
AEO Is Not SEO — Stop Conflating Them
Search ranks pages against queries. AEO competes for inclusion inside generated answers. Same vocabulary, different game. Here is the difference.

Search ranks pages against queries. AEO competes for inclusion inside generated answers. Same vocabulary, different game. Here is the difference.

When an AI engine answers a buying question, the brand it names just ran an ad. The brand it omitted paid for the impression. Welcome to AEO.

The first Bollywood AI Visibility Index. 30 Indian stars scored across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Methodology, full ranking, the South India blind spot.

Which crypto publications the AI engines actually retrieve from. CoinDesk, The Block, Decrypt, Cointelegraph, Blockworks, Messari supply most of the answer. Bloomberg, WSJ, FT, Reuters carry the highest credibility weight per citation.

The technology research franchises — Salesforce, HubSpot, Microsoft, IBM, Cisco, Adobe, Workday, ServiceNow, Snowflake, Stack Overflow, Gartner, Deloitte, McKinsey — that anchor tech.

The hotel and travel research franchises — J.D. Power, Hilton, Marriott, Booking.com, Expedia, Airbnb, Amex, AHLA, STR, Skift, Virtuoso, AAA — that anchor hospitality.

The F&B research franchises — IFIC, NRA, FMI, Mintel, Datassential, Technomic, Circana, Kerry, Whole Foods — that anchor food and beverage earned media.

Twenty-five years of operator-level reads. Nine validated predictions on the dated public record — Bennett, Uber, Instagram, chatbots before ChatGPT, the Jenner girls. The tenth call: AI Communications, GEO, and Citation Share. Three predictions that will land much faster.

25 Brazilian brands. 5 frontier AI engines. Tier-band assessment of how each company surfaces in ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews. Industrials dominate. Fintech under-indexes. Full quantitative Index v2 ships Q1 2027.

Sidemen, Dude Perfect, Barstool, Unwell Network, Morning Brew. Five creator holding companies indexed against the integrated vs distributed framework — the follow-up to the Beast Industries case at $5 billion.