RRepoGEO

REPOGEO REPORT · LITE

midday-ai/ai-sdk-tools

Default branch main · commit a1cc5558 · scanned 6/23/2026, 10:12:45 AM

GitHub: 2,072 stars · 207 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
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:

    CURRENT
    (no LICENSE file detected)
    COPY-PASTE FIX
    Add a LICENSE file (e.g., MIT, Apache-2.0, or your chosen open-source license) to the root of the repository.
  • highreadme#2
    Clarify the README's opening statement to emphasize Vercel AI SDK enhancement

    Why:

    CURRENT
    Essential utilities for building production-ready AI applications with Vercel AI SDK.
    COPY-PASTE FIX
    Enhance your Vercel AI SDK applications with essential utilities for production-ready AI features like state management, debugging, structured streaming, intelligent agents, and caching.
  • mediumtopics#3
    Expand repository topics for better categorization

    Why:

    CURRENT
    ai-sdk
    COPY-PASTE FIX
    ai-sdk, vercel-ai-sdk, ai-agents, state-management, debugging-tools, streaming-ui, caching, react-hooks, nextjs

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
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. LlamaIndex · recommended 2×
  3. LangSmith · recommended 1×
  4. Haystack · recommended 1×
  5. OpenAI Assistants API · recommended 1×
  • CATEGORY QUERY
    Need help managing complex AI chat state and debugging agent execution flow.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LangSmith
    3. LlamaIndex
    4. Haystack
    5. OpenAI Assistants API
    6. Microsoft Semantic Kernel
    7. transitions
    8. XState
    9. Guidance

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

    Show full AI answer
  • CATEGORY QUERY
    What are essential utilities for building production-ready AI applications with agents and caching?
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. Redis
    4. Faiss
    5. Ray
    6. MLflow
    7. Docker
    8. Kubernetes

    AI recommended 8 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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midday-ai/ai-sdk-tools — 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