Pain Spotter
全部商機

此商機基於舊版分析管線生成，部分新欄位（痛點敘事 / GTM / MVP / 失敗原因）將在下次重新分析後展示。

本商機洞察由 AI 基於公開社群討論合成生成。我們不展示用戶原始貼文或留言原文，所有內容已經過改寫聚合。請在實際行動前自行核實。

92分
r/Entrepreneur
SaaS subscription
Build

LLM Citation Tracker & Source Analyzer (AEO SaaS)

A rank-tracking SaaS for the AI era. Users input their brand, competitors, and target keywords. The tool queries ChatGPT, Gemini, and Perplexity, tracks 'Share of Voice', and extracts the exact source URLs the LLMs used to generate their answers.

在 Reddit 檢視
發現於 2026年4月30日

得分構成

痛點強度9/10
付費意願9/10
實現難度（易建構）5/10
永續性7/10

差異化

現有方案
RunableGain Solutions
我們的切入角度
There is a massive gap for a 'Semrush/Ahrefs for LLMs'—a unified dashboard that tracks brand visibility across ChatGPT, Perplexity, and Gemini, and tells businesses exactly which third-party URLs they need to get mentioned on to improve their AI share of voice.

社群原聲

直接影響該商機判斷的真實 Reddit 評論引用

  • “We used to spend around $5k per month on Google ads.”
  • “Most of the time our competitors are showing up here but not us.”
  • “You can't optimize for LLMs the way you optimize for Google. There's no keyword bidding equivalent.”
  • “LLMs are heavily trained on Reddit, Quora, G2, Trustpilot, industry publications”
  • “There are actually AEO tools that will show you what sources the LLMs are citing for the topics you care about.”
  • “If your competitors' brand names appear in 50 Reddit threads answering questions in your space and yours appears in 5, that's the gap.”

行動計畫

在寫程式之前，先驗證這個商機

建議下一步

直接做

需求訊號強烈。痛點真實、付費意願明確——啟動 MVP 開發。

落地頁文案包

基於真實 Reddit 評論整理的即用文案，可直接貼到落地頁

主標題

LLM Citation Tracker & Source Analyzer (AEO SaaS)

副標題

A rank-tracking SaaS for the AI era. Users input their brand, competitors, and target keywords. The tool queries ChatGPT, Gemini, and Perplexity, tracks 'Share of Voice', and extracts the exact source URLs the LLMs used to generate their answers.

目標使用者

適合：B2B marketers, SEO agencies, and business owners who previously relied heavily on Google Ads.

功能列表

✓ Automated daily querying of target keywords across major LLMs ✓ Brand vs. Competitor 'Share of Voice' dashboard ✓ Citation extraction: A list of all URLs the LLM referenced when recommending competitors ✓ Historical tracking of AI visibility over time

使用者原聲

“We used to spend around $5k per month on Google ads.”— Reddit 使用者，r/r/Entrepreneur

“Most of the time our competitors are showing up here but not us.”— Reddit 使用者，r/r/Entrepreneur

“You can't optimize for LLMs the way you optimize for Google. There's no keyword bidding equivalent.”— Reddit 使用者，r/r/Entrepreneur

“LLMs are heavily trained on Reddit, Quora, G2, Trustpilot, industry publications”— Reddit 使用者，r/r/Entrepreneur

“There are actually AEO tools that will show you what sources the LLMs are citing for the topics you care about.”— Reddit 使用者，r/r/Entrepreneur

“If your competitors' brand names appear in 50 Reddit threads answering questions in your space and yours appears in 5, that's the gap.”— Reddit 使用者，r/r/Entrepreneur

去哪裡驗證

把落地頁連結發布到 r/r/Entrepreneur——這裡就是這些痛點被發現的地方。