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Insights on AI search, AEO, and making your SaaS visible to AI assistants.

Featured

Strategy8 min read

You're Winning AI Answers. But Are You Winning the Click?

AI visibility scores are a leading indicator, not a result. Here's how to measure whether being recommended by ChatGPT actually drives traffic — and the four divergence patterns worth naming.

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How-To9 min read

How to Check If ChatGPT Recommends Your Brand (4 Methods, Ranked)

Four ways to find out whether AI assistants name your product when buyers ask for recommendations — what each costs, what each misses, and which to use at your stage.

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Research8 min read

What Princeton's GEO Research Means for Your AI Visibility

Princeton tested 9 optimization strategies across 10,000 AI queries. Expert quotes boost visibility 41%, statistics 33%, citations 28%. Keyword stuffing hurts by 10%.

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Industry7 min read

AI Search Is Eating Google. Here's What That Means for Your SaaS.

The rules of software discovery are changing. 40% of knowledge workers now use AI to research software. If you're only optimizing for Google, you're already behind.

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Research9 min read

We Analyzed 24,000 AI Prompts Across 60 SaaS Categories. Here's What Gets You Recommended.

Original data from Foxish's benchmark engine — the largest analysis of AI product recommendations to date. 10 key findings every SaaS company should know.

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Guide12 min read

AEO: The Complete Guide to AI Engine Optimization for SaaS

SEO got you found on Google. AEO gets you recommended by AI. The 6 pillars, step-by-step implementation, and how to measure success.

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All Posts

How-To11 min read

How to Check If ChatGPT Recommends Your Ecom Store (5 Methods, Ranked)

*From typing prompts into ChatGPT yourself to running automated scans across every model — here's what each method actually tells you, and where each one lies.*

Strategy8 min read

Why Fintech Brands Are Losing the AI Recommendation Race - and How to Fix It

Financial services face higher trust bars in AI search. Learn how to use citations, schema, and GEO tactics to ensure AI assistants recommend your fintech brand.

Research9 min read

Away Beat Samsonite in an AI Brand Fight. Barely.

*We ran Away vs Samsonite through ChatGPT, Gemini, and Perplexity. The 137-year-old giant lost 2-1 to a startup that turns nine this year. Here's what the data actually says.*

Tactics7 min read

The Local AEO Playbook: Winning AI Recommendations in 2026

Learn how to optimize your local service business for AI recommendations using advanced schema, citation intelligence, and location-scoped tracking to win in Google AI Mode.

Guide11 min read

AEO for Shopify Stores: The Playbook

What actually moves the needle when you want ChatGPT and Perplexity recommending your store, not your competitor's.

Tactics8 min read

The Citation Paradox: Why High Rankings No Longer Guarantee AI Recommendations

Learn why your SEO success isn't translating to AI visibility and how to use citation intelligence to dominate recommendations in 2026.

Research9 min read

Nike Just Swept Allbirds 3-0 in the AI Answer Layer

*We pitted the sustainable challenger against the incumbent across ChatGPT, Gemini, and Perplexity. The result wasn't close — and the reason matters more than the score.*

Research9 min read

We Made ChatGPT, Gemini, and Perplexity Pick Between Coke and Pepsi. Coke Won 2-1.

*The 130-year-old cola war has a new front — and Pepsi is losing it in two out of three AI models.*

Strategy8 min read

Beyond the Firewall: Why Cybersecurity SaaS Needs an AI Visibility Strategy

Learn how to optimize your cybersecurity brand for AI recommendations. Discover the tactics that move the needle in ChatGPT, Perplexity, and Google AI Mode.

Strategy8 min read

You're Winning AI Answers. But Are You Winning the Click?

AI visibility scores are a leading indicator, not a result. Here's how to measure whether being recommended by ChatGPT actually drives traffic — and the four divergence patterns worth naming.

Strategy8 min read

The AI Attribution Gap: Connecting LLM Recommendations to Your Bottom Line

Learn how to bridge the gap between AI assistant mentions and actual revenue by tracking visibility, sentiment, and correlation through modern analytics.

Strategy8 min read

The Citation Pyramid: A Strategy for Dominating AI Recommendation Engines

Learn how to build a robust citation strategy that forces ChatGPT, Claude, and Gemini to recommend your brand using the four levels of the AI visibility pyramid.

Tactics8 min read

Beyond Backlinks: Why Your Ecommerce Brand Needs an AI Citation Strategy

Learn why traditional SEO link building is failing in the AI era and how to use citation intelligence to get recommended by ChatGPT, Claude, and Perplexity.

Tactics8 min read

Local AEO for Healthcare: Winning Patients in the Age of Google AI Mode

Learn how healthcare practices can dominate AI recommendations by leveraging structured data, citation intelligence, and the latest GEO research findings.

How-To9 min read

How to Check If ChatGPT Recommends Your Brand (4 Methods, Ranked)

Four ways to find out whether AI assistants name your product when buyers ask for recommendations — what each costs, what each misses, and which to use at your stage.

Research8 min read

What Princeton's GEO Research Means for Your AI Visibility

Princeton tested 9 optimization strategies across 10,000 AI queries. Expert quotes boost visibility 41%, statistics 33%, citations 28%. Keyword stuffing hurts by 10%.

Industry7 min read

AI Search Is Eating Google. Here's What That Means for Your SaaS.

The rules of software discovery are changing. 40% of knowledge workers now use AI to research software. If you're only optimizing for Google, you're already behind.

Research9 min read

We Analyzed 24,000 AI Prompts Across 60 SaaS Categories. Here's What Gets You Recommended.

Original data from Foxish's benchmark engine — the largest analysis of AI product recommendations to date. 10 key findings every SaaS company should know.

Strategy8 min read

The $72K Mistake: What AI Invisibility Is Costing Your SaaS

Your competitors are getting recommended by ChatGPT. You're not. We calculated what that gap costs one company: $72,000/year in missed pipeline.

Guide12 min read

AEO: The Complete Guide to AI Engine Optimization for SaaS

SEO got you found on Google. AEO gets you recommended by AI. The 6 pillars, step-by-step implementation, and how to measure success.

How-To11 min read

How to Get ChatGPT to Recommend Your Product (Step-by-Step)

A practical, no-fluff guide to making AI assistants name your product when buyers ask for recommendations. Includes code snippets and a clear timeline.

Agency9 min read

Why Marketing Agencies Should Offer AI Visibility Services

Your clients are asking why ChatGPT doesn't recommend them. Here's how to turn that question into a new revenue stream with pricing, service models, and ROI math.