REPOGEO REPORT · LITE
u14app/deep-research
Default branch main · commit 4a211edd · scanned 6/19/2026, 8:51:46 AM
GitHub: 4,615 stars · 1,052 forks
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.
2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).
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.
- highreadme#1Clarify the project's purpose and active status at the very start of the README
Why:
CURRENTThe README starts with a `div align="center"` block containing many badges and links, followed by 'Lightning-Fast Deep Research Report'.
COPY-PASTE FIX# Deep Research: Lightning-Fast AI-Powered Research Report Generation Deep Research is an active, open-source application that leverages various powerful AI models (including Gemini, OpenAI, Anthropic, Deepseek, Grok, and more) to generate comprehensive, privacy-focused research reports rapidly. It supports multi-platform deployment and processes all data locally in your browser, ensuring your privacy is paramount. <div align="center"> [](https://opensource.org/licenses/MIT) [](https://ai.google.dev/) [](https://nextjs.org/) [](https://tailwindcss.com/) [](https://ui.shadcn.com/) [](https://vercel.com/new/clone?repository-url=https%3A%2F%2Fgithub.com%2Fu14app%2Fdeep-research&project-name=deep-research&repository-name=deep-research) [](./docs/How-to-deploy-to-Cloudflare-Pages.md) [](https://research.u14.app/) [](https://deepwiki.com/u14app/deep-research) </div> **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.** ## ✨ Features Rapid Deep Research:** Generates comprehensive research reports in about 2 minutes, significantly accelerating your research process. Multi-platform Support:** Supports rapid deployment to Vercel, Cloudflare and other platforms. Powered by AI:** Utilizes the advanced AI models for accurate and insightful analysis. Privacy-Focused:** Your data remains private and secure, as all data is stored locally on your browser. Support for Multi-LLM:** Supports a variety of mainstream large language models, including Gemini, OpenAI, Anthropic, Deepseek, Atlas Cloud, Grok, Mistral, Azure OpenAI, any OpenAI Compatible LLMs, Op
- mediumabout#2Ensure the repository description accurately reflects its current function and active status
Why:
CURRENTUse any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.
COPY-PASTE FIXGenerate comprehensive, privacy-focused deep research reports rapidly using various LLMs (Gemini, OpenAI, Anthropic, Deepseek, Grok, etc.) with local data processing. Supports SSE API and MCP server for multi-platform deployment.
- mediumtopics#3Add broader, user-centric topics to improve category visibility
Why:
CURRENTanthropic, deep-research, deep-research-api, deepresearch, deepseek, gemini, grok, mcp-server, ollama, openai
COPY-PASTE FIXanthropic, deep-research, deep-research-api, deepresearch, deepseek, gemini, grok, mcp-server, ollama, openai, ai-research-tool, report-generation, llm-agent, privacy-focused, local-llm, research-assistant, knowledge-synthesis
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.
- Elicit · recommended 1×
- ChatGPT · recommended 1×
- Scite.ai · recommended 1×
- Notion AI · recommended 1×
- Perplexity AI · recommended 1×
- CATEGORY QUERYHow to quickly generate comprehensive research reports using various AI models?you: not recommendedAI recommended (in order):
- Elicit
- ChatGPT
- Scite.ai
- Notion AI
- Perplexity AI
- Jasper AI
- Humata AI
AI recommended 7 alternatives but never named u14app/deep-research. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools allow deep research using multiple LLMs with local data processing?you: not recommendedAI recommended (in order):
- LlamaIndex
- LangChain
- Haystack
- OpenWebUI
- PrivateGPT
- Hugging Face Transformers
- LiteLLM
AI recommended 7 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 completenesspass
- README presencepass
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?passAI did not name u14app/deep-research — 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 u14app/deep-research in production, what risks or prerequisites should they evaluate first?passAI did not name u14app/deep-research — 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?
- In one sentence, what problem does the repo u14app/deep-research solve, and who is the primary audience?passAI named u14app/deep-research explicitly
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 u14app/deep-research. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/u14app/deep-research)<a href="https://repogeo.com/en/r/u14app/deep-research"><img src="https://repogeo.com/badge/u14app/deep-research.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
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