REPOGEO REPORT · LITE

Timeverse/My-TW-Coverage

Default branch master · commit 396b8dad · scanned 6/21/2026, 4:03:25 PM

GitHub: 501 stars · 80 forks

AI VISIBILITY SCORE

28 /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

2 / 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 Timeverse/My-TW-Coverage, 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 specific topics to improve categorization

Why:

CURRENT

(none)

COPY-PASTE FIX

equity-research, taiwan-stocks, supply-chain, financial-data, knowledge-graph, company-analysis, investment-research, twse, otc

highreadme#2

Clarify the README's opening to emphasize 'dataset' and 'knowledge base'

Why:

CURRENT

# Taiwan Stock Coverage Database

A structured equity research database covering **1,735 Taiwan-listed companies** (TWSE + OTC) across **99 industry sectors**.

COPY-PASTE FIX

# Taiwan Stock Coverage Database

This repository is a comprehensive, structured **equity research dataset and knowledge base** covering **1,735 Taiwan-listed companies** (TWSE + OTC) across **99 industry sectors**.

mediumhomepage#3
Add a homepage URL to the repository's About section
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
[YOUR_PROJECT_HOMEPAGE_URL_HERE]
```

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 Timeverse/My-TW-Coverage

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Bloomberg Terminal

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Bloomberg Terminal · recommended 1×
Refinitiv Eikon / Workspace · recommended 1×
S&P Capital IQ Pro · recommended 1×
FactSet · recommended 1×
Taiwan Stock Exchange (TWSE) · recommended 1×

CATEGORY QUERY
How to research supply chain dependencies for publicly traded companies in Taiwan?
you: not recommended
AI recommended (in order):
1. Bloomberg Terminal
2. Refinitiv Eikon / Workspace
3. S&P Capital IQ Pro
4. FactSet
5. Taiwan Stock Exchange (TWSE)
6. Taipei Exchange (TPEx)
7. Dun & Bradstreet (D&B) Hoovers
8. Resilinc
9. Everstream Analytics
AI recommended 9 alternatives but never named Timeverse/My-TW-Coverage. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tools for building a searchable knowledge graph of company financial data and relationships?
you: not recommended
AI recommended (in order):
1. Neo4j
2. Amazon Neptune
3. TypeDB
4. ArangoDB
5. Ontotext GraphDB
6. TigerGraph
7. Dgraph
AI recommended 7 alternatives but never named Timeverse/My-TW-Coverage. 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 Timeverse/My-TW-Coverage?
pass
AI named Timeverse/My-TW-Coverage explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Timeverse/My-TW-Coverage in production, what risks or prerequisites should they evaluate first?
pass
AI named Timeverse/My-TW-Coverage 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 Timeverse/My-TW-Coverage solve, and who is the primary audience?
pass
AI did not name Timeverse/My-TW-Coverage — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/Timeverse/My-TW-Coverage.svg)](https://repogeo.com/en/r/Timeverse/My-TW-Coverage)

HTML

<a href="https://repogeo.com/en/r/Timeverse/My-TW-Coverage"><img src="https://repogeo.com/badge/Timeverse/My-TW-Coverage.svg" alt="RepoGEO" /></a>

Pro

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Timeverse/My-TW-Coverage — 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