RRepoGEO

REPOGEO REPORT · LITE

JacobLinCool/d1-manager

Default branch main · commit 3d446a75 · scanned 6/14/2026, 8:02:34 PM

GitHub: 628 stars · 331 forks

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 JacobLinCool/d1-manager, 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 the README's opening paragraph to emphasize 'web UI' and 'admin panel'

    Why:

    CURRENT
    D1 Manager is a web UI and API for Cloudflare D1, a serverless SQL database. It provides a user-friendly interface for managing databases, tables, and records, as well as an API for performing operations programmatically. D1 Manager simplifies database management, enabling users to focus on their data.
    COPY-PASTE FIX
    D1 Manager is a powerful **web-based administrative interface and API** for Cloudflare D1, a serverless SQL database. It provides a user-friendly **web UI** for managing databases, tables, and records, alongside an **AI assistant for SQL generation**, and an API for programmatic operations. D1 Manager simplifies D1 database management, enabling developers to focus on their data with an intuitive dashboard.
  • mediumtopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    cloudflare-pages, d1, database, gpt, sql
    COPY-PASTE FIX
    cloudflare-pages, d1, database, gpt, sql, web-ui, admin-panel, serverless-database, sql-editor, database-management, ai-assistant
  • lowreadme#3
    Add a dedicated section highlighting the AI assistant as a core differentiator

    Why:

    COPY-PASTE FIX
    ## AI-Powered SQL Generation
D1 Manager integrates an advanced AI assistant to help you write SQL queries in natural language. Leverage either the OpenAI API or Cloudflare AI Worker to generate complex queries effortlessly, making database interactions more intuitive and efficient.

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 JacobLinCool/d1-manager
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Drizzle Studio
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Drizzle Studio · recommended 2×
  2. DataGrip · recommended 2×
  3. Cloudflare D1 Dashboard · recommended 1×
  4. Beekeeper Studio · recommended 1×
  5. SQLPad · recommended 1×
  • CATEGORY QUERY
    Need a web-based tool to manage Cloudflare D1 serverless SQL databases and run queries.
    you: not recommended
    AI recommended (in order):
    1. Cloudflare D1 Dashboard
    2. Drizzle Studio
    3. Beekeeper Studio
    4. DataGrip
    5. SQLPad

    AI recommended 5 alternatives but never named JacobLinCool/d1-manager. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an administrative interface for Cloudflare D1, including AI assistance for SQL generation.
    you: not recommended
    AI recommended (in order):
    1. Drizzle Studio
    2. Drizzle ORM
    3. ChatGPT
    4. GitHub Copilot
    5. Google Gemini
    6. wrangler d1
    7. TablePlus
    8. DataGrip
    9. DBeaver
    10. Prisma ORM
    11. Prisma Studio
    12. SQLPage

    AI recommended 12 alternatives but never named JacobLinCool/d1-manager. 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 JacobLinCool/d1-manager?
    pass
    AI named JacobLinCool/d1-manager explicitly

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

  • If a team adopts JacobLinCool/d1-manager in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JacobLinCool/d1-manager 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 JacobLinCool/d1-manager solve, and who is the primary audience?
    pass
    AI named JacobLinCool/d1-manager explicitly

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

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JacobLinCool/d1-manager — 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