Reports

Research for the AI Search Era

Original benchmarks, frameworks, and field guides built from twelve months of live experimentation across ChatGPT, Perplexity, Gemini, and Google AI. Every report is free. No paywalls.

8 reports published
Latest Report

The AI
Visibility Gap
2026 Edition

200+ B2B SaaS companies. 4 AI platforms. Twelve months of citation data.

58 Pages Original Research
GEO | AI Search

The AI Visibility Gap: 2026 GEO and AEO Benchmark Report

How 200+ B2B SaaS and AI companies rank on ChatGPT, Perplexity, Gemini, and Google. We tracked citation rates, mapped trust signals, and reverse-engineered the patterns that separate brands AI recommends from brands AI ignores. Includes the 12-month implementation roadmap.

Krishna Kaanth November 18, 2026  ·  58 pages
Read the Report

The State of
Agentic
Commerce

52 Pages
Agentic AI

The State of Agentic Commerce 2026: How AI Agents Are Becoming the Buyers Your Brand Has to Win

Autonomous AI agents are about to start placing orders on behalf of buyers. We mapped the protocols, the early players, and the brand-readiness gap across 120 commerce sites.

Krishna Kaanth Nov 4

The Agentic
Web
Stack

38 Pages
Agentic AI

The Agentic Web Stack: How MCP, A2A, and WebMCP Fit Together (and Why Each One Matters)

Model Context Protocol, agent-to-agent, and WebMCP each solve a different layer of the agent-ready web. The field guide for engineers and founders building for what's next.

Krishna Kaanth Oct 22

WebMCP:
The Agent-Ready
Web Standard

46 Pages
Agentic AI

WebMCP: The Standard That Makes Your Website Agent-Ready (2026 Implementation Report)

WebMCP is how websites become readable, actionable, and citable by AI agents. The implementation guide for engineers and product leaders, with production patterns from 80 early adopters.

Krishna Kaanth Oct 14

The GEO
Budget
Benchmark

34 Pages
GEO

The GEO Budget Benchmark 2026: How Much to Spend on AI Visibility — and Where It Should Go

What leading teams actually invest in AI visibility, how they split the budget across content, authority, and tooling, and the payback timeline behind it.

Krishna Kaanth Sep 30

The Agentic
Browser
Landscape

42 Pages
Agentic AI

The Agentic Browser Landscape 2026: Comet, ChatGPT Atlas, and the New Front Door to the Web

AI browsers are becoming the layer between buyers and your site. We compared the top agentic browsers and what they mean for how brands get discovered.

Krishna Kaanth Sep 16

AI Search
in B2B
SaaS

56 Pages
B2B SaaS

AI Search in B2B SaaS 2026: The Vertical Benchmark for Getting Cited When Buyers Ask AI

B2B SaaS buyers research in ChatGPT before they ever reach your site. The category-by-category benchmark of who gets cited — and who stays invisible.

Krishna Kaanth Aug 28

AI Search
in
E-commerce

48 Pages
E-commerce

AI Search in E-commerce 2026: Winning Product Discovery in the Zero-Click Era

Shoppers now ask AI for product recommendations instead of browsing. How to make AI engines surface, cite, and recommend your products first.

Krishna Kaanth Aug 12

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