RRepoGEO

REPOGEO REPORT · LITE

deedy5/ddgs

Default branch main · commit a12929a7 · scanned 6/19/2026, 5:42:03 AM

GitHub: 2,739 stars · 263 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
35 /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
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 deedy5/ddgs, 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 H1 to clarify DuckDuckGo focus

    Why:

    CURRENT
    # DDGS | Dux Distributed Global Search
A metasearch library that aggregates results from diverse web search services.
    COPY-PASTE FIX
    # DDGS | Dux Distributed Global Search
An unofficial Python metasearch library for programmatically aggregating DuckDuckGo search results from diverse web services.
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    api, ddgs, dht, mcp, mcp-server, metasearch, p2p, python, search, websearch
    COPY-PASTE FIX
    api, ddgs, dht, duckduckgo, mcp, mcp-server, metasearch, p2p, python, search, scraper, web-scraping, websearch
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://pypi.org/project/ddgs

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 deedy5/ddgs
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SerpApi
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. SerpApi · recommended 1×
  2. Bright Data SERP API · recommended 1×
  3. Oxylabs SERP API · recommended 1×
  4. Google Custom Search JSON API · recommended 1×
  5. scrapy/scrapy · recommended 1×
  • CATEGORY QUERY
    How can I programmatically aggregate search results from multiple web search engines?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. Bright Data SERP API
    3. Oxylabs SERP API
    4. Google Custom Search JSON API
    5. Scrapy (scrapy/scrapy)
    6. ProxyMesh
    7. Smartproxy
    8. Geosurf
    9. 2Captcha
    10. Anti-Captcha
    11. Beautiful Soup (crummy/BeautifulSoup)
    12. Cheerio (cheeriojs/cheerio)
    13. Requests (psf/requests)
    14. Axios (axios/axios)
    15. Puppeteer (puppeteer/puppeteer)
    16. Selenium (SeleniumHQ/selenium)

    AI recommended 16 alternatives but never named deedy5/ddgs. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python library to perform distributed web searches and expose an API.
    you: not recommended
    AI recommended (in order):
    1. Scrapy
    2. Scrapy-Redis
    3. Flask
    4. FastAPI
    5. Celery
    6. Requests
    7. BeautifulSoup4
    8. lxml
    9. Playwright
    10. scrapy-playwright
    11. Apache Airflow
    12. Ray

    AI recommended 12 alternatives but never named deedy5/ddgs. 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 deedy5/ddgs?
    pass
    AI named deedy5/ddgs explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts deedy5/ddgs in production, what risks or prerequisites should they evaluate first?
    pass
    AI named deedy5/ddgs 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 deedy5/ddgs solve, and who is the primary audience?
    pass
    AI named deedy5/ddgs explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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deedy5/ddgs — 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