RRepoGEO

REPOGEO REPORT · LITE

DropbaseHQ/dropbase

Default branch main · commit 31a1bfb3 · scanned 5/14/2026, 6:52:40 AM

GitHub: 1,276 stars · 48 forks

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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Strengthen README's opening to clarify positioning against frameworks and low-code

    Why:

    CURRENT
    Dropbase helps you build and prototype web apps faster with AI. Developers can quickly build anything from admin panels, back-office tools, billing dashboards, and internal engineering tools that can fetch data from data sources and trigger action across any internal or external service.
    COPY-PASTE FIX
    Dropbase helps you build and prototype web apps faster with AI. Unlike traditional web frameworks, it provides pre-built UI components and AI-generated code for rapid development, while avoiding the limitations of typical low-code tools. Developers can quickly build anything from admin panels, back-office tools, billing dashboards, and internal engineering tools that can fetch data from data sources and trigger action across any internal or external service.
  • mediumreadme#2
    Clarify the repository's license in the README

    Why:

    COPY-PASTE FIX
    Add a section to the README (e.g., under 'License' or 'Getting Started') that clearly states the terms of use, referencing the existing LICENSE file and explaining any specific conditions or multiple licenses if applicable. Example: 'Dropbase is licensed under [License Name(s)]. See the LICENSE file for full 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
Retool
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Retool · recommended 1×
  2. Microsoft Power Apps · recommended 1×
  3. appsmithorg/appsmith · recommended 1×
  4. Bubble.io · recommended 1×
  5. streamlit/streamlit · recommended 1×
  • CATEGORY QUERY
    How can I quickly build internal web applications using AI code generation?
    you: not recommended
    AI recommended (in order):
    1. Retool
    2. Microsoft Power Apps
    3. Appsmith (appsmithorg/appsmith)
    4. Bubble.io
    5. Streamlit (streamlit/streamlit)
    6. ToolJet (ToolJet/ToolJet)

    AI recommended 6 alternatives but never named DropbaseHQ/dropbase. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a flexible self-hosted tool to build custom web apps, avoiding low-code limitations.
    you: not recommended
    AI recommended (in order):
    1. Django
    2. Ruby on Rails
    3. Laravel
    4. ASP.NET Core
    5. Next.js
    6. Spring Boot
    7. Phoenix

    AI recommended 7 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite