RRepoGEO

REPOGEO REPORT · LITE

foxhui/WebAI2API

Default branch main · commit 84729fb1 · scanned 6/12/2026, 6:07:59 AM

GitHub: 1,017 stars · 286 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
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 foxhui/WebAI2API, 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
    Reposition the README's opening statement to highlight unique value

    Why:

    CURRENT
    WebAI2API 是一个基于 Camoufox (Playwright) 的网页版 AI 服务转通用 API 的工具。通过模拟人类操作与 LMArena、Gemini 等网站交互, 提供兼容 OpenAI 格式 的接口服务, 同时支持 多窗口并发 与 多账号管理(浏览器实例数据隔离)。
    COPY-PASTE FIX
    **WebAI2API** is a powerful tool that transforms web-based AI services (like LMArena, Gemini, and others lacking official APIs) into a unified, OpenAI-compatible API. Leveraging **Camoufox (Playwright)** for human-like interaction and anti-detection, it enables programmatic access, multi-window concurrency, and isolated multi-account management for various generative AI models.
  • mediumtopics#2
    Add topics emphasizing unified API and proxy functionality

    Why:

    CURRENT
    ai-tools, browser-automation, generative-ai, image-generation, openai-api, text-generation, text-to-image, web-scraping
    COPY-PASTE FIX
    ai-tools, browser-automation, generative-ai, image-generation, openai-api, openai-api-proxy, unified-api, llm-api-gateway, text-generation, text-to-image, web-scraping
  • lowreadme#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison with Alternatives
Unlike generic API gateways (e.g., LiteLLM, OpenRouter.ai) that primarily orchestrate existing official APIs, WebAI2API specializes in converting *web user interfaces* of AI services into a unified OpenAI-compatible API, making previously inaccessible or restrictive web-only AI models available programmatically. While it utilizes browser automation like anti-detect browsers (e.g., GoLogin, Multilogin), its core focus is specifically on providing API access to generative AI services, complete with features like multi-account isolation and anti-detection for AI interaction.

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 foxhui/WebAI2API
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. Anyscale Endpoints · recommended 1×
  4. Together AI · recommended 1×
  5. LocalAI · recommended 1×
  • CATEGORY QUERY
    How can I access various web AI models through a unified OpenAI-compatible API?
    you: not recommended
    AI recommended (in order):
    1. LiteLLM
    2. OpenRouter.ai
    3. Anyscale Endpoints
    4. Together AI
    5. LocalAI
    6. FastChat
    7. LangChain

    AI recommended 7 alternatives but never named foxhui/WebAI2API. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Need a tool to automate multiple web AI accounts with API access and anti-detection features.
    you: not recommended
    AI recommended (in order):
    1. GoLogin
    2. Dolphin Anty
    3. Multilogin
    4. Incogniton
    5. AdsPower
    6. Browser Automation Studio (BAS)
    7. Puppeteer
    8. Selenium
    9. Bright Data
    10. Oxylabs

    AI recommended 10 alternatives but never named foxhui/WebAI2API. 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 foxhui/WebAI2API?
    pass
    AI did not name foxhui/WebAI2API — 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 foxhui/WebAI2API in production, what risks or prerequisites should they evaluate first?
    pass
    AI named foxhui/WebAI2API 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 foxhui/WebAI2API solve, and who is the primary audience?
    pass
    AI named foxhui/WebAI2API explicitly

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

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foxhui/WebAI2API — 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