RRepoGEO

REPOGEO REPORT · LITE

Pokee-AI/PokeeResearchOSS

Default branch main · commit 9b2d9f47 · scanned 6/23/2026, 7:43:17 PM

GitHub: 1,085 stars · 423 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 Pokee-AI/PokeeResearchOSS, 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 sentence to clarify the repo's identity as a ready-to-use agent

    Why:

    CURRENT
    This repository hosts Pokee’s state-of-the-art 7B DeepResearch Agent, which integrates web search and content reading capabilities to answer complex questions using the most up-to-date information available online.
    COPY-PASTE FIX
    This repository provides the open-source 7B DeepResearch Agent from Pokee, a ready-to-use model that integrates web search and content reading to answer complex questions with up-to-date online information.
  • hightopics#2
    Add relevant topics to improve categorization and discoverability

    Why:

    COPY-PASTE FIX
    ai-agent, llm, deep-research, web-search, content-reading, question-answering, open-source-model
  • mediumabout#3
    Add the project homepage to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://pokee.ai

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 Pokee-AI/PokeeResearchOSS
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. OpenAI API · recommended 2×
  3. Beautiful Soup · recommended 1×
  4. Requests · recommended 1×
  5. Selenium · recommended 1×
  • CATEGORY QUERY
    How can I build an AI agent that performs deep web research and summarizes findings?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. Beautiful Soup
    3. Requests
    4. Selenium
    5. Playwright
    6. OpenAI API
    7. GPT-4
    8. GPT-3.5 Turbo
    9. SerpApi
    10. Google Custom Search API
    11. NLTK
    12. spaCy
    13. Pinecone
    14. Weaviate

    AI recommended 14 alternatives but never named Pokee-AI/PokeeResearchOSS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are cost-effective alternatives to commercial AI research APIs for comprehensive reports?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers
    3. LangChain
    4. Google Cloud Vertex AI
    5. Microsoft Azure AI Studio
    6. Cohere API
    7. Anthropic Claude API

    AI recommended 7 alternatives but never named Pokee-AI/PokeeResearchOSS. 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 Pokee-AI/PokeeResearchOSS?
    pass
    AI named Pokee-AI/PokeeResearchOSS explicitly

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

  • If a team adopts Pokee-AI/PokeeResearchOSS in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name Pokee-AI/PokeeResearchOSS — 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 Pokee-AI/PokeeResearchOSS solve, and who is the primary audience?
    pass
    AI named Pokee-AI/PokeeResearchOSS 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 Pokee-AI/PokeeResearchOSS. 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/Pokee-AI/PokeeResearchOSS.svg)](https://repogeo.com/en/r/Pokee-AI/PokeeResearchOSS)
HTML
<a href="https://repogeo.com/en/r/Pokee-AI/PokeeResearchOSS"><img src="https://repogeo.com/badge/Pokee-AI/PokeeResearchOSS.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

Pokee-AI/PokeeResearchOSS — 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