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92Score
r/Entrepreneur
Tiered SaaS subscription based on number of queries/keywords tracked
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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.

Auf Reddit ansehen
Entdeckt 9. Mai 2026

Score-Details

Schmerzintensität9/10
Zahlungsbereitschaft9/10
Umsetzbarkeit4/10
Nachhaltigkeit8/10

Differenzierung

Unser Ansatz
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.

Stimmen der Community

Echte Zitate aus Reddit-Kommentaren, die diese Chance inspiriert haben

  • “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”

Aktionsplan

Validiere diese Gelegenheit, bevor du Code schreibst

Empfohlener nächster Schritt

Bauen

Starke Nachfragesignale erkannt. Echter Schmerz und Zahlungsbereitschaft vorhanden — fang an, ein MVP zu bauen.

Landing Page Textpaket

Druckfertige Texte basierend auf echten Reddit-Kommentaren — direkt einfügen

Überschrift

AEO/GEO Brand Visibility Tracker

Unterüberschrift

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.

Für Wen

Für SEO professionals, digital marketers, and SaaS founders

Funktionsliste

✓ 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

Sozialer Beweis

“AI recommendation systems feel much more unstable and opaque than traditional SEO”— Reddit-Nutzer, r/r/Entrepreneur

“no pattern at all”— Reddit-Nutzer, r/r/Entrepreneur

“AI recommendations feel more like trying to reverse engineer a raccoon with internet access.”— Reddit-Nutzer, r/r/Entrepreneur

“recommendations swung wildly week to week”— Reddit-Nutzer, r/r/Entrepreneur

“data's still messy”— Reddit-Nutzer, r/r/Entrepreneur

“the real issue is none of these platforms explain how they rank sources.”— Reddit-Nutzer, r/r/Entrepreneur

“The part most people skip is logging the same prompts consistently over time.”— Reddit-Nutzer, r/r/Entrepreneur

“tracked it manually for 3 months is kinda insane”— Reddit-Nutzer, r/r/Entrepreneur

Wo Validieren

Teile deine Landing Page in r/r/Entrepreneur — genau dort wurden diese Schmerzpunkte entdeckt.