RRepoGEO

REPOGEO REPORT · LITE

adieyal/sd-dynamic-prompts

Default branch main · commit de056ff8 · scanned 5/22/2026, 12:03:07 PM

GitHub: 2,273 stars · 300 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
28 /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
2 / 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 adieyal/sd-dynamic-prompts, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    stable-diffusion, automatic1111, prompt-engineering, prompt-generation, ai-art, text-to-image, stable-diffusion-webui, extension
  • highreadme#2
    Refine README's opening sentence to emphasize automation and tooling

    Why:

    CURRENT
    A custom extension for AUTOMATIC1111/stable-diffusion-webui that implements an expressive template language for random or combinatorial prompt generation along with features to support deep wildcard directory structures.
    COPY-PASTE FIX
    A powerful extension for AUTOMATIC1111/stable-diffusion-webui, `sd-dynamic-prompts` automates the creation of diverse and combinatorial prompts using an expressive template language, enabling systematic exploration of image generation possibilities.
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://github.com/adieyal/sd-dynamic-prompts#readme

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 adieyal/sd-dynamic-prompts
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
PromptBase
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. PromptBase · recommended 1×
  2. PromptHero · recommended 1×
  3. Lexica · recommended 1×
  4. GPT-3.5 · recommended 1×
  5. GPT-4 · recommended 1×
  • CATEGORY QUERY
    How to create diverse and randomized prompts for AI image generation models?
    you: not recommended
    AI recommended (in order):
    1. PromptBase
    2. PromptHero
    3. Lexica
    4. GPT-3.5
    5. GPT-4
    6. Claude
    7. Llama 2
    8. Python
    9. random
    10. itertools
    11. NLTK
    12. spaCy
    13. Artbreeder
    14. Midjourney
    15. Stable Diffusion
    16. Automatic1111
    17. Thesaurus.com
    18. WordHippo

    AI recommended 18 alternatives but never named adieyal/sd-dynamic-prompts. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a tool to automate structured prompt variations for stable diffusion models.
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion WebUI
    2. InvokeAI
    3. ComfyUI
    4. Diffusers Library
    5. DreamStudio

    AI recommended 5 alternatives but never named adieyal/sd-dynamic-prompts. 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 adieyal/sd-dynamic-prompts?
    pass
    AI did not name adieyal/sd-dynamic-prompts — 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 adieyal/sd-dynamic-prompts in production, what risks or prerequisites should they evaluate first?
    pass
    AI named adieyal/sd-dynamic-prompts 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 adieyal/sd-dynamic-prompts solve, and who is the primary audience?
    pass
    AI named adieyal/sd-dynamic-prompts explicitly

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

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adieyal/sd-dynamic-prompts — 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