RRepoGEO

REPOGEO REPORT · LITE

defeat-beta/defeatbeta-api

Default branch main · commit 0b96a390 · scanned 6/6/2026, 5:47:01 AM

GitHub: 648 stars · 54 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 defeat-beta/defeatbeta-api, 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 README opening to explicitly state financial data focus

    Why:

    CURRENT
    An open-source alternative to Yahoo Finance's market data APIs with higher reliability.
    COPY-PASTE FIX
    Defeat Beta API is a high-performance, open-source alternative to Yahoo Finance's market data APIs, providing reliable historical stock market data, financial statements, earnings call transcripts, and stock news.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/defeat-beta/defeatbeta-api
  • lowreadme#3
    Add a concise 'Key Data Provided' section to the README

    Why:

    COPY-PASTE FIX
    ## Key Data Provided

Defeat Beta API offers a comprehensive range of financial market data, including:
- Historical stock market data (prices, volumes)
- Company financial statements (income statements, balance sheets, cash flow)
- Earnings call transcripts
- Stock news and analysis
- Key financial ratios (TTM EPS, PE, Market Cap, PS Ratio, PB Ratio)

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 defeat-beta/defeatbeta-api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Alpha Vantage
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Alpha Vantage · recommended 2×
  2. yfinance · recommended 1×
  3. EOD Historical Data · recommended 1×
  4. Financial Modeling Prep (FMP) · recommended 1×
  5. Quandl (now Nasdaq Data Link) · recommended 1×
  • CATEGORY QUERY
    Need a reliable open-source API for historical stock market data and financial statements.
    you: not recommended
    AI recommended (in order):
    1. yfinance
    2. EOD Historical Data
    3. Alpha Vantage
    4. Financial Modeling Prep (FMP)
    5. Quandl (now Nasdaq Data Link)
    6. OpenBB Terminal

    AI recommended 6 alternatives but never named defeat-beta/defeatbeta-api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a high-performance financial data API with earnings call transcripts and stock news.
    you: not recommended
    AI recommended (in order):
    1. Refinitiv Eikon/Workspace
    2. Bloomberg Terminal
    3. FactSet
    4. S&P Global Market Intelligence
    5. Alpha Vantage
    6. Finnhub
    7. Quiver Quantitative

    AI recommended 7 alternatives but never named defeat-beta/defeatbeta-api. 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 defeat-beta/defeatbeta-api?
    pass
    AI did not name defeat-beta/defeatbeta-api — 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 defeat-beta/defeatbeta-api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named defeat-beta/defeatbeta-api 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 defeat-beta/defeatbeta-api solve, and who is the primary audience?
    pass
    AI named defeat-beta/defeatbeta-api explicitly

    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)
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  • Brand-free category queries5 vs 2 in Lite
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