Who Needs AEO? A Practical Guide to Deciding When to Invest
Not every business needs AEO right now. Learn which companies should invest today, which can wait, and the minimum baseline everyone should still cover.
Priya Bothra · Sep 19, 2026
Blog
Field notes on how brands get cited, recommended, and trusted across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overviews.
Is AEO Worth It for Small Businesses in 2026? The Verdict
AEO is worth it for most small businesses in 2026 if you start with low-cost basics and measure results. See when it pays, when it doesn't, and how to test it.
Dharini Shah · Sep 19, 2026
Multimodal AI Search: Optimizing Video, Images and Audio
AI search now takes images, video, voice and files as input and draws on video as evidence. What multimodal search means for brand visibility and how to prepare.
Priya Bothra · Sep 18, 2026
Will AI Visibility Replace Traditional SEO? The Evidence
The case that AI visibility will replace traditional SEO, the strongest counterarguments, what the 2026 data shows and how to plan for either outcome.
Dharini Shah · Sep 18, 2026
The Future of AI Search: A 2026 to 2028 Outlook for Brands
Where AI search is heading from 2026 to 2028: agents, commerce protocols, ads, personalization and regulation, and what brands should prepare for now.
Dharini Shah · Sep 18, 2026
How Answer Engine Optimization Works: The Mechanics
Answer engine optimization works by shaping five stages: crawl access, indexing, query fan-out, passage retrieval and synthesis. See which levers affect each.
Dharini Shah · Sep 18, 2026
Answer Engine vs Search Engine: What Actually Differs
An answer engine writes a single response to your question, while a search engine ranks a list of links. Learn how each one works and what it means for you.
Dharini Shah · Sep 18, 2026
Local Services and SMBs: Winning Hyperlocal AI Recommendations
How local businesses get recommended when people ask AI for services nearby: business profiles, consistent listings, reviews, service pages and booking.
Priya Bothra · Sep 17, 2026
Subscription Retention and AI Visibility: Win Existing Customers
Customers ask AI how to use, fix, downgrade or cancel your product. Learn how accurate AI answers about your subscription can reduce churn.
Priya Bothra · Sep 17, 2026