Title: NotFair: AI Advertising Delivery Diagnosis and Optimizati...
URL Source: https://www.bestblogs.dev/status/2077385208320647190?amp%3Butm_medium=feed&%3Butm_campaign=resources&%3Bentry=rss_article_item
Published Time: 2026-07-15 21:30:04
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NotFair: AI Advertising Delivery Diagnosis and Optimization Tool
NotFair: AI Advertising Delivery Diagnosis and Optimization Tool
 GitHubDaily@GitHub_Daily
投放 Google、Meta 广告，钱花出去却看不清哪些在白烧，流量掉了也不知道问题在哪。
NotFair 让 AI 直接连上 Google Ads、Meta Ads 和搜索后台，跑一遍并出诊断报告。
它会算出哪几个关键词在空烧钱、该加哪些否定词，把浪费的预算一条条列清楚。
有仓库权限时还能顺手改，重写 meta 标签、补结构化数据，直接把改动提交上去。
GitHub：github.com/nowork-studio/…
改动七天内都能回滚，试错压力小。提供网页版也有本地面板，跟 CLI 共用一套引擎。
自己投放又被后台数据绕晕的独立开发者和小团队，可以装来当个投放参谋。Show More
Jul 15, 2026, 1:30 PM View on X
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One Sentence Summary
NotFair uses AI to connect to Google Ads, Meta Ads, etc., automatically diagnoses ad budget waste, provides keyword optimization suggestions, and can directly submit code changes.
Summary
NotFair is an AI-driven ad delivery diagnostic tool that connects directly to Google Ads, Meta Ads, and the search backend, automatically generating a diagnostic report that identifies which keywords are wasting budget and which negative keywords should be added. With repository access, users can directly edit meta tags and structured data and submit changes, supported by a seven‑day rollback capability. The tool offers both a web version and a local panel that share the same engine as the CLI, making it suitable for independent developers and small teams looking to optimize their ad spend.
AI Screening
80
Influence Score 8
Published Yesterday
Language
Chinese
Tags
NotFair
ad diagnosis
AI tool
Google Ads
Meta Ads
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