RRepoGEO

REPOGEO REPORT · LITE

Anil-matcha/Open-AI-Design-Agent

Default branch main · commit b9ca8ecc · scanned 5/30/2026, 5:17:54 AM

GitHub: 757 stars · 159 forks

AI VISIBILITY SCORE
27 /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
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 Anil-matcha/Open-AI-Design-Agent, 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
    Move the 'Automate Lovart... Generative-Media-Skills' blockquote

    Why:

    CURRENT
    The blockquote starting with '🤖 **Automate Lovart, Runway, Luma Labs, Krea, Pika & more with AI coding agents:** Generative-Media-Skills — a library of skills...'
    COPY-PASTE FIX
    Move this blockquote to a new section titled 'How it Works' or 'Under the Hood' further down the README, after the core features and usage are introduced.
  • hightopics#2
    Add more specific creative and marketing-related topics

    Why:

    CURRENT
    ai-creative-agent, ai-design-agent, ai-logo, ai-poster, ai-video-agent, brand-kit, design-agent, galileo-ai, krea-agent, lovart, lovart-alternative, luma-agent, luma-labs, magic-patterns, open-source, pika-agent, runway-agent, runway-alternative, self-hosted
    COPY-PASTE FIX
    ai-creative-agent, ai-design-agent, ai-logo, ai-poster, ai-video-agent, brand-kit, design-agent, galileo-ai, krea-agent, lovart, lovart-alternative, luma-agent, luma-labs, magic-patterns, open-source, pika-agent, runway-agent, runway-alternative, self-hosted, marketing-creatives, ad-creatives, video-generation, brand-identity, creative-automation
  • mediumabout#3
    Add a clarifying sentence to the 'About' description

    Why:

    CURRENT
    Open-source AI design agent — alternative to Lovart AI, Runway Agent, Luma Labs Agent, Krea Agent, Pika Agent, Galileo AI, Magic Patterns. Autonomous multi-step creative for posters, social, brand kits, ad creatives, and video. Free, MIT-licensed, self-hosted.
    COPY-PASTE FIX
    Open-source AI design agent — alternative to Lovart AI, Runway Agent, Luma Labs Agent, Krea Agent, Pika Agent, Galileo AI, Magic Patterns. Autonomous multi-step creative for posters, social, brand kits, ad creatives, and video. Free, MIT-licensed, self-hosted. Specialized for visual media and marketing content, not UI/UX or code generation.

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 Anil-matcha/Open-AI-Design-Agent
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Auto-GPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Auto-GPT · recommended 1×
  2. BabyAGI · recommended 1×
  3. LangChain Agents · recommended 1×
  4. Hugging Face Transformers · recommended 1×
  5. Open-Assistant · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source AI agent to autonomously generate marketing creatives and video content.
    you: not recommended
    AI recommended (in order):
    1. Auto-GPT
    2. BabyAGI
    3. LangChain Agents
    4. Hugging Face Transformers
    5. Open-Assistant
    6. MoviePy
    7. DeepMotion

    AI recommended 7 alternatives but never named Anil-matcha/Open-AI-Design-Agent. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best free self-hosted alternatives for AI-powered brand kit and ad creative generation?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. ControlNet
    3. Automatic1111
    4. ComfyUI
    5. InvokeAI
    6. Fooocus
    7. Openjourney
    8. GIMP
    9. Krita

    AI recommended 9 alternatives but never named Anil-matcha/Open-AI-Design-Agent. 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 Anil-matcha/Open-AI-Design-Agent?
    pass
    AI did not name Anil-matcha/Open-AI-Design-Agent — 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 Anil-matcha/Open-AI-Design-Agent in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Anil-matcha/Open-AI-Design-Agent 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 Anil-matcha/Open-AI-Design-Agent solve, and who is the primary audience?
    pass
    AI did not name Anil-matcha/Open-AI-Design-Agent — 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?

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Anil-matcha/Open-AI-Design-Agent — 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