Research, Architecture & Growth Insights
Deep-dives into Liquid iOS interface systems, sub-14ms edge architectures, AEO/GEO algorithms, and cross-platform ad attribution.
The Definitive Guide to AEO & GEO in 2026: How to Win Citations in ChatGPT, Perplexity & Claude
Search behavior has fundamentally shifted from ten blue links to synthesized conversational answers. Here is the operational blueprint to get recommended by LLMs.
Dr. Elena Rostova
Head of AI Search Research • Oct 16, 2026
Latest Articles & Guides6
The Definitive Guide to AEO & GEO in 2026: How to Win Citations in ChatGPT, Perplexity & Claude
Learn how modern generative answer engines index, retrieve, and synthesize citations—and how to structure your brand's digital presence to become the default recommendation.
Liquid iOS 18 Design Systems in Modern B2B SaaS: Continuous Squircles, Spatial Depth & Micro-Tactile Polish
An architectural exploration of designing B2B web applications that feel like native iOS 18 apps. From superellipse squircle math to multi-layer frosted specular highlights.
Inside AntraAI: Sub-14ms Redirect Latency Across 320+ Edge Nodes with Bot Interception
A deep dive into edge computing, V8 isolate runtimes, non-blocking clickstream telemetry, and sub-14ms vanity URL routing at global scale.
AntraAI vs. Traditional Bitly & Linktree: Why Generative Search Changes Attribution Forever
Legacy shorteners were built 15 years ago for Twitter character limits. See how AntraAI unifies sub-14ms edge links, AEO/GEO audits, and multi-platform ad managers.
How AI Crawlers (GPTBot, PerplexityBot, ClaudeBot) Index Your Site and How to Guide Them
Understand the distinct behaviors of training crawlers vs real-time search crawlers, and configure granular permissions in robots.txt.
The E-Commerce Attribution Playbook: Connecting Ad Spend to Organic AI Brand Searches
Learn how modern shoppers see an ad on Instagram or TikTok, ask ChatGPT for reviews, and buy. Master multi-touch AI attribution.
See How Your Brand Appears in ChatGPT, Claude & Perplexity
Run an automated AEO/GEO audit on your domain. Discover missing llms.txt directives, schema gaps, and your share of conversational citations.