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LLM intelligence

Last updated on March 12, 2026

How Brands Appear in AI Search and What GrowByData’s New Platform Reveals

AI search is rewriting the rules of marketing visibility. The users are not limited to traditional SERPs such as People also ask, organic listings or discussion & forums. AI...

ads in ai overview

Last updated on August 26, 2025

Ads in Google AI Overviews: What GrowByData Really Shows About Paid Visibility in 2025

Introduction: The AI Overview Is Here and It’s Reshaping Paid Strategy AI Overview in Google (formerly Search Generative Experience) is no longer an experiment. As of mid-2025, they appear...

Latest Articles

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 we uplift the world around...

Google Shopping Competitor Analysis

Published on May 26, 2026

Google Shopping Competitor Analysis: How to Track PLA Share of Voice, Pricing, and Promotions in Real Time

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...

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...

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Home Depot - Search Visibility insights

Published on March 12, 2026

Home Depot Competitor Analysis: Who’s Winning the Digital Shelf in Home Improvement Search

Home Depot is currently outperforming its primary competitors (Ashley Furniture, Walmart, and Amazon) in terms of total visibility and growth. While the furniture and...

Why Keyword Volume Alone Should Not Drive Your SEO Platform Decision

Published on March 10, 2026

Why Keyword Tracking Alone Is No Longer Enough for Enterprise Search Visibility

For years, SEO platforms have competed on a simple metric: How many keywords can you track? 10,000 keywords. 50,000 keywords. 500,000 keywords. The assumption...

H&M VS Abercrombie

Published on February 27, 2026

H&M vs. Abercrombie: Apparel Search Leadership Q4 2025

Who Controlled Apparel Search Visibility Across Merchant Listings and Organic? Executive Summary In Q4 2025 apparel search: H&M leads in Apparel Search Verticals with...

Why Google Shopping Report No Longer Explain Performance

Published on February 17, 2026

Why Google Shopping Reports No Longer Explain Performance

Many marketing and paid search teams are noticing a growing disconnect between what Google Shopping reports show and what they experience in the market....

Find Map Violations on Walmart. Enforce MAP Policies.

Last updated on March 8, 2026

Stop the Walmart Price Spiral: A Sales Leader’s Guide to MAP Violations and Margin Protection

When a Walmart reseller drops your product below MAP, you don’t find out from a system alert. You find out from: an angry distributor...

From Policy to Profitability MAP

Published on January 30, 2026

From Policy to Profitability: The Enterprise Guide to Scalable MAP Compliance

In today’s complex e-commerce landscape, brands are under constant pressure to maintain pricing integrity and manage dealer networks efficiently. Minimum Advertised Price (MAP) policies...

Paid Search Intelligence Is Quietly Failing

Last updated on March 12, 2026

Paid Search Intelligence Is Quietly Failing

For years, search and paid media teams treated competitive intelligence as a reliable source of truth. It helped answer critical questions: who was bidding,...

Google Shopping Ads in a Changing Landscape

Last updated on March 30, 2026

Google Shopping Ads in a Changing Visibility Landscape: What Marketers Need to Know

Google Shopping Ads remain one of the most valuable placements in search but they are also one of the most misunderstood. Over the past...