AI Visibility Research and Playbooks
Research, playbooks, and strategy for B2B teams closing the AI visibility gap in ChatGPT, Perplexity, Gemini, and Claude.
AI Visibility Explained: Why Your Brand Is Invisible to ChatGPT (And How to Fix It)
AI visibility is the share of AI-generated answers where your brand is cited or recommended. Here is why most B2B companies are invisible, and the four levers that change it.
The Hidden Revenue Cost of Poor AI Citation Visibility (And How to Calculate Yours)
If buyers research on ChatGPT before they book calls, a low AI citation rate quietly drains pipeline. Here is a simple formula to estimate the cost, and what moves it fastest.
AI Visibility vs SEO: What Changes, What Stays, and Where Most B2B Teams Get It Wrong
SEO is not dying. But AI visibility is not the same discipline. Here is a side-by-side breakdown of where they overlap, where they diverge, and what B2B marketers should do about it.
From AI Visibility Data to Qualified Pipeline: A 7-Step Playbook
Most AI visibility work stalls at the dashboard. Here is the exact 7-step playbook to turn citation and recommendation data into qualified pipeline for B2B.
How to Choose an AI Visibility Platform: A B2B Marketer's Buyer's Guide
The AI visibility tool market is six months old and crowded with lookalikes. Here is what actually matters, what to ignore, and the questions to ask every vendor.
Intent-Based Lead Generation in the AI Search Era: The 4-Tier Prompt Ladder
Keyword-based lead gen is dead in AI search. Here is the 4-tier prompt ladder B2B teams use to generate qualified pipeline from ChatGPT, Perplexity, Gemini, and Claude.