RRepoGEO

REPOGEO REPORT · LITE

AnotiaWang/deep-research-web-ui

Default branch main · commit 714a6e13 · scanned 6/30/2026, 12:52:48 PM

GitHub: 2,189 stars · 299 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
22 /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
1 / 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 AnotiaWang/deep-research-web-ui, 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 and opening paragraph to clarify purpose

    Why:

    CURRENT
    # Deep Research Web UI

[English | [中文](README_zh.md)]

This is a web UI for https://github.com/dzhng/deep-research, with several improvements and fixes.
    COPY-PASTE FIX
    # Deep Research Web UI: An AI-Powered Research Assistant

[English | [中文](README_zh.md)]

This project provides a user-friendly web interface for an AI-powered research assistant that performs iterative, deep research on any topic. It combines search engines, web scraping, and large language models to generate comprehensive reports, offering a secure, real-time, and visual interface.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, or GPL-3.0).
  • mediumtopics#3
    Refine repository topics for better categorization

    Why:

    CURRENT
    agent, ai, free, gpt, nuxt, openai, research, web
    COPY-PASTE FIX
    ai, research, web-ui, research-assistant, report-generation, search-visualization, llm, deep-research, web-scraping, gpt, openai

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 AnotiaWang/deep-research-web-ui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Significant-Gravitas/AutoGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Significant-Gravitas/AutoGPT · recommended 1×
  2. yoheinakajima/babyagi · recommended 1×
  3. langchain-ai/langchain · recommended 1×
  4. run-llama/llama_index · recommended 1×
  5. microsoft/autogen · recommended 1×
  • CATEGORY QUERY
    How can I use an AI agent to perform deep, iterative research and generate reports?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT (Significant-Gravitas/AutoGPT)
    2. BabyAGI (yoheinakajima/babyagi)
    3. LangChain (langchain-ai/langchain)
    4. LlamaIndex (run-llama/llama_index)
    5. Microsoft AutoGen (microsoft/autogen)
    6. MemGPT (cpacker/MemGPT)
    7. Perplexity AI

    AI recommended 7 alternatives but never named AnotiaWang/deep-research-web-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools provide a web interface for AI-driven research with search visualization?
    you: not recommended
    AI recommended (in order):
    1. Haystack
    2. Streamlit
    3. Gradio

    AI recommended 3 alternatives but never named AnotiaWang/deep-research-web-ui. 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 AnotiaWang/deep-research-web-ui?
    pass
    AI did not name AnotiaWang/deep-research-web-ui — 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 AnotiaWang/deep-research-web-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AnotiaWang/deep-research-web-ui 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 AnotiaWang/deep-research-web-ui solve, and who is the primary audience?
    pass
    AI did not name AnotiaWang/deep-research-web-ui — 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?

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AnotiaWang/deep-research-web-ui — 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