RRepoGEO

REPOGEO REPORT · LITE

alan-ai/alan-sdk-web

Default branch master · commit 74327230 · scanned 6/20/2026, 8:16:48 PM

GitHub: 2,437 stars · 104 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 alan-ai/alan-sdk-web, 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. If a standard license applies, use its SPDX identifier (e.g., MIT, Apache-2.0). If a custom or compound license applies, clearly state the terms in the file and reference it in the README.
  • highreadme#2
    Strengthen README's opening paragraph to emphasize dynamic feature generation for web apps

    Why:

    CURRENT
    Alan AI is transforming enterprise software with a new approach, **Application-Level AI**. Instead of relying on manual development or isolated AI tools, we embed an intelligent layer into your application that builds features on demand.
    COPY-PASTE FIX
    Alan AI is transforming enterprise software with a new approach, **Application-Level AI for Web Applications**. This SDK embeds an intelligent layer directly into your web app that builds features on demand, acting as a self-coding system for dynamic feature generation.
  • mediumtopics#3
    Add specific topics related to self-coding and dynamic feature generation for web apps

    Why:

    CURRENT
    ai, ai-assistant, ai-chat, ai-chat-bot, conversational-ai, custom-dataset, enterprise, explainable-ai, generative-ai, large-language-models, llms, low-code, machine-learning, nlp, productivity, question-answering, text-ai, voice-ai, voice-ai-platform, workflow
    COPY-PASTE FIX
    Add "dynamic-feature-generation", "self-coding-ai", "web-application-ai", "ai-sdk-web" to the existing topics.

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 alan-ai/alan-sdk-web
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI API · recommended 2×
  2. huggingface/transformers · recommended 1×
  3. Google Cloud AI Platform / Vertex AI · recommended 1×
  4. AWS AI Services · recommended 1×
  5. Cohere API · recommended 1×
  • CATEGORY QUERY
    What tools help embed AI for dynamic feature generation directly into web applications?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Hugging Face Transformers (huggingface/transformers)
    3. Google Cloud AI Platform / Vertex AI
    4. AWS AI Services
    5. Cohere API
    6. LangChain (langchain-ai/langchain)
    7. LlamaIndex (run-llama/llama_index)
    8. Replicate

    AI recommended 8 alternatives but never named alan-ai/alan-sdk-web. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I quickly integrate a voice-controlled conversational AI assistant into my web app?
    you: not recommended
    AI recommended (in order):
    1. Google Dialogflow
    2. Voiceflow
    3. Amazon Lex
    4. OpenAI API
    5. Google Cloud Speech-to-Text
    6. AssemblyAI
    7. OpenAI's Whisper (openai/whisper)
    8. Google Cloud Text-to-Speech
    9. Eleven Labs
    10. Amazon Polly
    11. Microsoft Azure Bot Service
    12. Web Speech API
    13. Rasa (RasaHQ/rasa)

    AI recommended 13 alternatives but never named alan-ai/alan-sdk-web. 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 alan-ai/alan-sdk-web?
    pass
    AI did not name alan-ai/alan-sdk-web — 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?

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

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

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alan-ai/alan-sdk-web — RepoGEO report