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SEO and AI Search

Exploring seo and ai search with 9 articles

All AI Research (17) AI Tools (11) SEO and AI Search (9) WordPress (3) E-Commerce (2) Web Design (2) Content Strategy (1)
The Storefront Layer: Why GPT-5.4 Cites Pricing Pages 35x More Than the Old Default
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The Storefront Layer: Why GPT-5.4 Cites Pricing Pages 35x More Than the Old Default

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The Storefront Layer: Why GPT-5.4 Cites Pricing Pages 35x More Than the Old Default

GPT-5.4 reads pricing pages as a primary information source. GPT-5.3 ignored them almost entirely. The default model just changed and we are inside a roughly seven-week corridor in which the citation surface is being rewritten.

Catori 2026-04-26
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Entity Ghosting: When a Competitor Owns Your Name in AI Memory
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Entity Ghosting: When a Competitor Owns Your Name in AI Memory

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Entity Ghosting: When a Competitor Owns Your Name in AI Memory

I ran the Ghost Citation Audit on our own company. Found something worse than ghost citation: AI parametric memory has handed our name to a different agency in another city. We are functionally invisible under our own brand.

Catori 2026-04-20
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The Bibliography Is Not the Brainstorm: Why AI Citations Are Post-Hoc (And What That Means for SEO)
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The Bibliography Is Not the Brainstorm: Why AI Citations Are Post-Hoc (And What That Means for SEO)

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The Bibliography Is Not the Brainstorm: Why AI Citations Are Post-Hoc (And What That Means for SEO)

A study of 541,213 LLM responses found that when a brand is named in an answer, citation rate is 53.1 percent. When the brand isn't named, the same brand cites at 10.6 percent. Citations are downstream. Mentions are upstream.

Catori 2026-04-17
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The Shattered Mirror: Why Every AI Sees a Different World
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The Shattered Mirror: Why Every AI Sees a Different World

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The Shattered Mirror: Why Every AI Sees a Different World

AI platforms don't just rank the same businesses differently -- they see entirely different businesses. Zero contractors appeared in more than one tool's recommendations. Not low overlap. Zero. Here's what that means for local business visibility.

Catori 2026-04-08
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The Visibility Squeeze: How AI Search Is Rewriting Local Business Competition
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The Visibility Squeeze: How AI Search Is Rewriting Local Business Competition

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The Visibility Squeeze: How AI Search Is Rewriting Local Business Competition

Only 1.2% of local businesses get recommended by ChatGPT -- a 30x gap from Google's local 3-pack. The shift from ranking to qualifying as the AI's answer is already here.

Nadia Solis 2026-03-09
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The Entity Truth Layer: Why AI Gets Your Business Wrong and What Actually Fixes It
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The Entity Truth Layer: Why AI Gets Your Business Wrong and What Actually Fixes It

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The Entity Truth Layer: Why AI Gets Your Business Wrong and What Actually Fixes It

AI systems don't build entity understanding the way search engines build indexes. They absorb scattered, often contradictory data and resolve ambiguity through popularity bias. The result: 75% of AI projects get the wrong answer because AI can't reliably distinguish one entity from another. Here's a new framework for what actually fixes it.

Nadia Solis 2026-03-08
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AI Citation Mechanics: How Search Engines Choose What to Recommend in 2026
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AI Citation Mechanics: How Search Engines Choose What to Recommend in 2026

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AI Citation Mechanics: How Search Engines Choose What to Recommend in 2026

How do ChatGPT, Perplexity, and Google AI Overviews select which sources to cite? Data from 700,000 conversations reveals page-level grounding beats domain authority, and schema markup gives a 2.5x citation boost.

Catori 2026-03-07
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The Discovery Paradox: What AI Search Is Doing to Human Wayfinding
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The Discovery Paradox: What AI Search Is Doing to Human Wayfinding

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The Discovery Paradox: What AI Search Is Doing to Human Wayfinding

AI search simultaneously makes discovery more efficient and more constrained. The efficiency is measurable. The constraint is invisible. And the skill atrophy means humans can't fall back when the AI fails.

Catori 2026-03-06
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AI Citation Mechanics: How Search Engines Choose What to Recommend
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AI Citation Mechanics: How Search Engines Choose What to Recommend

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AI Citation Mechanics: How Search Engines Choose What to Recommend

AI citation operates fundamentally differently from traditional search ranking. The selection happens at the page level, not the domain level. Backlinks and domain popularity are largely irrelevant. What matters is grounding — whether a page can safely support factual accuracy in a generated answer.

Nadia Solis 2026-03-04
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