RRepoGEO

REPOGEO REPORT · LITE

ZHO-ZHO-ZHO/ComfyUI-InstantID

Default branch main · commit e3df9b0d · scanned 5/22/2026, 10:43:01 PM

GitHub: 1,446 stars · 80 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
22 /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
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 ZHO-ZHO-ZHO/ComfyUI-InstantID, 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 for identity preservation and InstantID

    Why:

    CURRENT
    comfyui, stable-diffusion
    COPY-PASTE FIX
    comfyui, stable-diffusion, instantid, identity-preservation, face-swapping, character-consistency, pose-control
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0) to clarify usage rights.
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    Set the repository's homepage URL to a relevant project page, documentation, or a demo (e.g., `https://github.com/ZHO-ZHO-ZHO/ComfyUI-InstantID#readme` or a dedicated demo page if one exists).

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 ZHO-ZHO-ZHO/ComfyUI-InstantID
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
IP-Adapter
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. IP-Adapter · recommended 1×
  2. ControlNet · recommended 1×
  3. Face Detailer · recommended 1×
  4. ADetailer · recommended 1×
  5. ComfyUI_IPAdapter_plus · recommended 1×
  • CATEGORY QUERY
    How can I maintain consistent character identity across multiple generated images in ComfyUI?
    you: not recommended
    AI recommended (in order):
    1. IP-Adapter
    2. ControlNet
    3. Face Detailer
    4. ADetailer
    5. ComfyUI_IPAdapter_plus
    6. ComfyUI_UltimateSDUpscale
    7. Character LoRAs

    AI recommended 7 alternatives but never named ZHO-ZHO-ZHO/ComfyUI-InstantID. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help combine identity preservation with pose control and artistic styles in ComfyUI workflows?
    you: not recommended
    AI recommended (in order):
    1. IP-Adapter Plus (cubiq/ComfyUI_IPAdapter_plus)
    2. ControlNet (lllyasviel/ControlNet)
    3. Style Aligner (Suzie1/ComfyUI_Style_Aligner)
    4. InstantID (cubiq/ComfyUI_InstantID)
    5. FaceDetailer (BlenderNeko/ComfyUI_FaceDetailer)
    6. Regional Prompters (pythongosssss/ComfyUI-Custom-Nodes-AIO)

    AI recommended 6 alternatives but never named ZHO-ZHO-ZHO/ComfyUI-InstantID. 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 ZHO-ZHO-ZHO/ComfyUI-InstantID?
    pass
    AI did not name ZHO-ZHO-ZHO/ComfyUI-InstantID — 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 ZHO-ZHO-ZHO/ComfyUI-InstantID in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ZHO-ZHO-ZHO/ComfyUI-InstantID 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 ZHO-ZHO-ZHO/ComfyUI-InstantID solve, and who is the primary audience?
    pass
    AI did not name ZHO-ZHO-ZHO/ComfyUI-InstantID — 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

Drop this badge into the README of ZHO-ZHO-ZHO/ComfyUI-InstantID. 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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ZHO-ZHO-ZHO/ComfyUI-InstantID — 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