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Understanding Citation Tracking in the Age of AI

Last updated on April 2, 2026

Understanding Citation Tracking in the Age of AI: Why Citation Authority Now Determines AI Visibility

AI has fundamentally changed how brands are discovered. Traditional SEO rewarded rankings, but AI engines now reward citation authority such as the sources and domains that Large Language Models...

Smarter MAP Enforcement for Stronger Dealer Networks

Published on December 3, 2025

Strengthening Dealer Performance Through Data-Driven MAP Enforcement

In today’s omnichannel retail landscape, brands face unprecedented pressure to maintain pricing consistency across marketplaces, dealer websites, and distributor networks. Minimum Advertised Price (MAP) policies, once straightforward have become...

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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 what ad copy. It’s built...

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...

Why Rank tracking isn’t enough in 2026

Published on May 29, 2026

SERP Monitoring vs Rank Tracking: What Enterprise Need

Your rankings look fine. Your organic clicks are down 22% quarter over quarter. Both things are true and that’s the problem rank tracking alone...

Published on May 28, 2026

Purpose in Action: A Look Back at GrowByData’s 2025 CSR Journey

At GrowByData, we have always believed that true growth extends far beyond business metrics, innovation, and technological milestones. It is deeply rooted in how...

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Apparel Search Visibility Is Shifting in 2026

Published on May 22, 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...

Shein and Quince Are Winning the Apparel Shopping Ads Race

Published on May 20, 2026

Shein and Quince Are Winning the Apparel Shopping Ads Race

A Google SERP analysis of 228 apparel keywords reveals a counterintuitive Q1 2026 story: Shopping Ads as a SERP feature lost presence quarter-over-quarter, yet...

Best LLM Visibility Tracking Tools for Enterprise Teams (2026)

Published on May 15, 2026

Best LLM Visibility Tracking Tools for Enterprise Teams (2026)

Key Takeaways LLM visibility tools vary widely in prompt scale, platform coverage, and localization. Brand mentions are not enough to measure real AI authority....

Text Ads Listings Surge Across Key Industries

Published on May 13, 2026

Text Ads Are Regaining SERP Real Estate Across Key Industries

GrowByData’s six-month SERP analysis shows Text Ads rebounded sharply in April after a broad March pullback across Travel, Financial Services, High Tech, and Automotive....

Understanding GrowByData AI Sentiment Tracking

Published on May 7, 2026

Understanding GrowByData’s AI Sentiment Tracking

A guide to Sentiment Composition & Favorability Score What is GrowByData tracking? GrowByData’s Compass platform monitors how AI engines like ChatGPT, Gemini, and others...

Search Measurement in 2026

Published on April 10, 2026

Search Measurement in 2026: How to Track Visibility Across Google and AI Platforms

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...

How to Detect MAP Violations

Last updated on May 28, 2026

How to Detect MAP Violations Across Amazon and Google Shopping

How ecommerce brands monitor reseller pricing, detect MAP violations, and protect visibility across Amazon, Google Shopping, and AI-driven search platforms. MAP violations occur when...

Your Rankings Didn’t Drop. Your Visibility Did

Published on April 1, 2026

Your rankings didn’t drop. Your visibility did. Here’s the data.

Stable rankings can mask a slow erosion of SERP real estate and most ecommerce teams aren’t measuring it. Ecommerce teams have been trained to...