RRepoGEO

REPOGEO REPORT · LITE

vercel/chat

Default branch main · commit 5edcbbf7 · scanned 5/8/2026, 11:17:08 AM

GitHub: 1,934 stars · 195 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 vercel/chat, 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
  • hightopics#1
    Enhance repository topics with broader keywords

    Why:

    COPY-PASTE FIX
    ai, chat, discord, google-chat, slack, teams, vercel, bot, bot-framework, multi-platform, cross-platform, chat-bot, sdk
  • mediumreadme#2
    Add a 'Why Choose Chat SDK?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why Choose Chat SDK?

Chat SDK provides a unified TypeScript experience for building robust, multi-platform chat bots, focusing on developer experience and seamless integration with modern web ecosystems. Unlike generic bot frameworks, it offers native streaming capabilities for AI responses and a flexible adapter architecture, allowing you to write your bot logic once and deploy it across all major chat platforms. Its design prioritizes ease of use, extensibility, and performance for AI-powered applications.
  • lowreadme#3
    Expand the 'AI streaming' feature description in the README

    Why:

    CURRENT
    AI streaming** — stream LLM responses with native Slack streaming and post+edit fallback
    COPY-PASTE FIX
    **AI streaming** — Stream large language model (LLM) responses directly to chat platforms with native streaming support (e.g., Slack) and intelligent post-and-edit fallback for others. This ensures a smooth, real-time user experience for AI-powered bots, minimizing perceived latency.

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 vercel/chat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Bot Framework SDK
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Bot Framework SDK · recommended 1×
  2. Botpress · recommended 1×
  3. Chatwoot · recommended 1×
  4. Botonic · recommended 1×
  5. TypeChat · recommended 1×
  • CATEGORY QUERY
    What's a good TypeScript SDK for building bots across multiple chat platforms?
    you: not recommended
    AI recommended (in order):
    1. Bot Framework SDK
    2. Botpress
    3. Chatwoot
    4. Botonic
    5. TypeChat
    6. Telegraf

    AI recommended 6 alternatives but never named vercel/chat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I build a single bot that works on Slack, Teams, and Discord?
    you: not recommended
    AI recommended (in order):
    1. Botpress (botpress/botpress)
    2. Microsoft Bot Framework (microsoft/botframework-sdk)
    3. Botkit (howdyai/botkit)
    4. Rasa (RasaHQ/rasa)
    5. Dialogflow

    AI recommended 5 alternatives but never named vercel/chat. 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 vercel/chat?
    pass
    AI named vercel/chat explicitly

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

  • If a team adopts vercel/chat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named vercel/chat 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 vercel/chat solve, and who is the primary audience?
    pass
    AI named vercel/chat 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 vercel/chat. 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/vercel/chat.svg)](https://repogeo.com/en/r/vercel/chat)
HTML
<a href="https://repogeo.com/en/r/vercel/chat"><img src="https://repogeo.com/badge/vercel/chat.svg" alt="RepoGEO" /></a>
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vercel/chat — 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