RRepoGEO

REPOGEO REPORT · LITE

deedy5/ddgs

Default branch main · commit 783308af · scanned 5/9/2026, 10:27:53 AM

GitHub: 2,607 stars · 251 forks

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 opening to clarify specific niche

    Why:

    CURRENT
    A metasearch library that aggregates results from diverse web search services.
    COPY-PASTE FIX
    A Python library for **unofficial DuckDuckGo web scraping**, enabling programmatic access to search results (text, images, videos, news, etc.) without an official API key. It functions as a metasearch tool by aggregating results from DuckDuckGo's diverse services.
  • mediumtopics#2
    Add specific topics for DuckDuckGo and web scraping

    Why:

    CURRENT
    api, ddgs, dht, mcp, mcp-server, metasearch, p2p, python, search, websearch
    COPY-PASTE FIX
    api, ddgs, metasearch, python, search, websearch, duckduckgo, duckduckgo-scraper, web-scraping, unofficial-api
  • lowhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    [A relevant URL, e.g., project documentation, a dedicated website, or a more detailed GitHub Pages site]

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 · recommended 1×
  3. Oxylabs · recommended 1×
  4. Google Custom Search JSON API · recommended 1×
  5. Bing Web Search API · recommended 1×
  • CATEGORY QUERY
    How can I programmatically combine search results from various web engines?
    you: not recommended
    AI recommended (in order):
    1. SerpApi
    2. Bright Data
    3. Oxylabs
    4. Google Custom Search JSON API
    5. Bing Web Search API
    6. Scrapy
    7. Beautiful Soup
    8. Requests

    AI recommended 8 alternatives but never named deedy5/ddgs. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python library to build a distributed search system or metasearch API.
    you: not recommended
    AI recommended (in order):
    1. Elasticsearch
    2. elasticsearch-py
    3. Apache Solr
    4. pysolr
    5. Whoosh
    6. Haystack
    7. Faiss (Facebook AI Similarity Search)
    8. Redis
    9. RediSearch module

    AI recommended 9 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