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Kelly Carothers

Author

Articles by Kelly Carothers

Head of Content

Kelly writes about GEO, answer engine optimization, and AI search visibility.

24 articles

Kelly Carothers is Head of Content at 5WPR, where she leads the agency's editorial and Generative Engine Optimization (GEO) programs — the work of making brands legible, citable, and correctly represented inside AI answer engines.

Before joining 5WPR, Kelly served as Director of Government Affairs and Sustainability at Project N95 (2021–2024), the national nonprofit clearinghouse for verified personal protective equipment. She was a public-facing communications lead during the COVID-19 PPE crisis, translating supply-chain and counterfeit-detection findings for consumers, policymakers, and the press.

Her commentary and Project N95's research have been featured in The New York Times and CNN.

Kelly writes about GEO, answer engine optimization, AI search visibility, earned media, and SEO strategy.

Articles by Kelly Carothers

how black friday sales affect ai product recommendations explained

Do Black Friday Discounts Change AI Product Recommendations?

September 16, 2026

ai authority impact on brand choices explained

AI Authority and PR: How AI Models Influence Brand Recommendations

September 11, 2026

brooks ai search explained how brooks beat nike in artificial intelligence search

How Brooks Outran Nike in AI Search

September 11, 2026

ai recommendations for peptide treatments explained

What Information Makes ChatGPT, Claude, and Gemini Recommend Peptide Treatments?

September 10, 2026

a guide to boosting ai wine recommendations in wineries using product-to-use content

How Wineries Can Increase AI Wine Recommendations: A Controlled Study of Product-to-Use Content

September 8, 2026

digital pr trends 2027 winning tactics explained

Digital PR Trends: Winning Strategies for 2027

September 3, 2026

pr in geo earned media impact on ai search presence explained

Public Relations in GEO: How Earned Media Shapes AI Search Visibility

September 2, 2026

how ai models determine your beauty brand identity and competitors explained

How LLMs Decide What Kind of Beauty Brand You Are and Who You Compete With

August 31, 2026

agentic shopping optimization explained product data fuels ai visibility

Agentic Shopping Optimization: How Product Data Drives AI Shopping Visibility

August 28, 2026

Brands Should Stop Asking Which Publications AI Models "Trust" Most

Brands Should Stop Asking Which Publications AI Models "Trust" Most

August 25, 2026

What Is AI Share of Voice? Three Metrics Brands Should Track

What Is AI Share of Voice? Three Metrics Brands Should Track

August 24, 2026

Co-occurrence and Its Impact on User Searches in Large Language Models (LLMs)

Co-occurrence and Its Impact on User Searches in Large Language Models (LLMs)

August 22, 2026

What Is a Query Fan Out? How AI Models Recommend Consumer Brands

What Is a Query Fan Out? How AI Models Recommend Consumer Brands

August 21, 2026

Claude Watermarks Your Writing, Not Just Its Own

Claude Watermarks Your Writing, Not Just Its Own

August 20, 2026

How AI Search Eliminates Brands Before Consumers Can Consider Them

How AI Search Eliminates Brands Before Consumers Can Consider Them

August 19, 2026

AI Visibility Metrics: Six KPIs Communications Teams Must Measure

AI Visibility Metrics: Six KPIs Communications Teams Must Measure

August 18, 2026

Google’s New AI Performance Data: New Insights Into User Intent and AI Search Visibility

Google’s New AI Performance Data: New Insights Into User Intent and AI Search Visibility

August 15, 2026

How Can Pet Brands Improve Their Visibility in AI Search?

How Can Pet Brands Improve Their Visibility in AI Search?

August 13, 2026

Do Tables and Bullets Increase AI Citations? New Findings From 2,400 Tests

Do Tables and Bullets Increase AI Citations? New Findings From 2,400 Tests

August 12, 2026

Price Reputation: How AI Search Frames Pet Brands as Affordable or Expensive

Price Reputation: How AI Search Frames Pet Brands as Affordable or Expensive

August 10, 2026

The Cost of an AI Misclassification: How Category Confusion Can Eliminate Brands From AI Model Recommendations

The Cost of an AI Misclassification: How Category Confusion Can Eliminate Brands From AI Model Recommendations

August 7, 2026

What Are Vector Embeddings? How They Impact AEO and GEO

What Are Vector Embeddings? How They Impact AEO and GEO

August 6, 2026

Why Regional Grocery Chains Appear First in Local AI Answers

Why Regional Grocers Win Local AI Answers

August 5, 2026

The Best Grocery Store, According to AI: Why Local Regional Chains Rank First (2026 5WPR Study)

The Best Grocery Store, According to AI: Why Local Regional Chains Rank First (2026 5WPR Study)

August 5, 2026

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