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CRO research, visitor psychology, and pre-traffic CRO.

Landing page insights, conversion science, and visitor research. Written for founders, agencies, and marketing teams who care more about why visitors leave than how many showed up.

AEO26 June 2026 · 5 min read· Ben Little

Google Just Told You to Stop Buying AEO Hacks

Google's official June 2026 guide says llms.txt, chunking, and AI-only rewrites are wasted effort. True on Google. Here's the cross-engine catch they left out, in 5 minutes.

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AEO26 June 2026 · 12 min read· Ben Little

How AI Search Decides What to Cite (and How We Measure It the Same Way)

AI search retrieves and reads live pages (RAG grounding), then fans one query into many. Here is how ChatGPT, Perplexity, and Google AI choose sources, with the data, and how WhyIQ Radar measures it by running the real queries.

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Conversion Science23 June 2026 · 11 min read· Ben Little

10 Ways to Improve Your Conversion Rate (and Your Sales)

Ten ways to improve your conversion rate and turn more of the visitors you already have into sales: clearer messaging, one obvious CTA, less form friction, visible trust, and testing before you ship.

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AEO17 June 2026 · 11 min read· Ben Little

What is GEO? Generative Engine Optimization, Explained

GEO is optimizing your content so AI engines quote you in their answers. The plain-English guide: what GEO is, how it relates to AEO and AI search visibility, how it differs from SEO, and who should care.

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AEO3 June 2026 · 13 min read· Ben Little

Does AEO/GEO Replace SEO? No, But the Lever Changed

No. AEO and GEO layer on SEO, they don't replace it. The foundation is shared, but the authority signal moved from backlinks to brand mentions. The 2026 data, and how to do both.

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Psychology28 May 2026 · 10 min read· Ben Little

The Founder's Page vs. The Stranger's Page

Founders cannot diagnose their own landing pages. The 1990 Stanford tapper experiment measured the gap: 2.5% comprehension vs 50% predicted. Three biases compound it.

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Conversion Science17 May 2026 · 11 min read· Ben Little

CRO Audits Are Broken. And Your Agency Is Paying the Bill.

Your agency charges $3,000 for a CRO audit. The deliverable is a 60-page PDF that says 'make the CTA bigger'. The client implements it. Conversion does not move. Here is the structural reason, and the two layers a 2026 audit needs.

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Research12 May 2026 · 12 min read· Ben Little

50 Visitors. One Landing Page. Three Completely Different Bounces In The First 8 Seconds.

We ran 50 simulated visitors through the same SaaS landing page. They bounced in the first 8 seconds for three completely different reasons. The research, the methodology, and the 3 elements that decide whether anyone scrolls.

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Research3 May 2026 · 10 min read· Ben Little

Why ChatGPT Cites Some Sources and Ignores Others (Our 482-Run Data Set)

We ran 482 AI search queries across 5 platforms. Only 0.6% of non-brand queries cited any source. Brand mentions get a domain cited 10x more often than backlinks. The citation moat isn't links.

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For Agencies28 Apr 2026 · 9 min read· Ben Little

Your Client Is Blaming You for Their Conversions. Here's What's Actually Your Fault.

The 7 reasons a site doesn't convert, and which three are actually in your scope. Plus how to protect yourself at handoff and turn the blame conversation into a retainer.

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Conversion Science17 Apr 2026 · 11 min read· Ben Little

Your AI Built Your Landing Page Around a Theory Debunked in 1976

The conversion funnel has been studied since 1898 and proven wrong since 1976. AI code generators skipped all of it. Here is what that costs your landing page.

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Conversion Science20 Apr 2026 · 10 min read· Ben Little

You Don't Have a Traffic Problem. You Have a Clarity Problem.

The first thing a founder says when conversions are low: 'I need more traffic.' The data says otherwise. At 1,000 visitors a month, one A/B test takes 28 months. Fix clarity first.

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Research9 Apr 2026 · 11 min read· Ben Little

69% of AI Crawlers Can't Read Your Website (And One Is Wearing a Disguise)

GPTBot and ClaudeBot cannot execute JavaScript. 69% of AI crawlers see a blank page. Here is what they miss and how generative engine optimization (GEO) actually works.

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Conversion Science3 Apr 2026 · 12 min read· Ben Little

You Vibe-Coded a Landing Page. Now Nobody Converts.

You shipped a landing page in 20 minutes with Cursor. It looks professional. Your conversion rate is 0.4%. Here are the 6 CRO decisions the AI made for you that you never reviewed.

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Conversion Science28 Mar 2026 · 12 min read· Ben Little

Why Is My Landing Page Not Converting?

Your landing page has traffic but no conversions. Here are the 9 specific failure modes, how to diagnose which one is yours, and how to fix it.

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