AEO is not SEO , data storytelling , AI token costs

**TL;DR** - Answer Engine Optimization (AEO) different from SEO and most companies doing it wrong; data storytelling as competitive advantage; AI token cost structures explained.

The 10-Second Pitch

• AEO optimizes for featured snippets and voice search - requires structured data and clear Q&A formats that SEO does not
• Data storytelling (presenting numbers in narrative form) consistently outperforms charts and tables for executive audiences
• AI token costs follow predictable patterns - understanding cost structure changes how you architect AI products

Setup in 3 Steps

1. If targeting voice search and featured snippets, implement FAQ schema and structured data markup

2. Practice data storytelling: for any important number, write the one-sentence takeaway before showing the chart

3. Model your token costs per user action - you will find that small UX changes can reduce costs by 30%+

**Example Prompt:**

Design an AEO strategy for a B2B SaaS company targeting enterprise procurement officers searching for software solutions.

Verdict

Companies winning at AEO are ones with engineering blogs that answer specific technical questions in plain English.