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Everything you need to build a brand that drives growth in an AI-first world

Profound alternatives Demand-Genius stakeholder Map showing how AI perception varies across buyer personas

10 Best Profound Alternatives for B2B AI Search in 2026

AI visibility has become a real priority in B2B, and it’s not hard to see why. Per Forrester, 89% of […]

What is Information Gain and Why is It Critical for AEO

Most AEO advice right now boils down to a recycled SEO playbook: track brand mentions, count citations, optimise content to […]

Your AEO Visibility Metrics Are Lying to You. Here’s What Actually Matters.

Your citation counts are up, brand mentions are climbing, and the AI referral traffic dashboard looks better than last quarter. […]

Setting Up Intent Clusters: A Better Framework for Measuring AI Visibility

There are thousands of ways a B2B buyer can ask the same question. “Best CRM for startups.” “What CRM should […]

Canon Concentration: The AEO Metric That Tells You Whether Your Visibility Actually Means Anything

Your brand is showing up in LLM responses. The AEO dashboard shows lots of green. The question few teams stop […]

LLMs Don’t Behave the Same Way Across Your Buyer Journey. Here’s What Actually Changes

There’s a working assumption baked into most AEO strategies right now: that LLMs behave like a smarter, chattier version of […]

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