RRepoGEO

REPOGEO REPORT · LITE

midday-ai/ai-sdk-tools

Default branch main · commit a1cc5558 · scanned 5/13/2026, 1:27:27 AM

GitHub: 2,059 stars · 201 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 midday-ai/ai-sdk-tools, 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
  • highlicense#1
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0).
  • hightopics#2
    Expand repository topics to improve categorization

    Why:

    CURRENT
    ai-sdk
    COPY-PASTE FIX
    ai-sdk, vercel-ai-sdk, ai-state-management, ai-debugging, structured-streaming, intelligent-agents, ai-caching, typescript
  • mediumreadme#3
    Refine README's opening paragraph to clarify project type

    Why:

    CURRENT
    Essential utilities for building production-ready AI applications with Vercel AI SDK. State management, debugging, structured streaming, intelligent agents, caching, and persistent memory.
    COPY-PASTE FIX
    A comprehensive collection of essential, production-ready utilities and components specifically designed for the Vercel AI SDK. It provides robust solutions for state management, debugging, structured streaming, intelligent agents, caching, and persistent memory, streamlining the development of advanced AI applications.

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 midday-ai/ai-sdk-tools
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Rasa Open Source
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Rasa Open Source · recommended 1×
  2. Microsoft Bot Framework Composer · recommended 1×
  3. Dialogflow ES/CX · recommended 1×
  4. Botpress · recommended 1×
  5. PostgreSQL · recommended 1×
  • CATEGORY QUERY
    What are robust state management solutions for building production-ready conversational AI applications?
    you: not recommended
    AI recommended (in order):
    1. Rasa Open Source
    2. Microsoft Bot Framework Composer
    3. Dialogflow ES/CX
    4. Botpress
    5. PostgreSQL
    6. MongoDB
    7. Redis
    8. Flask
    9. Node.js Express

    AI recommended 9 alternatives but never named midday-ai/ai-sdk-tools. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for debugging AI agent interactions, inspecting tool calls, and execution flow?
    you: not recommended
    AI recommended (in order):
    1. LangSmith
    2. OpenAI Playground/Assistants API UI
    3. WandB Prompts (wandb/wandb)
    4. Helicone (helicone/helicone)
    5. ELK Stack
    6. Splunk

    AI recommended 6 alternatives but never named midday-ai/ai-sdk-tools. 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 midday-ai/ai-sdk-tools?
    pass
    AI named midday-ai/ai-sdk-tools explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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