Case study: Gumlet turned ChatGPT mentions into 20% of inbound revenue. Read it →
AI Visibility Score

5 AI Search Roles That Will Exist in 2027 (And How to Hire for Them Now)
TL;DR Quick Answer By 2027, AI search visibility splits into five distinct roles inside B2B SaaS marketing teams: Citation Strategist, AI Content Architect, Visibility Analyst, Entity and PR Lead, and…

B2B SaaS SEO Agency vs In-House Hire: The Real Decision in 2026
TL;DR Most B2B SaaS marketing leads ask the same question when organic shows up on the planning doc: do I hire an LLM SEO agency or do it in-house? The…

How Long Does It Take to Show Up in ChatGPT Citations? (And How to Tell Which of Yours Will)
TL;DR You published the page in February. It’s indexed in Bing, OAI-SearchBot has crawled it, the schema validates, and ChatGPT still cites a competitor’s older post when you run the…

The B2B SaaS Founder’s Guide to AI Search Visibility
TL;DR If an AI had to recommend three companies in your category right now, would you clearly belong there? For 44% of the B2B SaaS companies we scored in our…

How to Fix Brand Hallucinations in ChatGPT: A Step-by-Step Playbook for B2B SaaS
TL;DR Last quarter, the head of growth at a $20M ARR vertical SaaS company emailed me a screenshot. ChatGPT had told a buyer their product cost $99 a month. Their…

The Complete LLM SEO Guide for SaaS Brands
Only 12% of URLs cited by ChatGPT rank in Google’s top 10. Read that again. The vast majority of what AI recommends to your buyers sits entirely outside the traditional…
