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Search Measurement in 2026

Last updated on September 1, 2026

How to measure search visibility across Google and AI platforms in 2026

A Practical Framework for SEO, Paid Search, and AI-Driven Discovery Search is no longer limited to traditional Google results. Today, visibility spans across organic listings, paid ads, shopping results,...

How to Detect MAP Violations

Last updated on August 27, 2026

How To Detect MAP Violations Across Amazon And Google Shopping

Key Takeaways MAP violations cascade: once one reseller drops price, automated repricing tools can spread that price across dozens of listings within hours. Manual or occasional-audit monitoring is no...

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Google Shopping MAP Violations What 618,000 Price Checks Reveal

Published on September 23, 2026

Google Shopping MAP Violations: An Analysis of 617,958 Reseller-SKU Observations

Minimum advertised price (MAP) policies keep advertised prices consistent and protect the retailers that follow them. Enforcing one is harder, because it depends on seeing every place your products...

Google AI-generated What Customers Love summary appearing in paid search ads with GrowByData search visibility monitoring

Published on September 18, 2026

Google’s “What Customers Love” AI Summaries Are Adding a New Layer to Search Ads

Google is testing a new AI-generated block inside some sponsored Search results, labeled “What customers love.” The feature uses customer feedback signals to generate...

Published on September 17, 2026

12 Generative Engine Optimization Best Practices For 2026

Generative engine optimization best practices are the habits that make your pages easy for AI search tools to find, trust, and cite. On Google,...

ai prompt tracking - why single prompt is not enough

Published on September 17, 2026

AI Prompt Tracking for Enterprise Brand Visibility

AI prompt tracking helps marketing and SEO teams understand how their brand appears across AI-generated answers. But one prompt, one platform, or one visibility...

why map violations keep coming back

Published on September 16, 2026

Why MAP Violations Keep Coming Back (and How to Stop Them)

MAP violations keep coming back when a program is built to find more alerts instead of reducing the violations that matter. Programs that work...

AEO_vs_GEO_vs_SEO_whats_actually_different

Published on September 16, 2026

AEO vs GEO vs SEO: What’s the Difference, and What Should You Measure?

AEO vs GEO vs SEO comes down to where you want to show up. SEO gets your page ranked in search results. AEO (answer...

aeo analysis tools - How to Find the Gaps Tracking Tools Miss

Published on September 11, 2026

AEO Analysis Tools: How to Find the Gaps Tracking Tools Miss

Most AEO budgets go toward the same purchase: a dashboard that tells you how often ChatGPT or Perplexity mentioned your brand this week. That...

Google_goto_url

Published on September 11, 2026

How Google’s /goto Redirect Rollout Impacted Search Visibility Reporting

If your Share of Voice report looked strange the week of August 26, you weren’t imagining it, and it wasn’t your account. Google started...

Published on September 10, 2026

What is ChatGPT brand visibility, and why does it matter?

Type a question into ChatGPT about the best tool for your category. Your brand shows up in the answer, or it doesn’t. There’s no...

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Strongest-Match-Label

Published on September 9, 2026

Google Ads “Strongest Match” Labels: What 300,000+ Mobile SERP Scans Show

Key takeaways Google began testing “Strongest Match” and “Strong Match” ad relevance labels in the US on June 26, 2026. GrowByData’s scans caught them...

ai-visibility-explained

Published on September 4, 2026

What Is AI Visibility? A Practical Definition for 2026

Key takeaways AI visibility is how often, accurately, and favorably your brand shows up in ChatGPT, Perplexity, and Google’s AI surfaces, tracked on a...

Amazon_marketplace_operations - GrowByData Catalog Management

Published on September 3, 2026

How a Footwear Retailer Built an Amazon Marketplace Operations Program That Scales

Ecommerce coverage favors growth stories: revenue, ROAS, marketplace expansion. The operational layer underneath those numbers gets almost no attention. Amazon marketplace operations is the...

Best AI Visibility Platforms for Enterprise Brands

Published on September 2, 2026

15 Best AI Visibility Platforms for Enterprise Brands (2026)

Key takeaways Engine count and price aren’t the right scorecard for a $50M-plus brand. SSO, SOC 2, role-based access, and account support matter more....

Increase AI Visibility Using GBD Compass

Published on September 2, 2026

How to Increase Your AI Search Visibility Using GBD Compass

Key takeaways Compass starts with a gap report: which prompt you lose, to which competitor, and which page they’re cited from instead of you....

AI Search Visibility Metrics

Published on September 2, 2026

AI Search Visibility Metrics: 9 KPIs to Track (2026)

AI search visibility metrics are the numbers that tell you whether your brand is actually winning inside ChatGPT, Perplexity, and Google’s AI surfaces, not...

top perplexity ai visibility monitoring tools

Published on August 26, 2026

Top Perplexity AI Visibility Monitoring Tools (2026)

Say you’re the VP of brand marketing at a mid-size DTC skincare company. A customer asks Perplexity “what’s the best vitamin C serum for...

Why your Google AI Mode traffic isn't showing up in GA4

Published on August 21, 2026

Why your Google AI Mode traffic isn’t showing up in GA4

Pull up your GA4 dashboard. Look at Organic Search for the last two quarters. If it’s grown and you can’t fully explain why, some...