この機会はv2分析パイプラインの前に作成されました。一部のセクション（問題点の叙述、GTM、MVPの範囲、失敗する可能性がある理由）は次回の再分析後に表示されます。

This analysis is generated by AI. It may be incomplete or inaccurate—please verify before acting.

92点数

r/Entrepreneur

Tiered SaaS subscription based on number of queries/keywords tracked

Build

AEO/GEO Brand Visibility Tracker

A B2B SaaS platform that automates the tracking of brand visibility across major LLMs (ChatGPT, Perplexity, Gemini). It categorizes AI responses into 'mentioned', 'recommended', and 'cited', smoothing out non-deterministic swings to give marketers actionable week-over-week metrics.

Redditで見る

発見 2026年5月9日

スコア内訳

課題の強さ9/10

支払い意欲9/10

構築のしやすさ4/10

持続性8/10

差別化

当社のアプローチ

There is a massive gap for a dedicated AEO (AI Engine Optimization) analytics platform that treats LLMs as search engines, specifically categorizing visibility into mentions, recommendations, and citations while smoothing out session-to-session variance.

コミュニティの声

この商機のきっかけになった実際のRedditコメント

“AI recommendation systems feel much more unstable and opaque than traditional SEO”
“no pattern at all”
“AI recommendations feel more like trying to reverse engineer a raccoon with internet access.”
“recommendations swung wildly week to week”
“data's still messy”
“the real issue is none of these platforms explain how they rank sources.”
“The part most people skip is logging the same prompts consistently over time.”
“tracked it manually for 3 months is kinda insane”

アクションプラン

コードを書く前に、この機会を検証しましょう

推奨する次のステップ

開発する

強い需要シグナルを検出。本物の課題と支払い意欲を確認 — MVPの開発を始めましょう。

ランディングページ文案キット

実際のRedditコメントから抽出したコピー、そのまま貼り付けられます

見出し

AEO/GEO Brand Visibility Tracker

サブ見出し

ターゲットユーザー

対象：SEO professionals, digital marketers, and SaaS founders

機能リスト

✓ Automated weekly query tracking across multiple LLMs ✓ Categorization of visibility (Mention vs. Recommendation vs. Citation) ✓ Data smoothing algorithms to filter out hallucination noise ✓ Competitor position tracking

ソーシャルプルーフ

“AI recommendation systems feel much more unstable and opaque than traditional SEO”— Redditユーザー、r/r/Entrepreneur

“no pattern at all”— Redditユーザー、r/r/Entrepreneur

“AI recommendations feel more like trying to reverse engineer a raccoon with internet access.”— Redditユーザー、r/r/Entrepreneur

“recommendations swung wildly week to week”— Redditユーザー、r/r/Entrepreneur

“data's still messy”— Redditユーザー、r/r/Entrepreneur

“the real issue is none of these platforms explain how they rank sources.”— Redditユーザー、r/r/Entrepreneur

“The part most people skip is logging the same prompts consistently over time.”— Redditユーザー、r/r/Entrepreneur

“tracked it manually for 3 months is kinda insane”— Redditユーザー、r/r/Entrepreneur

どこで検証するか

r/r/Entrepreneur にランディングページのリンクを投稿しましょう — そこがこの課題が発見された場所です。