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研究内容为英文. 本页的研究内容（标题、简报、来源）以英文撰写，未经机器翻译。只有界面已翻译。

新想法Consumer social

Rage Index

A browser extension and web app that measures how much of your feed is rage bait and AI slop, gives you a shareable Rage Score card, publishes a weekly public Rage Index of the most rage-farming accounts and topics, and sells a calm-feed filter and digest.

3周前 · 评分于 2026年10月19日 · ID HBV-261019-04

摘要

简报假设

New idea. Existence check: Two explicit product searches found no product with this exact angle (personal feed-level rage-bait % with share card + public weekly ranking of rage-farming accounts). Closest analogs: YourXScore (engagement score), ViralBrain slop roast (scores your own posts), superx roast, Ragebaited.com …

阅读其余部分

(domain for sale with a post leaderboard); filters without a score/index: Smart Filter, Feedkeeper, unrager; YouTube AI-slop blocklist AiSList/AiBlock; kids channel grader VidCove. X: 135,817 posts/7d (Up 66% Mon→Fri (Mon 12,395 partial day → Fri 20,553; peak Fri 16 20,553)). Revenue hypothesis: ~$10K/month at month 12 (HYPOTHESIS: 1,500 Calm Pro × ~$4 + 4 weekly sponsor slots × ~$250).

描述

A browser extension and web app that measures how much of your feed is rage bait and AI slop, gives you a shareable Rage Score card, publishes a weekly public Rage Index of the most rage-farming accounts and topics, and sells a calm-feed filter and digest. Who: Heavy X, YouTube, TikTok and Facebook users who feel manipulated by outrage and AI slop; secondary: parents, and brands checking where their ads appear (self-serve API).…

阅读其余部分

Pain: Feeds reward outrage and low-effort AI content; people feel worse, cannot measure it and cannot opt out cleanly. Monetization: Freemium: free Rage Score + weekly card; Calm Pro subscription (filter + calm daily digest); sponsor slots in the weekly public Rage Index newsletter priced with subscribers; later a self-serve brand-safety API (usage). No approved price. Build: 2–3 agent-weeks (extension that classifies on-screen posts, scoring API, share cards, weekly index pages); stack: Chrome/Firefox extension; Next.js on Vercel; small LLM classifier with caching; Postgres; Stripe; OG image cards. GTM: Shareable "My feed is 38% rage bait" cards (viral loop), weekly public index and per-account pages for SEO/GEO, faceless AI-persona posts on X, press-friendly data.

目标客户

Heavy X, YouTube, TikTok and Facebook users who feel manipulated by outrage and AI slop; secondary: parents, and brands checking where their ads appear (self-serve API).

痛点

Feeds reward outrage and low-effort AI content; people feel worse, cannot measure it and cannot opt out cleanly.

为何是这个分数

分数较低的原因： Legal and reputational risk of naming accounts publicly, plus platform DOM changes breaking the extension.

护城河假设

Public index + longitudinal dataset: A weekly public ranking becomes a cited reference (press, researchers, brands) and a recurring share moment. Months of labeled feed data and per-account history are hard to replicate quickly. Status: Hypothesis.

需求信号

X 上的帖子（7 天）

135817

信号趋势

Up 66% Mon→Fri (Mon 12,395 partial day → Fri 20,553; peak Fri 16 20,553)

网络需求已验证

Rage bait is the single largest pain signal measured today (135,817 posts in 7 days); AI-slop complaints 4,520; AI content aimed at kids 1,137. Existing tools are filters or one-off roasts, not a score plus public index. Other X counts (same window, Verified X API): 4,520 posts: ("ai slop" OR "slop") (feed OR timeline …

阅读其余部分

OR "for you" OR youtube OR tiktok OR facebook) -is:retweet | 1,137 posts: ("ai slop" OR "ai generated" OR "ai-generated" OR "ai videos") (kids OR toddler OR children OR "youtube kids" OR "my son" OR "my daughter") -is:retweet

市场与竞争对手

TAM

Not sized this run — Scope: Feed wellbeing and digital-wellbeing apps. Method: No third-party source fetched. (Basis: n/a)

SAM

Not sized this run — Scope: English-speaking heavy social users who install extensions. Method: Requires extension-store data (not fetched). (Basis: n/a)

SOM假设

~$120K ARR (hypothesis) — Scope: Month-12 run-rate. Method: 1,500 × ~$4/month + ~$4.3K/month sponsors. (Basis: Low (hypothesis))

竞争对手

Smart Filter, Feedkeeper, unrager (filters); YourXScore, ViralBrain, superx (scores/roasts of your own account); AiSList/AiBlock (YouTube AI-slop blocklist); VidCove (kids channel grader); Ragebaited.com (parked domain with post leaderboard); platform-native mute/"not interested" controls.

商业模式

变现方式

Freemium: free Rage Score + weekly card; Calm Pro subscription (filter + calm daily digest); sponsor slots in the weekly public Rage Index newsletter priced with subscribers; later a self-serve brand-safety API (usage). No approved price.

收入假设（每月）假设

~$10K/month at month 12 (HYPOTHESIS: 1,500 Calm Pro × ~$4 + 4 weekly sponsor slots × ~$250).

待完成的任务

When I close the app angry again after an hour of scrolling, I want to see exactly how much of my feed is rage bait and filter it out, so I can keep the useful parts of social media without feeling manipulated.

HXC

Jordan, 29, Chicago (illustrative) · Spends 3+ hours a day on X and TikTok, posts about quitting doomscrolling, already tried mute words. Buying signal: Would share a funny-but-true "your feed is 41% rage bait" card and pay a few dollars for a calm digest that keeps the good posts.

构建与 GTM

技术栈

Chrome/Firefox extension; Next.js on Vercel; small LLM classifier with caching; Postgres; Stripe; OG image cards

GTM 渠道

Shareable "My feed is 38% rage bait" cards (viral loop), weekly public index and per-account pages for SEO/GEO, faceless AI-persona posts on X, press-friendly data

风险

主要风险

Legal and reputational risk of naming accounts publicly, plus platform DOM changes breaking the extension.

全部风险

Value: Supported — 135,817 rage-bait posts/7d | Usability: Supported — Install-and-scroll flow | Feasibility: Attention — Platform DOM changes; inference cost | Business Viability: High — Defamation risk of naming accounts; low WTP

下一步验证

Ship the score card (no index) to a waitlist; target 1,000 shared cards in 14 days; add the public index only after a legal review of the methodology.

来源

  1. X API counts (window above)
  2. product-existence web searches (19 Oct 2026)
  3. competitor sites: smart-filter, feedkeeper, unrager, yourxscore, viralbrain, superx, aisloplist.com, vidcove.io, ragebaited.com

newconsumersocialrage-baitai-slopfeed-wellbeingbrowser-extensionshare-cardindexnewslettersponsorship-slotsb2c

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  • 新想法Consumer social· 3周前

    Algorithm Mirror

    Upload a few screenshots of your feeds (TikTok For You, Instagram Explore, Pinterest, YouTube) and get an AI portrait of "who the algorithm thinks you are"; then invite friends to answer six quick questions and get a side-by-side "Algorithm vs Friends" card to share.

    分数较低的原因： Fad decay: the core X trend fell 67% from its peak within three days, so the friend-invite loop must carry growth after the trend moment.

    打开 ProductBots.ai →

这是研究，不是投资建议。数字保留其发布时的标签。