Changelog

A running record of what we ship. We build the engine that helps Amazon's AI (Alexa for Shopping, COSMO, agentic auto-buy) find, trust, and recommend your listings — through compliance, AI writing, and appeal rescue.

2026-08-08

Homepage V2, four vertical MCPs, annual plan

• Homepage V2 conversion redesign — sharper "make AI recommend your products" message and clearer path to the free check.
• Four vertical MCP servers launched (Electronics, Toys, Beauty, Home) alongside the main MCP — category-aware compliance and writing tools for AI agents.
• Annual subscription (#485) added to the star-based plan lineup.
• Repositioned core strength to AI Recommendation Readiness (compliance + AI readability).
• Security hardening: nginx blanket 444 block for bad bots and scrapers.

2026-08-13

Faster responses, cleaner developer onboarding

• Server TTFB fix — compliance middleware moved off the async event loop (asyncio.to_thread), dropping server response time from seconds to milliseconds.
• /developers page UX revamp — MCP config front-and-center; logged-in users see their API key directly with copy/show/hide.
• SEO hub de-orphaned and linked from the header and footer.

2026-08-10

/scan rebuilt → AI Recommendation Readiness Score

• Single-input scan that returns a combined report: compliance health + AI readability, synthesized into one AI Recommendation Readiness Score = compliance×0.55 + AI readability×0.45.
• Shared by the public /scan page and the embeddable widget, in English and Chinese.

2026-08-09

IndexNow + Bing for AI-era discovery

• IndexNow endpoint and Bing Webmaster Tools configured — faster indexing and discovery through Bing/ChatGPT Search, the GEO flywheel that powers AI citations.

2026-08-06

Monthly subscription billing live

• Star-based monthly plans (free tier + paid tiers) with a permanent wallet; consumed subscriptions first, then wallet.

2026-08-05

Zero-token free compliance engine

• Replaced the fake ASIN-hash "score" with a real deterministic rule engine — same engine behind the free check and the embeddable widget, identical in EN and ZH.

2026-08-01

Rebrand to the AI Recommendation Engine

• New positioning: ListingGood AI Recommendation Engine — make AI recommend your products. The listing tool becomes the foundation for being recommended by Amazon's AI.

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更新日志

我们的发布记录。我们打造的引擎，帮助亚马逊的 AI（Alexa for Shopping、COSMO、智能体自动下单）发现、信任并推荐你的商品 —— 通过合规、AI 撰写与申诉挽救。

2026-08-08

主页 V2、四个垂直 MCP、年付套餐

• 主页 V2 转化改版 —— 更聚焦"让 AI 主动推荐你的商品"主张，并清晰导向免费检测。
• 上线 四个垂直 MCP（电子、玩具、美妆、家居），与主 MCP 并行 —— 面向 AI 智能体的类目级合规与撰写工具。
• 星点套餐新增 年付方案（#485）。
• 核心实力重定位为 AI 推荐就绪度（合规 + AI 可读性）。
• 安全加固：nginx 对恶意爬虫批量返回 444 直接断开。

2026-08-13

响应更快、开发者接入更顺

• 服务器 TTFB 修复 —— 合规埋点移出异步事件循环（asyncio.to_thread），服务器响应从数秒降至毫秒级。
• /developers 页面 UX 改版 —— MCP 配置前置；已登录用户可直接看到 API Key 并复制/显示/隐藏。
• SEO 枢纽页去孤儿化，并接入页头与页脚。

2026-08-10

/scan 重构 → AI 推荐就绪度评分

• 单输入框检测，输出综合报告：合规健康度 + AI 可读性，合成「AI 推荐就绪度评分」= 合规×0.55 + AI可读性×0.45。
• 公开 /scan 页与可嵌入 widget 共用同一引擎，中英一致。

2026-08-09

IndexNow + Bing，面向 AI 时代收录

• 配置 IndexNow 端点与 Bing 站长工具 —— 加速收录，并通过 Bing/ChatGPT Search（驱动 AI 引用的 GEO 飞轮）被发现。

2026-08-06

月付订阅计费上线

• 星点制月付套餐（免费层 + 付费档）配永久钱包；消耗顺序为先扣订阅星、再扣钱包。

2026-08-05

零 token 免费合规引擎

• 以真实确定性规则引擎替换"假 ASIN 哈希评分"；免费检测与可嵌入 widget 共用同一引擎，中英一致。

2026-08-01

品牌重定位为 AI 推荐引擎

• 新定位：ListingGood AI 推荐引擎 —— 让 AI 主动推荐你的商品。 Listing 工具成为"被亚马逊 AI 推荐"的地基。

立即免费检测 →