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Google Shopping Competitor Analysis

Last updated on September 11, 2026

Google Shopping Competitor Analysis: Track PLA SOV, Pricing & Promotions

If your Google Shopping campaigns are losing clicks, the problem usually isn’t your bids. In the apparel vertical in Q1 2026, one advertiser’s Shopping Ads share of voice surged...

Apparel Search Visibility Is Shifting in 2026

Last updated on September 7, 2026

Apparel Search Visibility Is Shifting in 2026: Rankings No Longer Tell the Full Story

In Q1 2026, two apparel retailers told the whole story of where search visibility is going. H&M extended its lead with 26% visibility growth quarter-over-quarter. Gap lost ground across...

Latest Articles

competitor-ppc-analysis-national-vs-local-share-of-voice

Published on September 29, 2026

Competitor PPC Analysis: How to Measure Text Ad Share of Voice

Competitor PPC analysis measures which advertisers show text ads on the searches you care about, how often they appear, where they sit on the page, and what their ads...

Your competitors' ChatGPT ads are easy to miss: GrowByData research tracking 44 prompts from August 26 to September 24, 2026, New York, US

Published on September 25, 2026

How to Track Competitor Ads in ChatGPT

You can’t track competitor ads in ChatGPT the way you track them on Google. There’s no Auction Insights, no ad library, and no report...

Published on September 25, 2026

AI Search Visibility Gap Analysis: When AI Cites You But Doesn’t Name You

An AI search visibility gap analysis shows where AI answers name your competitors and leave you out. We ran one on GrowByData. Across 3,028...

Healthcare_search_intelligence_user_journey

Published on September 25, 2026

What Healthcare Marketers Need to Track in 2026

Patient reliance on AI tools to choose a provider doubled this year Patient reliance on AI tools to choose a healthcare provider more than...

Your AI search competitors aren't just the ones in your rank tracker

Published on September 24, 2026

The AI Search Visibility Landscape Is Bigger Than Your Competitor List

We tracked 44 prompts about search and AI visibility across ChatGPT, Google AI Mode, Google AI Overviews and Perplexity. The result was not a...

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...

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...

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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...

ChatGPT Citation Analysis How to Track the Sources It Actually Cites

Published on September 10, 2026

ChatGPT Citation Analysis: How to Track the Sources It Actually Cites

Most teams running a ChatGPT citation analysis are actually doing something else: counting how often their brand name shows up in a response. That’s...

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...