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LLM Share of Voice & Visibility Tracker (SaaS)
A B2B SaaS platform that allows brands and agencies to input target keywords/prompts and automatically tracks how often their brand (vs competitors) is recommended by ChatGPT, Gemini, and Perplexity. It solves the exact problem of measuring the 'starting point' before investing in AEO.
Why this matters
A B2B SaaS platform that allows brands and agencies to input target keywords/prompts and automatically tracks how often their brand (vs competitors) is recommended by ChatGPT, Gemini, and Perplexity. It solves the exact problem of measuring the 'starting point' before investing in AEO.
- · Built for E-commerce brands, Digital Marketing Agencies, SEO Professionals.
- · Most likely monetization: SaaS subscription (tiered by number of prompts tracked).
Score Breakdown
Market Signal
Differentiation
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Build
Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.
Landing Page Copy Kit
Ready-to-paste copy based on real Reddit community language — no editing required
Headline
LLM Share of Voice & Visibility Tracker (SaaS)
Sub-headline
A B2B SaaS platform that allows brands and agencies to input target keywords/prompts and automatically tracks how often their brand (vs competitors) is recommended by ChatGPT, Gemini, and Perplexity. It solves the exact problem of measuring the 'starting point' before investing in AEO.
Who It's For
For E-commerce brands, Digital Marketing Agencies, SEO Professionals
Feature List
✓ Multi-LLM querying engine (API based) ✓ Brand mention detection using LLM-as-a-judge ✓ Competitor benchmarking dashboard ✓ Historical visibility trend graphs
Where to Validate
Share your landing page in r/r/SEO — that's exactly where these pain points were discovered.
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Community Voices
Real quotes from Reddit comments that inspired this opportunity
- “can they show you exactly where you stand across ChatGPT, Gemini, Perplexity right now, before they touch anything? if they can't measure the starting point they can't measure results.”
- “Apparently my top 2 competitors are all over gemini and chatgpt.”
- “It has to be more than just tracking prompts because nobody knows for sure what prompts potential customers are actually using.”
- “Lots of agencies out there selling AI snake oil.”
- “A lot of “AI SEO” agencies are just selling rebranded SEO with fancy wording.”
- “run from anyone guaranteeing rankings in AI search. nobody controls what ChatGPT recommends week to week.”
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