RRepoGEO

REPOGEO REPORT · LITE

caiwuu/web2api

Default branch master · commit 0edb8c07 · scanned 6/12/2026, 11:47:06 AM

GitHub: 604 stars · 143 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 caiwuu/web2api, 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
    Clarify Web2API's role as an AI API proxy, not a browser automation library

    Why:

    CURRENT
    Web2API 是一个**桥接服务**：把网页端的 AI 服务（当前主要是 Claude Web）包装成标准的 **OpenAI / Anthropic 兼容接口**，让你可以继续使用现有的 OpenAI SDK、Cursor 等客户端，而无需改动客户端代码或自己维护浏览器自动化脚本。
    COPY-PASTE FIX
    Web2API 是一个**桥接服务**：把网页端的 AI 服务（当前主要是 Claude Web）包装成标准的 **OpenAI / Anthropic 兼容接口**，让你可以继续使用现有的 OpenAI SDK、Cursor 等客户端，而无需改动客户端代码或自己维护浏览器自动化脚本。**它是一个开箱即用的AI API代理服务，而非底层浏览器自动化库。**
  • hightopics#2
    Add relevant topics for better categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai, api, openai-api, anthropic-api, claude, llm-api-gateway, ai-proxy, web-to-api, browser-automation
  • highlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root, for example, using the MIT License template.

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 caiwuu/web2api
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LiteLLM
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LiteLLM · recommended 1×
  2. OpenRouter.ai · recommended 1×
  3. LocalAI · recommended 1×
  4. FastAPI · recommended 1×
  5. NGINX · recommended 1×
  • CATEGORY QUERY
    How can I use existing OpenAI SDKs with web-based AI models?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter.ai
    3. LocalAI
    4. FastAPI
    5. NGINX

    AI recommended 5 alternatives but never named caiwuu/web2api. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to convert browser-only AI chat interfaces into a programmatic API endpoint?
    you: not recommended
    AI recommended (in order):
    1. Playwright (microsoft/playwright)
    2. Puppeteer (puppeteer/puppeteer)
    3. Selenium (SeleniumHQ/selenium)
    4. Requests-HTML (psf/requests-html)
    5. Browserless.io
    6. Apify

    AI recommended 6 alternatives but never named caiwuu/web2api. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 caiwuu/web2api?
    pass
    AI named caiwuu/web2api explicitly

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

  • If a team adopts caiwuu/web2api in production, what risks or prerequisites should they evaluate first?
    pass
    AI named caiwuu/web2api 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 caiwuu/web2api solve, and who is the primary audience?
    pass
    AI named caiwuu/web2api 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 caiwuu/web2api. 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/caiwuu/web2api.svg)](https://repogeo.com/en/r/caiwuu/web2api)
HTML
<a href="https://repogeo.com/en/r/caiwuu/web2api"><img src="https://repogeo.com/badge/caiwuu/web2api.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

caiwuu/web2api — 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