What Is Google Shopping Share of Voice?
Google Shopping share of voice measures how much of the visible Shopping results your products actually own against the competitors chasing the same shoppers. Not how…

Devik Balami works across SEO, AEO, GEO, content strategy, and AI search visibility at GrowByData. His work focuses on using search data, competitive intelligence, and changing search behavior to improve content performance, brand visibility, and discoverability across traditional search engines and emerging AI-driven search platforms.
Google Shopping share of voice measures how much of the visible Shopping results your products actually own against the competitors chasing the same shoppers. Not how…
Most retail Paid Search teams can tell you their CPC. Fewer can tell you why one product jumps three positions in the Shopping carousel while an…
Roughly one in eleven ChatGPT prompts GrowByData tracked across a full month came back with a sponsored ad sitting inside the answer, the leading edge of…
Shopping ads intelligence is competitive data showing which brands appear in Google’s Shopping carousel, on which keywords, in which locations, how often, and with what ad…
For most of the last decade, ecommerce teams treated AI Overviews as someone else’s problem. They were a publisher headache, a content-site CTR story, something that…
Pull up the results page for one of your money keywords and really look at it. Odds are it isn’t a list of blue links anymore.…
Say you’re the SEO Director at a mid-size apparel retailer. You’ve held positions 3 and 4 on your top commercial keywords for two quarters. Traffic should…
Here’s something most teams get wrong: Google Shopping isn’t one channel. It’s two. There’s the paid side: Product Listing Ads running through Standard Shopping or Performance…
Most Paid Search Directors think they’re monitoring Google Shopping Ads. They’re checking Auction Insights weekly, pulling Performance Max reports, maybe running a competitor price check once…
Personal AI agents are assistants that can research, compare and buy things for one person, and Meta’s Muse has put that model in front of US…
GrowByData Compass is now available in the ChatGPT plugin directory, so you can work with competitive search and AI visibility data inside ChatGPT. Connect your GrowByData…
If you just want to know where your pages rank, buy a rank tracker. They’re a dime a dozen, and you don’t have to spend much.…
Amazon competitor analysis is now built into GrowByData Compass. A new Marketplace section adds four Amazon reports that show which brands lead Amazon search for the…
Quick Answer Competitive price intelligence should be evaluated on the accuracy of product matching, unit-of-measure normalization, competitor and catalog coverage, data freshness, quality controls, and how…
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 summaries that…
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 routing organic…
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 three days…
AI Visibility Index | Running Footwear | June 2026 GrowByData tracks AI brand visibility across 37 non-brand prompts in running footwear, covering ChatGPT, Perplexity, Google AI…