-generator, openclap
  • mediumreadme#3
    Add a dedicated section on unique features and differentiation

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., `## Why AI Comic Factory?` or `## Key Features`, early in the README that explicitly details its focus on generating *multi-panel, sequential comic strips* with narrative flow and character consistency, contrasting it with single-image AI generators.

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 jbilcke-hf/ai-comic-factory
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. DALL-E 3 · recommended 2×
  3. Stable Diffusion · recommended 2×
  4. Canva · recommended 1×
  5. Clip Studio Paint · recommended 1×
  • CATEGORY QUERY
    How can I quickly generate comic strips and panels using artificial intelligence?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. Stable Diffusion
    4. Canva
    5. Clip Studio Paint
    6. ComicFactory.ai
    7. Artbreeder

    AI recommended 7 alternatives but never named jbilcke-hf/ai-comic-factory. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create visual stories and sequential art from text prompts using AI?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. DALL-E 3
    4. Leonardo.Ai
    5. Adobe Firefly
    6. RunwayML

    AI recommended 6 alternatives but never named jbilcke-hf/ai-comic-factory. 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 jbilcke-hf/ai-comic-factory?
    pass
    AI named jbilcke-hf/ai-comic-factory explicitly

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

  • If a team adopts jbilcke-hf/ai-comic-factory in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jbilcke-hf/ai-comic-factory 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 jbilcke-hf/ai-comic-factory solve, and who is the primary audience?
    pass
    AI named jbilcke-hf/ai-comic-factory explicitly

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

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jbilcke-hf/ai-comic-factory — 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