RRepoGEO

REPOGEO REPORT · LITE

AnotiaWang/deep-research-web-ui

Default branch main · commit fd168dd3 · scanned 5/19/2026, 5:27:15 AM

GitHub: 2,182 stars · 298 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
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 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 to clearly state it's a full AI research assistant web app

    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 Web Application

[English | [中文](README_zh.md)]

This project provides a complete, AI-powered web application for iterative, deep research on any topic. It integrates search engines, web scraping, and large language models, offering a user-friendly interface with real-time visualization and PDF export capabilities.
  • hightopics#2
    Add more specific topics to improve category visibility

    Why:

    CURRENT
    agent, ai, free, gpt, nuxt, openai, research, web
    COPY-PASTE FIX
    agent, ai, free, gpt, nuxt, openai, research, web, research-assistant, web-application, llm-agent, data-visualization, pdf-export, web-scraping
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the root of the repository containing the text of your chosen open-source license (e.g., MIT, Apache-2.0).

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
scrapy/scrapy
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. scrapy/scrapy · recommended 1×
  2. crummy/BeautifulSoup · recommended 1×
  3. explosion/spaCy · recommended 1×
  4. GPT-4 · recommended 1×
  5. puppeteer/puppeteer · recommended 1×
  • CATEGORY QUERY
    How to automate deep topic research using AI and web scraping tools?
    you: not recommended
    AI recommended (in order):
    1. Scrapy (scrapy/scrapy)
    2. Beautiful Soup (crummy/BeautifulSoup)
    3. spaCy (explosion/spaCy)
    4. GPT-4
    5. Puppeteer (puppeteer/puppeteer)
    6. Playwright (microsoft/playwright)
    7. Hugging Face Transformers (huggingface/transformers)
    8. LangChain (langchain-ai/langchain)
    9. Apify
    10. Google Cloud Natural Language API
    11. Bright Data
    12. Zyte Smart Proxy Manager
    13. NLTK (nltk/nltk)
    14. OpenAI API
    15. Octoparse
    16. MonkeyLearn

    AI recommended 16 alternatives but never named AnotiaWang/deep-research-web-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source AI research agents with real-time visualization and PDF export?
    you: not recommended
    AI recommended (in order):
    1. AutoGPT
    2. BabyAGI
    3. Open Interpreter
    4. LangChain Agents
    5. Streamlit
    6. Gradio
    7. CrewAI

    AI recommended 7 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 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?

  • 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?

Embed your GEO score

Drop this badge into the README of AnotiaWang/deep-research-web-ui. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/AnotiaWang/deep-research-web-ui.svg)](https://repogeo.com/en/r/AnotiaWang/deep-research-web-ui)
HTML
<a href="https://repogeo.com/en/r/AnotiaWang/deep-research-web-ui"><img src="https://repogeo.com/badge/AnotiaWang/deep-research-web-ui.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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