RRepoGEO

REPOGEO REPORT · LITE

u14app/deep-research

Default branch main · commit 9e406916 · scanned 5/9/2026, 1:38:04 PM

GitHub: 4,580 stars · 1,057 forks

AI VISIBILITY SCORE
40 /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
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 u14app/deep-research, 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's opening statement to explicitly state it's a report generation application

    Why:

    CURRENT
    Lightning-Fast Deep Research Report

Deep Research uses a variety of powerful AI models to generate in-depth research reports in just a few minutes. It leverages advanced "Thinking" and "Task" models, combined with an internet connection, to provide fast and insightful analysis on a variety of topics. **Your privacy is paramount - all data is processed and stored locally.**
    COPY-PASTE FIX
    Deep Research is a powerful, privacy-focused web application that leverages multiple AI models to rapidly generate comprehensive research reports in minutes. It is designed for users who need quick, insightful analysis on various topics, processing all data locally for paramount privacy.
  • mediumtopics#2
    Add specific topics related to AI report generation and privacy

    Why:

    CURRENT
    anthropic, deep-research, deep-research-api, deepresearch, deepseek, gemini, grok, mcp-server, ollama, openai
    COPY-PASTE FIX
    anthropic, deep-research, deep-research-api, deepresearch, deepseek, gemini, grok, mcp-server, ollama, openai, ai-report-generation, research-automation, llm-summarization, privacy-focused-ai, local-data-processing
  • mediumreadme#3
    Add a dedicated section to the README highlighting core differentiators and comparing to alternatives

    Why:

    COPY-PASTE FIX
    ## 💡 Why Deep Research? (Compared to X, Y, Z)

Unlike general-purpose AI chatbots or cloud-based summarization tools, Deep Research is specifically engineered for rapid, in-depth report generation with a strong emphasis on user privacy. All data processing and storage occur locally on your browser, ensuring your information never leaves your device. It integrates a wide array of LLMs, offering flexibility while maintaining a focused approach on comprehensive research output, rather than just simple summarization or chat.

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 u14app/deep-research
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT · recommended 1×
  2. WebPilot · recommended 1×
  3. Keymate.AI · recommended 1×
  4. AskYourPDF · recommended 1×
  5. ChatWithPDF · recommended 1×
  • CATEGORY QUERY
    How to quickly generate comprehensive research reports using multiple AI models?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. WebPilot
    3. Keymate.AI
    4. AskYourPDF
    5. ChatWithPDF
    6. Wolfram Alpha
    7. Custom GPTs
    8. Scite.ai
    9. Elicit.org
    10. Claude 3 Opus
    11. Perplexity AI
    12. Notion AI
    13. ResearchRabbit
    14. WriteSonic
    15. Jasper
    16. Adept AI
    17. AlphaFold

    AI recommended 17 alternatives but never named u14app/deep-research. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help summarize online information into reports with various LLMs, keeping data private?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Text Generator
    3. Smart Connections
    4. Ollama
    5. LM Studio
    6. MemGPT
    7. Azure OpenAI Service
    8. AWS Bedrock
    9. Nomic Atlas
    10. transformers
    11. transformers.js
    12. llama.cpp

    AI recommended 12 alternatives but never named u14app/deep-research. 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 u14app/deep-research?
    pass
    AI named u14app/deep-research explicitly

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

  • If a team adopts u14app/deep-research in production, what risks or prerequisites should they evaluate first?
    pass
    AI named u14app/deep-research 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 u14app/deep-research solve, and who is the primary audience?
    pass
    AI named u14app/deep-research explicitly

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

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u14app/deep-research — 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