RRepoGEO

REPOGEO REPORT · LITE

anse-app/anse

Default branch main · commit d4e46e49 · scanned 6/29/2026, 9:16:16 PM

GitHub: 1,973 stars · 414 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 H1/opening paragraph to clarify its core purpose

    Why:

    CURRENT
    Anse is a fully optimized UI for AI Chats.
    COPY-PASTE FIX
    Anse is a self-hostable, local-first web UI for managing diverse AI chat and image generation models.
  • hightopics#2
    Add specific topics to improve category visibility

    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, ai-frontend, ai-client, self-hosted-ai, pwa, local-first
  • mediumreadme#3
    Clarify "Session Record Saving" feature to emphasize AI context

    Why:

    CURRENT
    💬 Session Record SavingWe use `IndexDB` to store local data, it will not be uploaded to the server, security issues are guaranteed.
    COPY-PASTE FIX
    💬 **Local-First AI Conversation Storage:** All your AI chat sessions and image prompts are securely stored locally using `IndexDB` and never uploaded to a server, ensuring complete privacy and data control.

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
InvokeAI/InvokeAI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. InvokeAI/InvokeAI · recommended 1×
  2. open-webui/open-webui · recommended 1×
  3. janhq/jan · recommended 1×
  4. LM Studio · recommended 1×
  5. Draw Things · recommended 1×
  • CATEGORY QUERY
    Looking for a unified web interface to manage interactions with various AI chat and image generation models.
    you: not recommended
    AI recommended (in order):
    1. InvokeAI (InvokeAI/InvokeAI)
    2. OpenWebUI (open-webui/open-webui)
    3. Jan (janhq/jan)
    4. LM Studio
    5. Draw Things
    6. Automatic1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    7. ComfyUI (comfyanonymous/ComfyUI)

    AI recommended 7 alternatives but never named anse-app/anse. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What self-hostable UI provides secure local storage for diverse AI assistant conversations and image prompts?
    you: not recommended
    AI recommended (in order):
    1. Nextcloud
    2. Joplin
    3. Obsidian
    4. BookStack
    5. Wiki.js
    6. Immich
    7. DocuWiki

    AI recommended 7 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.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite