RRepoGEO

REPOGEO REPORT · LITE

anse-app/anse

Default branch main · commit d4e46e49 · scanned 5/18/2026, 2:31:36 PM

GitHub: 1,975 stars · 417 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 anse-app/anse, 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 sentence to explicitly state its purpose as an AI chat/image generation web UI

    Why:

    CURRENT
    Anse is a fully optimized UI for AI Chats.
    COPY-PASTE FIX
    Anse is a powerful, self-hostable web UI for interacting with multiple AI models, including ChatGPT, DALL-E, and Stable Diffusion, offering an optimized experience for AI chats and image generation.
  • mediumabout#2
    Expand the repository description to include key terms from successful competitor recommendations

    Why:

    CURRENT
    Supercharged experience for multiple models such as ChatGPT, DALL-E and Stable Diffusion.
    COPY-PASTE FIX
    Anse is a self-hostable, open-source web UI providing a supercharged experience for interacting with multiple AI models, including ChatGPT, DALL-E, and Stable Diffusion, with advanced chat and image generation features.
  • lowtopics#3
    Add more specific topics related to web UI, self-hosting, and AI chat/image generation

    Why:

    CURRENT
    azure-openai, chatgpt, dall-e, google-gemini, gpt-3, gpt-35-turbo, gpt-4, openai, stable-diffusion
    COPY-PASTE FIX
    azure-openai, chatgpt, dall-e, google-gemini, gpt-3, gpt-35-turbo, gpt-4, openai, stable-diffusion, web-ui, self-hosted, ai-chat, image-generation-ui, llm-ui

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 anse-app/anse
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LM Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LM Studio · recommended 2×
  2. langchain-ai/langserve · recommended 1×
  3. open-webui/open-webui · recommended 1×
  4. go-skynet/LocalAI · recommended 1×
  5. gradio-app/gradio · recommended 1×
  • CATEGORY QUERY
    What open-source web UI can I use for interacting with multiple large language models?
    you: not recommended
    AI recommended (in order):
    1. LangChain UI (langchain-ai/langserve)
    2. Open WebUI (open-webui/open-webui)
    3. LocalAI (go-skynet/LocalAI)
    4. LM Studio
    5. Gradio (gradio-app/gradio)
    6. Streamlit (streamlit/streamlit)

    AI recommended 6 alternatives but never named anse-app/anse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a self-hostable web interface to manage AI chat and image generation models.
    you: not recommended
    AI recommended (in order):
    1. InvokeAI
    2. Automatic1111's Stable Diffusion web UI
    3. LocalAI
    4. Oobabooga's text-generation-webui
    5. ComfyUI
    6. LM Studio

    AI recommended 6 alternatives but never named anse-app/anse. 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 anse-app/anse?
    pass
    AI named anse-app/anse explicitly

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

  • If a team adopts anse-app/anse in production, what risks or prerequisites should they evaluate first?
    pass
    AI named anse-app/anse 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 anse-app/anse solve, and who is the primary audience?
    pass
    AI named anse-app/anse 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 anse-app/anse. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/anse-app/anse.svg)](https://repogeo.com/en/r/anse-app/anse)
HTML
<a href="https://repogeo.com/en/r/anse-app/anse"><img src="https://repogeo.com/badge/anse-app/anse.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

anse-app/anse — 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