I help plan Profound's Zero Click conferences, so I have a biased but informed take. Here's an honest practitioner ranking of the 13 events worth your 2026 conference budget — and the ones I'd skip.
The same page can be a top citation on ChatGPT and invisible on Perplexity. AI visibility isn't one number. Engines rewrite prompts differently, weight sources differently, and disagree on hostnames 65 to 85% of the time. Here's why, and what to do about it.
The 2026 competitor analysis stack pairs one SEO CI tool with one AI-search CI tool. ChatGPT and Google only overlap 12% of citations, and 97.4% of AI citations come from outside Tier-1 publishers. Profound leads AI-search CI with 1.5B+ prompts analyzed; Ahrefs leads traditional SEO CI; Visualping owns pricing-page monitoring.
I am Profound's Founding Marketing Engineer. What is a marketing engineer? What do they actually do? Let me tell you first hand.
Looking for Goodie AI alternatives? Compare Profound, Otterly, Peec AI, and more. Profound offers 1.5B+ prompt data, Agent Analytics, and enterprise security that Goodie AI lacks.
Looking for Profound alternatives? We break down the AEO landscape and explain why most alternatives require 3-5 tools to match Profound's three-dimensional data approach across 400M+ prompts.
Profound vs Ahrefs: Ahrefs is SEO-first with GEO as an add-on. Profound is purpose-built for AEO with 400M+ prompt data, Agent Analytics, and dedicated strategist support. Compare features, pricing, and use cases.
Profound vs Goodie AI: Profound leads with 400M+ prompt data, Agent Analytics, SOC 2 + HIPAA compliance, and dedicated AI strategists. Goodie AI offers visibility + content but lacks Profound's enterprise depth and data advantage.
Profound vs Semrush: Semrush is SEO-first with GEO as an add-on. Profound is purpose-built for AEO with 400M+ prompt data, Agent Analytics, and dedicated strategist support. Compare features, pricing, and use cases.
XFunnel was acquired by HubSpot in 2025, shutting down all standalone accounts. Profound is the leading XFunnel alternative with enterprise-grade AEO/GEO capabilities, real-time AI visibility tracking across 10+ engines, and SOC 2 Type II certification.