RRepoGEO

REPOGEO REPORT · LITE

SkywalkerDarren/chatWeb

Default branch master · commit 2e5e1add · scanned 6/2/2026, 8:28:10 PM

GitHub: 913 stars · 137 forks

AI VISIBILITY SCORE
35 /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
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 SkywalkerDarren/chatWeb, 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 sentence to clarify project category

    Why:

    CURRENT
    # ChatWeb

ChatWeb can crawl any webpage or extract text from PDF, DOCX, TXT files, and generate an embedded summary.
    COPY-PASTE FIX
    # ChatWeb: AI Assistant for Document & Web Q&A and Summarization

ChatWeb is an AI assistant that can crawl any webpage or extract text from PDF, DOCX, and TXT files. It then generates an embedded summary and answers your questions based on the content, effectively acting as a personalized knowledge base query tool.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    A valid URL for the project's live demo or main landing page.
  • lowabout#3
    Update the repository's 'About' description for clarity

    Why:

    CURRENT
    ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.
    COPY-PASTE FIX
    ChatWeb is an AI assistant that crawls web pages, reads PDFs, DOCX, and TXT files, extracts main content, then answers questions or summarizes key points based on that content.

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 SkywalkerDarren/chatWeb
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ChatGPT Plus
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ChatGPT Plus · recommended 2×
  2. AskYourPDF · recommended 1×
  3. WebPilot · recommended 1×
  4. Google Gemini Advanced · recommended 1×
  5. LangChain · recommended 1×
  • CATEGORY QUERY
    How to build an AI assistant that answers questions from various documents and web pages?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus
    2. AskYourPDF
    3. WebPilot
    4. Google Gemini Advanced
    5. LangChain
    6. OpenAI API
    7. Pinecone
    8. Chroma
    9. Weaviate
    10. OpenAI's GPT-4
    11. Anthropic's Claude
    12. Google's Gemini Pro
    13. Qdrant
    14. Milvus
    15. LlamaIndex
    16. Haystack
    17. Elasticsearch
    18. OpenSearch
    19. Hugging Face Models
    20. Azure AI Search
    21. Azure OpenAI Service
    22. AWS Kendra
    23. Amazon Bedrock
    24. AI21 Labs' Jurassic
    25. Amazon's Titan models

    AI recommended 25 alternatives but never named SkywalkerDarren/chatWeb. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool for extracting key information and summarizing content from PDFs, web articles, and text files?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus
    2. Claude 3
    3. PDF.ai
    4. Humata AI
    5. SummarizeBot
    6. QuillBot

    AI recommended 6 alternatives but never named SkywalkerDarren/chatWeb. 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 SkywalkerDarren/chatWeb?
    pass
    AI named SkywalkerDarren/chatWeb explicitly

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

  • If a team adopts SkywalkerDarren/chatWeb in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SkywalkerDarren/chatWeb 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 SkywalkerDarren/chatWeb solve, and who is the primary audience?
    pass
    AI named SkywalkerDarren/chatWeb 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 SkywalkerDarren/chatWeb. 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/SkywalkerDarren/chatWeb.svg)](https://repogeo.com/en/r/SkywalkerDarren/chatWeb)
HTML
<a href="https://repogeo.com/en/r/SkywalkerDarren/chatWeb"><img src="https://repogeo.com/badge/SkywalkerDarren/chatWeb.svg" alt="RepoGEO" /></a>
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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite