The AI-Native Web Playbook

The AI-Native Web Playbook

Essays on AI agents, hidden traffic, and how to win in AI search

Venn diagram showing overlap between human internet use and AI agent internet use, highlighting intelligent assistance as the shared decision and action layer.

Venn diagram showing overlap between human internet use and AI agent internet use, highlighting intelligent assistance as the shared decision and action layer.

Venn diagram showing overlap between human internet use and AI agent internet use, highlighting intelligent assistance as the shared decision and action layer.

Agentic Interfaces and the Future of UX

Agentic Interfaces and the Future of UX

Jan 28, 2026

Diagram showing Visa Intelligent Commerce framework with agent-specific payment tokens, passkey authentication, personalization signals, payment controls, and commerce signals enabling secure AI-agent transactions.

Diagram showing Visa Intelligent Commerce framework with agent-specific payment tokens, passkey authentication, personalization signals, payment controls, and commerce signals enabling secure AI-agent transactions.

Diagram showing Visa Intelligent Commerce framework with agent-specific payment tokens, passkey authentication, personalization signals, payment controls, and commerce signals enabling secure AI-agent transactions.

How Visa Enables AI Agents to Shop and Pay

How Visa Enables AI Agents to Shop and Pay

Jan 26, 2026

Iceberg diagram showing Google Analytics tracking visible website traffic while AI agent activity like ChatGPT crawls and pricing page evaluation remains hidden below the surface.

Iceberg diagram showing Google Analytics tracking visible website traffic while AI agent activity like ChatGPT crawls and pricing page evaluation remains hidden below the surface.

Iceberg diagram showing Google Analytics tracking visible website traffic while AI agent activity like ChatGPT crawls and pricing page evaluation remains hidden below the surface.

How To Measure AI Agents When Google Analytics Cannot

How To Measure AI Agents When Google Analytics Cannot

Jan 23, 2026

Illustration of web page parsing limits and content truncation for AI systems

Illustration of web page parsing limits and content truncation for AI systems

Illustration of web page parsing limits and content truncation for AI systems

How ChatGPT Finds and Chooses Websites

How ChatGPT Finds and Chooses Websites

Jan 21, 2026

Diagram showing a large language model connected through the Model Context Protocol to external tools such as messaging, analytics, and task systems.

Diagram showing a large language model connected through the Model Context Protocol to external tools such as messaging, analytics, and task systems.

Diagram showing a large language model connected through the Model Context Protocol to external tools such as messaging, analytics, and task systems.

How LLMs Discover Your Model Context Protocol and Why It Matters

How LLMs Discover Your Model Context Protocol and Why It Matters

Jan 19, 2026

Illustration of an AI agent interacting with a Shopify storefront through chat and shopping actions, representing agent-driven product discovery and automated commerce workflows.

Illustration of an AI agent interacting with a Shopify storefront through chat and shopping actions, representing agent-driven product discovery and automated commerce workflows.

Illustration of an AI agent interacting with a Shopify storefront through chat and shopping actions, representing agent-driven product discovery and automated commerce workflows.

What You Should Know About Shopify’s Model Context Protocol

What You Should Know About Shopify’s Model Context Protocol

Jan 13, 2026

Illustration explaining B2A commerce as AI agents researching, evaluating, and transacting with businesses in a conversational interface.

Illustration explaining B2A commerce as AI agents researching, evaluating, and transacting with businesses in a conversational interface.

Illustration explaining B2A commerce as AI agents researching, evaluating, and transacting with businesses in a conversational interface.

B2A Commerce Explained: Winning in an Era of AI Shopping Agents

B2A Commerce Explained: Winning in an Era of AI Shopping Agents

Jan 12, 2026

Layered diagram showing how AI agents understand goals, plan tasks, invoke APIs, and summarize outcomes in a step-by-step execution flow.

Layered diagram showing how AI agents understand goals, plan tasks, invoke APIs, and summarize outcomes in a step-by-step execution flow.

Layered diagram showing how AI agents understand goals, plan tasks, invoke APIs, and summarize outcomes in a step-by-step execution flow.

