REPOGEO REPORT · LITE

geek-fun/dockit

Default branch master · commit ee5c9832 · scanned 5/19/2026, 1:17:30 AM

GitHub: 1,096 stars · 106 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 geek-fun/dockit, 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 H1 to explicitly state its purpose and clarify it's not a Docker tool

Why:

CURRENT

# DocKit

**AI-native desktop client for NoSQL databases. Write queries in natural language. Manage DynamoDB, Elasticsearch, and OpenSearch from one interface.Fast. Local-first. No cloud dependencies.**

COPY-PASTE FIX

# DocKit: AI-Native NoSQL Database GUI Client (NOT a Docker Tool)

**Manage DynamoDB, Elasticsearch, and OpenSearch from one interface with AI-powered natural language queries. Fast. Local-first. No cloud dependencies.**

mediumtopics#2

Expand topics to include more specific AI/NLP terms for database interaction

Why:

CURRENT

copilot, database-gui, dynamodb, dynamodb-gui-client, dynamodb-local, elasticsearch, elasticsearch-client, elasticsearch-dashboards, elasticsearch-gui, kibana, nosql, opensearch, opensearch-dashboards, tauri, tauri-app, tauri-apps

COPY-PASTE FIX

copilot, database-gui, dynamodb, dynamodb-gui-client, dynamodb-local, elasticsearch, elasticsearch-client, elasticsearch-dashboards, elasticsearch-gui, kibana, nosql, opensearch, opensearch-dashboards, tauri, tauri-app, tauri-apps, ai-assistant, natural-language-processing, llm-powered, query-generation

mediumreadme#3

Add a 'Why DocKit?' or 'Comparison' section to the README

Why:

COPY-PASTE FIX

## Why DocKit?

Unlike traditional database GUIs like DataGrip or DBeaver, DocKit is built from the ground up for AI-powered interaction with NoSQL databases. It offers natural language query generation for DynamoDB, Elasticsearch, and OpenSearch, eliminating the need to manually write complex queries.

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 geek-fun/dockit

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

DataGrip

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

DataGrip · recommended 1×
DBeaver Ultimate Edition · recommended 1×
Studio 3T · recommended 1×
NoSQL Booster for MongoDB · recommended 1×
Insomnia · recommended 1×

CATEGORY QUERY
Need a desktop client to manage multiple NoSQL databases from a single interface.
you: not recommended
AI recommended (in order):
1. DataGrip
2. DBeaver Ultimate Edition
3. Studio 3T
4. NoSQL Booster for MongoDB
5. Insomnia
6. Postman
7. TablePlus
AI recommended 7 alternatives but never named geek-fun/dockit. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a GUI tool to write NoSQL database queries using natural language.
you: not recommended
AI recommended (in order):
1. Humane AI
2. ThoughtSpot
3. Tableau CRM
4. Qlik Sense
5. Power BI
6. MongoDB Compass
AI recommended 6 alternatives but never named geek-fun/dockit. 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 geek-fun/dockit?
pass
AI named geek-fun/dockit explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts geek-fun/dockit in production, what risks or prerequisites should they evaluate first?
pass
AI named geek-fun/dockit 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 geek-fun/dockit solve, and who is the primary audience?
pass
AI named geek-fun/dockit 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 geek-fun/dockit. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/geek-fun/dockit.svg)](https://repogeo.com/en/r/geek-fun/dockit)

HTML

<a href="https://repogeo.com/en/r/geek-fun/dockit"><img src="https://repogeo.com/badge/geek-fun/dockit.svg" alt="RepoGEO" /></a>

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geek-fun/dockit — 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