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92Score
r/Entrepreneur
SaaS subscription
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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.

Auf Reddit ansehen
Entdeckt 30. Apr. 2026

Score-Details

Schmerzintensität9/10
Zahlungsbereitschaft9/10
Umsetzbarkeit5/10
Nachhaltigkeit7/10

Differenzierung

Bestehende Lösungen
RunableGain Solutions
Unser Ansatz
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.

Stimmen der Community

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

  • 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.

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

LLM Citation Tracker & Source Analyzer (AEO SaaS)

Unterüberschrift

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.

Für Wen

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

Funktionsliste

✓ 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

Sozialer Beweis

We used to spend around $5k per month on Google ads.— Reddit-Nutzer, r/r/Entrepreneur

Most of the time our competitors are showing up here but not us.— Reddit-Nutzer, r/r/Entrepreneur

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

LLMs are heavily trained on Reddit, Quora, G2, Trustpilot, industry publications— Reddit-Nutzer, 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-Nutzer, 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-Nutzer, r/r/Entrepreneur

Wo Validieren

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