Agent-First Product Strategy: Building for AI Users, Not Humans

Agent-First Product Strategy: Building for AI Users, Not Humans

Jan 7, 2026

Kaushik Balasubramanian

Diagram showing the agentic commerce landscape, mapping agent actions, ownership models, and how AI agents influence shopping decisions.

Diagram showing the agentic commerce landscape, mapping agent actions, ownership models, and how AI agents influence shopping decisions.

Diagram showing the agentic commerce landscape, mapping agent actions, ownership models, and how AI agents influence shopping decisions.

Agentic Commerce Interfaces: How AI Agents Are Rewriting the Buying Experience

Agentic Commerce Interfaces: How AI Agents Are Rewriting the Buying Experience

Jan 5, 2026

ChatGPT Apps just changed how customers buy (quietly)

ChatGPT Apps just changed how customers buy (quietly)

Dec 31, 2025

Diagram showing new AI commerce metrics including agentic prompt presence, citation share, structured content coverage, and purchase API availability.

Diagram showing new AI commerce metrics including agentic prompt presence, citation share, structured content coverage, and purchase API availability.

Diagram showing new AI commerce metrics including agentic prompt presence, citation share, structured content coverage, and purchase API availability.

How AI Shopping Agents Change the Sales Funnel and Key Metrics

How AI Shopping Agents Change the Sales Funnel and Key Metrics

Dec 26, 2025

AEO vs. GEO: The New Rules for AI Search Visibility

AEO vs. GEO: The New Rules for AI Search Visibility

Dec 15, 2025

Diagram illustrating agent-triggered transactions from product selection through API checkout, autonomous payments, secure processing, and automated reordering.

Diagram illustrating agent-triggered transactions from product selection through API checkout, autonomous payments, secure processing, and automated reordering.

Diagram illustrating agent-triggered transactions from product selection through API checkout, autonomous payments, secure processing, and automated reordering.

How AI Shopping Agents Work and Why They Matter for Growth

How AI Shopping Agents Work and Why They Matter for Growth

Dec 10, 2025

Illustration showing a chat conversation titled “Selling on ChatGPT” explaining that products must be agent-ready to sell through AI.

Illustration showing a chat conversation titled “Selling on ChatGPT” explaining that products must be agent-ready to sell through AI.

Illustration showing a chat conversation titled “Selling on ChatGPT” explaining that products must be agent-ready to sell through AI.

How to Sell on ChatGPT: A Practical Guide to AI Commerce in 2026

How to Sell on ChatGPT: A Practical Guide to AI Commerce in 2026

Dec 4, 2025

What is an AI-native website and why do you need one?

What is an AI-native website and why do you need one?

Nov 30, 2025

Visual showing the vibe shopping journey from briefing and search to interactive refinement, checkout, and post-purchase services.

Visual showing the vibe shopping journey from briefing and search to interactive refinement, checkout, and post-purchase services.

Visual showing the vibe shopping journey from briefing and search to interactive refinement, checkout, and post-purchase services.

What Is Vibe Shopping and Why It Matters for Ecommerce Strategy

What Is Vibe Shopping and Why It Matters for Ecommerce Strategy

Nov 21, 2025

Yellow Flower

Yellow Flower

Yellow Flower

What your analytics misses: >20% of your “traffic” could be AI agents

What your analytics misses: >20% of your “traffic” could be AI agents

Nov 18, 2025

Delegated Traffic: When AI agents own 80% of the buyer journey

Delegated Traffic: When AI agents own 80% of the buyer journey

Oct 21, 2025

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Agent Analytics

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Research & Insights

AI Agents Demand

Subscribe to our newsletter and unlock

the playbook.

© 2026 SonicLinker, Inc.

Socials

Linkedin

X (Twitter)

Reddit

Terms & Conditions

Agent Analytics

AI Search Field Guide

Research & Insights

AI Agents Demand

Subscribe to our newsletter and unlock the playbook.

Have Questions ?

Talk to us.

Schedule a Call

Schedule a Call