RRepoGEO

REPOGEO REPORT · LITE

DropbaseHQ/dropbase

Default branch main · commit 31a1bfb3 · scanned 6/24/2026, 7:07:58 PM

GitHub: 1,281 stars · 48 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /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
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 DropbaseHQ/dropbase, 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
    ['internal-tools', 'web-app-builder', 'ai-code-generation', 'python', 'self-hosted', 'low-code', 'no-code', 'admin-panel', 'dashboard', 'back-office']
  • highabout#2
    Refine the repository description to emphasize 'internal tools' and 'app builder'

    Why:

    CURRENT
    Dropbase helps developers build and prototype web apps faster with AI. Dropbase is local-first and self hosted.
    COPY-PASTE FIX
    Dropbase is a local-first, self-hosted AI-based web app builder for internal tools, helping developers prototype and build admin panels, dashboards, and back-office apps faster.
  • mediumreadme#3
    Clarify the existing license in the README

    Why:

    COPY-PASTE FIX
    Add a section or line in the README, e.g., 'License: This project is licensed under the terms found in the LICENSE file. Please refer to the LICENSE file for details.'

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 DropbaseHQ/dropbase
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
GitHub Copilot
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. GitHub Copilot · recommended 1×
  2. Cursor · recommended 1×
  3. Vercel v0 · recommended 1×
  4. Replit AI · recommended 1×
  5. AWS CodeWhisperer · recommended 1×
  • CATEGORY QUERY
    How can I quickly build web apps and internal tools using AI code generation?
    you: not recommended
    AI recommended (in order):
    1. GitHub Copilot
    2. Cursor
    3. Vercel v0
    4. Replit AI
    5. AWS CodeWhisperer
    6. Tabnine
    7. OpenAI API

    AI recommended 7 alternatives but never named DropbaseHQ/dropbase. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a self-hosted Python framework for rapidly prototyping web applications with AI assistance.
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Streamlit
    3. FastAPI
    4. Flask
    5. Django

    AI recommended 5 alternatives but never named DropbaseHQ/dropbase. 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 DropbaseHQ/dropbase?
    pass
    AI named DropbaseHQ/dropbase explicitly

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

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

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

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DropbaseHQ/dropbase — 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