LLM Citation Tracking Tools 2026: How to Find Out If ChatGPT, Perplexity, and Gemini Mention Your SaaS Brand — Profound vs Otterly vs AthenaHQ vs DIY

LLM citation tracking tools 2026 — Profound vs Otterly vs AthenaHQ comparison for SaaS brands

25% of Google queries now trigger AI Overviews. Your buyers use ChatGPT and Perplexity to research tools. If your brand is not appearing in AI-generated answers, you are invisible in the channel growing fastest. This guide shows how to track and improve your LLM citation rate — from free DIY methods to Profound at $499/month.

Why ChatGPT and Perplexity Never Recommend Your SaaS — And How to Fix AI Visibility Before Your Competitors Do (2026)

Split screen showing a SaaS product ranking on Google but missing from ChatGPT AI recommendations in 2026

Most SaaS products rank on Google but are completely invisible to ChatGPT, Perplexity, and Google Gemini — the channels where an estimated 40 percent of B2B software discovery now happens. This guide diagnoses exactly why AI engines ignore most SaaS tools, runs a 15-minute AI visibility audit, and delivers four specific fixes — from content restructuring and schema markup to review platform strategy and citation source building — that move your SaaS from invisible to recommended.