RRepoGEO

REPOGEO REPORT · LITE

jina-ai/node-DeepResearch

Default branch main · commit fd323b52 · scanned 5/28/2026, 1:27:14 PM

GitHub: 5,177 stars · 455 forks

AI VISIBILITY SCORE
33 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 jina-ai/node-DeepResearch, 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 the README H1 and first paragraph to specify category

    Why:

    CURRENT
    # DeepResearch

Official UI | UI Code | Stable API | Blog

Keep searching, reading webpages, reasoning until an answer is found (or the token budget is exceeded). Useful for deeply investigating a query.
    COPY-PASTE FIX
    # DeepResearch: An Autonomous AI Agent for Iterative Web Research

Official UI | UI Code | Stable API | Blog

This repository provides an autonomous AI agent designed to perform iterative web research, continuously searching, reading webpages, and reasoning until a concise answer is found or a token budget is exceeded. It's a complete tool for deep investigation, not a general-purpose library or framework.
  • hightopics#2
    Add broader, descriptive topics to improve categorization

    Why:

    CURRENT
    deepresearch, deepsearch
    COPY-PASTE FIX
    deepresearch, deepsearch, ai-agent, web-research, autonomous-agent, research-automation, llm-agent, iterative-search
  • mediumreadme#3
    Explicitly state the core value proposition as a complete agent

    Why:

    COPY-PASTE FIX
    Add this sentence to the introductory section of the README: "Unlike general-purpose LLM frameworks or web scraping libraries, DeepResearch is a complete, ready-to-use AI agent focused on delivering precise answers through its iterative research loop."

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 jina-ai/node-DeepResearch
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 1×
  2. LlamaIndex · recommended 1×
  3. Beautiful Soup 4 · recommended 1×
  4. Requests · recommended 1×
  5. Selenium WebDriver · recommended 1×
  • CATEGORY QUERY
    How can I implement an AI agent to perform iterative web research for specific answers?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Beautiful Soup 4
    4. Requests
    5. Selenium WebDriver
    6. SerpApi
    7. Google Custom Search API
    8. Playwright
    9. Scrapy

    AI recommended 9 alternatives but never named jina-ai/node-DeepResearch. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a tool for deep web investigation that provides concise answers, not lengthy AI-generated reports.
    you: not recommended
    AI recommended (in order):
    1. Maltego
    2. SpiderFoot
    3. DarkSearch.io
    4. Ahmia
    5. OnionScan
    6. Hunchly

    AI recommended 6 alternatives but never named jina-ai/node-DeepResearch. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 jina-ai/node-DeepResearch?
    pass
    AI did not name jina-ai/node-DeepResearch — 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 jina-ai/node-DeepResearch in production, what risks or prerequisites should they evaluate first?
    pass
    AI named jina-ai/node-DeepResearch 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 jina-ai/node-DeepResearch solve, and who is the primary audience?
    pass
    AI named jina-ai/node-DeepResearch explicitly

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

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jina-ai/node-DeepResearch — 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