� Vol. 14 � Q1 2026

AI Visibility Insights.

Monthly research on how AI platforms recommend brands. Category benchmarks, model behavior shifts, and the AEO playbook � straight from our team.

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� 01 � Featured

This quarter's flagship.

Our largest field study to date � 12,000 buyer prompts across 80 categories, 5 engines, weekly captures.

Q1 2026 � Field Report � 18 min read

The State of AI Brand Recommendations: Q1 2026.

How buyers are using ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews to make purchase decisions � and what every category leader needs to know about replacement rates, citation graphs, and the new battleground for category dominance.

By the SearchDaddy, Inc. team�April 18, 2026

Read the report

All AEO Tactics Case Studies Platform Updates Research Reports Industry Benchmarks

Recent writing.

Platform Updates

How ChatGPT's October Update Changed Brand Mentions.

The shift in how GPT-5 surfaces brand recommendations � measured against our 12k-prompt index before and after the rollout.

9 min readApr 14, 2026

AEO Tactics

The 47-Point AEO Audit Methodology.

A line-by-line breakdown of every signal we measure when scoring a brand's AI visibility � and how each one is weighted.

14 min readApr 02, 2026

AEO Tactics

Why Schema Still Beats Content for AI Visibility.

A controlled study across 200 sites: how much movement comes from schema deployment alone, holding content constant.

11 min readMar 27, 2026

Case Studies

Case Study: How Brandon Ford 38�'d His SOV.

A 90-day teardown of how one mid-market SaaS brand climbed from 0% to 38% AI Share of Voice across all five engines.

16 min readMar 14, 2026

Industry Benchmarks

Category Report: SaaS AI Visibility Benchmarks.

How 80 SaaS categories actually score on AI Share of Voice � distribution, leaders, and the long tail of invisible brands.

22 min readMar 06, 2026

Research Reports

AI Engine Crawler Behavior � A 2026 Analysis.

Twelve months of crawler logs across 400 sites. How often each AI engine actually visits, what they fetch, and why it matters.

13 min readFeb 19, 2026