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Entity SEOAI SEO

How Plate Lunch Collective Approaches AI Search Optimization

AI platforms retrieve differently from traditional search. Here is what the evidence shows and how our practice works inside it.

Hayden Bond

May 27, 2026

Latest

AI SEO

Retrieval Layer and Parametric Layer: The Two Systems That Determine AI Search Visibility

Apr 30

AI SEO

Why AI Cites Your Content and Recommends Your Competitor

Apr 28

AI SEO

AI Search Leapfrogged Traditional Search as the First Stop

Apr 27

AEO

Parametric vs. Retrieval Knowledge: When Models Answer From Memory

Apr 1

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AEOCitation-Ready Content

Embedding Geometry: Why Topic Coherence Beats Keywords

Why AI search retrieves by meaning, not keywords, and why passage-level topic coherence determines what gets cited.

Hayden Bond·Mar 31, 2026

AEOCitation-Ready Content

Authoritative Pages Lose AI Search Citations When They Answer The Wrong Question

AI search doesn't cite pages. It cites passages. Canva has an SVG editor page. The answer about how exports actually work lived on social networks, not Canva.

Hayden Bond·Mar 29, 2026

Citation-Ready ContentAI Search Visibility

The Reallocation: What GLP-1 Is Doing to Consumer Markets and Why Most Marketing Strategy Is Missing It

GLP-1 isn't a weight loss story. It's reorganizing impulse-driven consumer behavior across 20 verticals. Here's what the data shows.

Hayden Bond·Mar 29, 2026

Social SearchCitation-Ready Content

What AI Actually Pulls from Social — And Why Trust Signals Drive It

Social platforms are retrieval surfaces. What your brand builds on TikTok, YouTube, Reddit, and Instagram feeds directly into what AI systems cite about you.

Hayden Bond·Mar 24, 2026

AI SEOCitation-Ready Content

SEO Content Writing That Works in ChatGPT and Google AI: The Technical Implementation Guide

The engineers who built ChatGPT and Perplexity documented content requirements in 2024. Most publishers missed it. Here is what the vector database docs say.

Hayden Bond·Feb 11, 2026

AI SEOCitation-Ready Content

Who Speaks for a Brand When the Brand Doesn't?

When a brand doesn't publish deals in a way AI can find, the AI asks someone else. A test across Nike and Darc Sport shows what that costs.

Hayden Bond·Feb 10, 2026

AI Search VisibilityAEO

Agentic Commerce Readiness: Protocol Implementation and the Parallel Challenge of Product Discoverability

Agentic checkout is live. The transaction layer works. The harder question is whether AI agents can surface the right product before checkout begins.

Hayden Bond·Feb 6, 2026

AEOCitation-Ready Content

The Modular Content Debate Misses the Actual Problem

The modular content debate got the question wrong. Whether a passage survives extraction is a structural problem, not a writing style debate.

Hayden Bond·Jan 21, 2026

AEOCitation-Ready Content

What It Takes to Get Your Shopify Products Into AI Answer

Generative engines synthesize from sources they can verify. Most Shopify stores are missing the fields that make products citeable. Here is what to fix first.

Hayden Bond·Nov 19, 2025

AEOCitation-Ready Content

Your Farm Is Invisible to AI Search. Here Is Why.

When someone asks an AI which farms to visit, scale does not guide the answer. The difference is whether the information is structured enough to be read at all.

Hayden Bond·Nov 17, 2025

AI SEOAI Search Visibility

Generative Engine Optimization: Field Notes for Early Adopters

AI referrals converted six times better than Google at Webflow. Princeton tested what moves AI visibility. Results contradicted two decades of SEO assumptions.

Hayden Bond·Nov 12, 2025

Social SearchAI Search Visibility

Instagram Cracked the Spam Problem. Here's What It Means for AI Search

Instagram rewarded aggregators over creators for 13 years then fixed it. AI search has the same problem and better tools to solve it. The question is when.

Hayden Bond·Oct 21, 2025

AEOCitation-Ready Content

The Intimacy of Intent: What Voice Search Reveals About Who We Really Are

When people type they edit themselves. When they speak they do not. Voice queries carry everything the typed version strips away. Here is what that means.

Hayden Bond·Oct 8, 2025

Entity SEOCitation-Ready Content

Why AI Can't Find Your Business Even With a Good Website

A luxury shuttle had a perfect website. The Rich Results Test said otherwise. Here is why looking good and being legible to AI are two different things.

Hayden Bond·Sep 11, 2025