REPOGEO REPORT · LITE

exa-labs/company-researcher

Default branch main · commit 7b5dc790 · scanned 5/9/2026, 6:28:02 PM

GitHub: 1,449 stars · 143 forks

AI VISIBILITY SCORE

22 /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

1 / 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 exa-labs/company-researcher, 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

company-research, open-source, ai-tool, market-intelligence, due-diligence, financial-data, business-intelligence, web-scraping, exa-ai

highreadme#2

Clarify open-source nature and target audience in the README's opening

Why:

CURRENT

# 🔎 Company Researcher
### Powered by Exa.ai - The Search Engine for AI Applications

COPY-PASTE FIX

# 🔎 Company Researcher: An Open-Source AI Tool for Company Insights
### Powered by Exa.ai - The Search Engine for AI Applications

mediumreadme#3

Enhance the 'What is Company Researcher?' section with target audience and value

Why:

CURRENT

## 🎯 What is Company Researcher?

Company Researcher is a free and open-source tool that helps you instantly understand any company inside out. Simply input a company's URL, and the tool gathers comprehensive information from across the web, presenting you with detailed insights about the organization, its products, funding, social presence, and more.

COPY-PASTE FIX

## 🎯 What is Company Researcher?

Company Researcher is a free and open-source tool designed for investors, market analysts, and sales teams to instantly understand any company inside out. By simply inputting a company's URL, the tool automates the time-consuming process of gathering comprehensive information from across the web, presenting you with detailed insights about the organization, its products, funding, social presence, and more, saving hours of manual research.

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 exa-labs/company-researcher

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Bloomberg Terminal

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Bloomberg Terminal · recommended 2×
FactSet · recommended 2×
S&P Capital IQ · recommended 1×
PitchBook · recommended 1×
Refinitiv Eikon · recommended 1×

CATEGORY QUERY
How can I quickly gather comprehensive insights about a company for due diligence?
you: not recommended
AI recommended (in order):
1. S&P Capital IQ
2. Bloomberg Terminal
3. PitchBook
4. Refinitiv Eikon
5. FactSet
6. D&B Hoovers
7. Crunchbase Pro
AI recommended 7 alternatives but never named exa-labs/company-researcher. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools automate gathering public company data, including financials and social presence?
you: not recommended
AI recommended (in order):
1. Quandl (now Nasdaq Data Link)
2. Alpha Vantage
3. FactSet
4. Bloomberg Terminal
5. Refinitiv Eikon (formerly Thomson Reuters Eikon)
6. Sentieo
7. Social Blade
AI recommended 7 alternatives but never named exa-labs/company-researcher. 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 exa-labs/company-researcher?
pass
AI did not name exa-labs/company-researcher — 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?
If a team adopts exa-labs/company-researcher in production, what risks or prerequisites should they evaluate first?
pass
AI named exa-labs/company-researcher 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 exa-labs/company-researcher solve, and who is the primary audience?
pass
AI did not name exa-labs/company-researcher — 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

Drop this badge into the README of exa-labs/company-researcher. 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/exa-labs/company-researcher.svg)](https://repogeo.com/en/r/exa-labs/company-researcher)

HTML

<a href="https://repogeo.com/en/r/exa-labs/company-researcher"><img src="https://repogeo.com/badge/exa-labs/company-researcher.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

exa-labs/company-researcher — 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