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How Does AI SeeYour Brand?

Insights, analysis, and product updates on AI visibility, search behavior, and brand discovery.

Introducing Product Feed Audit: Optimize Your Product Data for AI Discovery

Product Feed Audit helps brands analyze and optimize their product feeds for AI discovery and recommendation. Built to work with Shopify feeds and e-commerce RSS integrations, Product Feed Audit evaluates structured product data to assess how AI platforms interpret, surface, and compare products. It analyzes feed completeness, attribute clarity, schema structure, taxonomy mapping, and recommendation-readiness signals — identifying exactly where products risk becoming invisible inside AI answers. With Product Feed Audit, brands transform operational product feeds into AI-ready growth infrastructure.

Feb 25, 2026Product

Zeynep Ozkaya

The 7–21 Day LLM SEO Pilot: More AI Visibility, Minimal Lift

AI assistants are reshaping how shoppers discover products. Here's how retailers can measure and improve their visibility in AI answers quickly, with a lightweight proof-of-value pilot.

Feb 23, 2026Playbooks & How-To

Zeynep Ozkaya

Introducing Prompt Volume: Measure Demand in the AI Discovery Era

Quadrant’s new Prompt Volume feature helps brands understand how often people actually ask AI about their category. It makes AI demand measurable, helps teams prioritize high-impact prompts, and guides content strategy toward the questions that truly matter.

Feb 3, 2026Product

Zeynep Ozkaya

AI Search Is the New Shelf

How Retail Brands Win Visibility and Preference

Jan 22, 2026Playbooks & How-To

Ulas Eraslan

Introducing Personas: Target Your AI Content for Specific Audiences

Quadrant's new Personas feature lets you create targeted AI content for specific audience segments. Define personas by demographics, job roles, and industry, then track visibility scores and optimize content for each audience type.

Jan 17, 2026Product

Zeynep Ozkaya

How to Win AI Search Visibility: A Practical Playbook for Brands

AI assistants are the new gatekeepers of product discovery. This 90-day playbook shows brands how to move from guesswork to predictable visibility by treating AI citations as a measurable channel. Learn how to audit your presence, optimize content for LLM extraction, and use data-led sprints to secure your place in the answers that matter.

Jan 15, 2026Playbooks & How-To

Ulas Eraslan

Introducing Query Fan-Out: See What AI Engines Are Really Searching For

Quadrant's Query Fan-Out reveals the hidden searches AI engines perform behind the scenes. See exactly what queries ChatGPT, Claude, and other AI platforms generate from user prompts, and optimize your content for the searches that actually drive citations.

Jan 12, 2026Product