
Ecommerce AEO: How DTC Brands Win Product Recommendations from AI
22% of shoppers now research products through AI, and 81% of brands never get mentioned. The ecommerce AEO playbook for winning AI product recommendations.
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Showing posts tagged “SaaS Marketing” · 121 articles

22% of shoppers now research products through AI, and 81% of brands never get mentioned. The ecommerce AEO playbook for winning AI product recommendations.

Perplexity's share of AI referrals fell from 19.7% to 6.9% while its ARR tripled. What's actually happening, and how SaaS founders should split AEO effort in 2026.
![Local SaaS AEO: Ranking in ChatGPT for "[City] + [Category]" Queries](/images/blog/local-saas-aeo-city-category-chatgpt/hero.webp)
Buyers add geography to software prompts for compliance and currency reasons, and almost no SaaS competes for those answers. The geo page playbook for AI.

Your buyers ask ChatGPT for recommendations every day, and no tool shows you those prompts. Six sources that reveal the exact questions, step by step.

How to get your SaaS featured in the directories and AI-tool lists that ChatGPT, Perplexity, and Gemini pull from when they build recommendations.

Local AEO is a city-by-city game. How to build per-city prompt panels, win AI citations in metros without an office, and track where engines recommend you.

A pre-launch playbook for getting your startup cited in ChatGPT, Perplexity, and Gemini before you have any traffic, backlinks, or customer reviews.

AI engines learn brands from mentions, not backlinks. Here's the digital PR playbook that turns unlinked press, podcast, and community mentions into citations.

AI search sends less than 1% of web traffic but converts at 11x the rate of Google. Here are the real numbers behind AI referral traffic in 2026.

A tactical playbook for SaaS founders on using Reddit, Hacker News, Stack Overflow, and online communities to get your product cited by ChatGPT, Perplexity, and AI search engines.

Learn why AI search engines pull from listicle articles more than any other format, and the exact playbook for getting your SaaS product placed on lists that ChatGPT, Perplexity, and Gemini actually cite.

Technical guide to making your SaaS product visible to AI agents. Covers llms.txt, semantic HTML, SSR, accessibility tree optimization, and verification.
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