RRepoGEO

REPOGEO REPORT · LITE

exa-labs/company-researcher

Default branch main · commit 7b5dc790 · scanned 6/19/2026, 3:52:53 PM

GitHub: 1,465 stars · 144 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
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 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:

    CURRENT
    (none)
    COPY-PASTE FIX
    company-research, business-intelligence, open-source, ai-tool, market-intelligence, financial-data
  • highreadme#2
    Reposition README H1/opening to clarify its unique value and category

    Why:

    CURRENT
    # 🔎 Company Researcher
### Powered by Exa.ai - The Search Engine for AI Applications
<br>
## 🎯 What is Company Researcher?
Company Researcher is a free and open-source tool that helps you instantly understand any company inside out.
    COPY-PASTE FIX
    # 🔎 Company Researcher: Open-Source Business Intelligence & Market Research
### Powered by Exa.ai - The Search Engine for AI Applications

## 🎯 What is Company Researcher?
Company Researcher is a free and open-source tool that provides comprehensive business intelligence, acting as a powerful alternative to commercial platforms like Crunchbase or PitchBook. It helps you instantly understand any company inside out.
  • mediumabout#3
    Enhance the repository description for clarity and competitive context

    Why:

    CURRENT
    Company Researcher tool helps you instantly understand any company inside out.
    COPY-PASTE FIX
    Open-source tool for comprehensive company research, offering detailed business intelligence, financials, and market insights as an alternative to commercial platforms.

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
0%
Of all named tools, what % are you?
Top rival
ZoomInfo
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ZoomInfo · recommended 2×
  2. LinkedIn Sales Navigator · recommended 2×
  3. Crunchbase Pro · recommended 1×
  4. PitchBook · recommended 1×
  5. SimilarWeb · recommended 1×
  • CATEGORY QUERY
    How can I quickly gather comprehensive business intelligence on a new company?
    you: not recommended
    AI recommended (in order):
    1. Crunchbase Pro
    2. PitchBook
    3. ZoomInfo
    4. SimilarWeb
    5. LinkedIn Sales Navigator
    6. Glassdoor
    7. Comparably
    8. SEC EDGAR

    AI recommended 8 alternatives but never named exa-labs/company-researcher. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to research company financials, social presence, and product details from a URL.
    you: not recommended
    AI recommended (in order):
    1. ZoomInfo
    2. Crunchbase
    3. Apollo.io
    4. Similarweb
    5. Owler
    6. BuiltWith
    7. LinkedIn Sales Navigator

    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 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?

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exa-labs/company-researcher — RepoGEO report