RRepoGEO

REPOGEO REPORT · LITE

davialabs/davia

Default branch main · commit 0ae5c75f · scanned 5/17/2026, 8:07:57 AM

GitHub: 1,627 stars · 120 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 davialabs/davia, 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
    Add a concise, explicit positioning statement as the very first line of the README

    Why:

    COPY-PASTE FIX
    Davia is an open-source tool for AI coding agents to generate interactive, editable documentation for your codebase.
  • hightopics#2
    Correct typo and refine topics for precision

    Why:

    CURRENT
    ai-tools, documentation, documentation-generator, knowledge-base, knowledge-representation, local, open-sou, wiki, wiki-engine
    COPY-PASTE FIX
    ai-agents, ai-coding-assistants, documentation, documentation-generator, interactive-documentation, codebase-documentation, local-first, open-source, developer-tools, knowledge-management
  • mediumreadme#3
    Elevate the 'What is Davia?' section for immediate visibility

    Why:

    COPY-PASTE FIX
    Move the 'What is Davia?' section (or its core content) to be immediately visible after the initial positioning statement, before any extensive badge blocks or navigation links.

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 davialabs/davia
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot Chat
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot Chat · recommended 1×
  2. Cursor · recommended 1×
  3. OpenAI API · recommended 1×
  4. Tabnine · recommended 1×
  5. Documatic.ai · recommended 1×
  • CATEGORY QUERY
    How can AI coding agents generate interactive, editable documentation for my codebase?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot Chat
    2. Cursor
    3. OpenAI API
    4. Tabnine
    5. Documatic.ai
    6. Swimm.io
    7. Jupyter Notebooks (jupyter/notebook)

    AI recommended 7 alternatives but never named davialabs/davia. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help create a local, interactive knowledge base for developer teams?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Logseq (logseq/logseq)
    3. Joplin (laurent22/joplin)
    4. Dendron (dendron/dendron)
    5. Wiki.js (Requarks/wiki)
    6. Confluence Data Center/Server
    7. TiddlyWiki (TiddlyWiki/TiddlyWiki5)

    AI recommended 7 alternatives but never named davialabs/davia. 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 davialabs/davia?
    pass
    AI named davialabs/davia explicitly

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

  • If a team adopts davialabs/davia in production, what risks or prerequisites should they evaluate first?
    pass
    AI named davialabs/davia 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 davialabs/davia solve, and who is the primary audience?
    pass
    AI named davialabs/davia explicitly

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

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davialabs/davia — 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