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Last updated on March 30, 2026

Why Google Shopping Performance Breaks and How Yield-Based Intelligence Restores Control

Most enterprise teams believe they are measuring Google Shopping performance accurately. They aren’t. Google Shopping Ads out of all SERP features in google rarely fails because of poor bidding...

Last updated on June 22, 2026

How to Track Brand Mentions in ChatGPT: 2026 Playbook

Tracking brand mentions in ChatGPT requires running a controlled prompt set against the live model on a recurring schedule, then capturing mention rate, sentiment, competitor co-occurrence, and (where available...

Latest Articles

top price intelligence tools in 2026

Published on August 11, 2026

Top 8 Price Intelligence Tools for Enterprise Teams (2026 Edition)

Every list of the top price intelligence tools promises the same thing: catch a competitor’s price move before it costs you the sale. Here’s something worth knowing before you...

6 Google Shopping Monitoring Tools

Published on August 6, 2026

6 Google Shopping Monitoring Tools: What Each One Actually Tracks

By the time a team starts comparing Google Shopping monitoring tools, they usually have one question Google Ads will not answer: who took my...

Best Enterprise serp features Tracking Tools

Published on August 4, 2026

Best SERP Feature Tracking Tools for Enterprise Teams

Most rank trackers show you a blue line trending up or down. That’s not the whole story anymore. Featured snippets, People Also Ask boxes,...

Published on July 31, 2026

Shopping Ads vs Text Ads: Why Google Shows Different Buyers Different Results

Key takeaways ➤ Shopping Ads appeared in 55.2% of logged-in retail searches but only 4.4% of logged-out ones, where Text Ads climbed to 48.5%....

Best MAP Monitoring Software

Published on July 29, 2026

Best MAP Monitoring Software: 10 Tools Compared

MAP price monitoring software tracks the advertised price of your products across retailers, marketplaces, and reseller listings, then flags where a seller has gone...

Reddit Gets 7% of Retail AI Overview Citations

Published on July 24, 2026

Reddit Gets 7% of Retail AI Overview Citations

We tracked 5,399,894 AI Overview citations across 25 retail product categories between April 1 and June 30, 2026. Reddit accounted for 381,145 of them,...

Google Shopping Visibility Q2 2026 Benchmark Report

Published on July 15, 2026

The State of Google Shopping Visibility: Q2 2026 Benchmark Report

Key Takeaways Target’s paid Shopping Ads share fell 79% in Q2 while its organic share grew 53%, same category, same quarter. Apparel’s paid Shopping...

What Is Google Shopping Share of Voice (And Why Impression Share Isn't Enough)

Published on July 13, 2026

What Is Google Shopping Share of Voice? (And Why Impression Share Isn’t Enough)

Google Shopping share of voice measures how much of the visible Shopping results your products actually own against the competitors chasing the same shoppers....

Published on July 10, 2026

Nike Is the #1 Running Shoe Brand in AI. Ask About Flat Feet and It Drops to 20%.

AI Visibility Index | Running Footwear | June 2026 GrowByData tracks AI brand visibility across 37 non-brand prompts in running footwear, covering ChatGPT, Perplexity,...

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ChatGPT Advertising - monitor ad placements

Published on July 3, 2026

ChatGPT Advertising: What the Data Actually Shows.

Roughly one in eleven ChatGPT prompts GrowByData tracked across a full month came back with a sponsored ad sitting inside the answer, the leading...

How Agencies Win Retail Clients with Shopping Intelligence

Published on July 1, 2026

How Agencies Win Retail Clients with Shopping Intelligence

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...

Tracking AI Overviews in Shopping and Product Searches

Published on June 26, 2026

Tracking AI Overviews in Shopping and Product Searches

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,...

Turn Visibility Gaps into Growth

Published on June 23, 2026

How to Analyze Your SERP and Win the Video Gaps Competitors Miss

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...

how to find serp features opportunities

Published on June 17, 2026

How to Find SERP Feature Opportunities [Step-by-Step]

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....

Google Shopping Organic vs Paid (1)

Published on June 9, 2026

Google Shopping Organic vs Paid: Tracking Both Surfaces

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...

Google Shopping Ads Monitoring

Published on June 4, 2026

How to Monitor Google Shopping Ads: The Complete Guide

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...

How to Track SERP Features - Guide

Published on May 29, 2026

How to Track SERP Features: A Step-by-Step Guide

Your team reports a #1 ranking, and the traffic still doesn’t move. Here’s why: on a modern Google results page, your #1 organic link...