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personal-ai-agent-shopping-product-data

Published on October 21, 2026

Chatbots, MCP and now Meta’s Muse: Your Next Customer might be a Personal AI Agent

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 consumers. Meta launched...

chatgpt ads in travel industry

Published on October 19, 2026

Who’s Winning the Ad Slot in ChatGPT Travel Searches?

ChatGPT ads in travel are far more common than in the B2B SaaS prompt set we tested in September. Most of the volume arrived in the last eleven days...

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ChatGPT Ads Monitoring Tools 2026

Published on November 12, 2026

Best ChatGPT Ads Monitoring Tools (2026)

The short answer: The best ChatGPT ads monitoring tools to compare in 2026 are GrowByData Compass, Adthena, Promptwatch, Similarweb AI Ads, Gauge, Pierview, Metistic and KIME Ads. Choose by...

MAP Monitoring Price Violation Dashboard

Published on November 4, 2026

When MAP Monitoring Misses Your White-Label Products

Your MAP monitoring report shows no violations for a retailer. But is the system monitoring the products that retailer actually sells? If the retailer...

Share of Voice Tools Dashboard

Published on October 30, 2026

Best Share of Voice Tools for Search Marketing: 7 Options compared

A share of voice dashboard can tell you that your visibility fell. Choosing the right tool is harder: you need to know whether the...

Poisoned SERPs_ Global Search Insights

Published on October 30, 2026

Poisoned SERPs: What 2.1 Million Google Results Showed Us

Bottom Line In the United States, the share of Google results pages we flagged as abnormal went from about 1% over the summer to...

personal-ai-agent-shopping-product-data

Published on October 21, 2026

Chatbots, MCP and now Meta’s Muse: Your Next Customer might be a Personal AI Agent

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...

chatgpt ads in travel industry

Published on October 19, 2026

Who’s Winning the Ad Slot in ChatGPT Travel Searches?

ChatGPT ads in travel are far more common than in the B2B SaaS prompt set we tested in September. Most of the volume arrived...

Google ads competitor analysis

Published on October 15, 2026

Google Ads Competitor Analysis: Text, Shopping, Map And AI Mode Ads

A Google Ads competitor analysis shows which brands advertise against you on Google, and how often their ads show up on the searches that...

GrowByData compass is in ChatGPT

Published on October 13, 2026

GrowByData Compass is Now Available in ChatGPT

GrowByData Compass is now available in the ChatGPT plugin directory, so you can work with competitive search and AI visibility data inside ChatGPT. Connect...

share-of-voice-in-ai-search

Published on October 9, 2026

Share of Voice in AI Search: How to Measure it Without Fooling Yourself

Share of voice in AI search is your brand’s share of the brand mentions in AI answers, counted across a fixed set of prompts...

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AI Shopping Visibility Infographic

Published on October 8, 2026

AI shopping visibility: How to Track Which Products ChatGPT, AI Mode and Perplexity Recommend

AI shopping visibility is how often, and how high, your products get recommended when shoppers ask ChatGPT, Google AI Mode, Perplexity or Google AI...

MAP_compliance_trend_monitoring

Published on October 7, 2026

Why MAP Compliance Needs Continuous Monitoring, Not a One-Time Audit

A MAP audit tells you how many sellers were below MAP when it ran. It can’t tell you whether that number is normal for...

Compass Amazon Analytics Benchmark Banner

Published on October 7, 2026

New in GrowByData Compass: Four Comprehensive Reports for Amazon Competitor Analysis

Amazon competitor analysis is now built into GrowByData Compass. A new Marketplace section adds four Amazon reports that show which brands lead Amazon search...

AI Search Visibility Ownership

Published on October 2, 2026

Who Owns AI Search Visibility? A Governance Framework for Marketing Teams

Your SEO team monitors rankings. Your paid team tracks ad performance. PR manages publisher relationships, and brand works on how customers understand what makes...

Published on October 2, 2026

ChatGPT Reddit Citations: Is OpenAI Changing Its Citation Algorithm?

ChatGPT Reddit citations have nearly disappeared on the US retail and travel prompts we track, and the same two-step drop hit both industries in...

Competitive price intelligence workflow showing product matching, price normalization, validation, and decision-ready ecommerce pricing data

Published on October 1, 2026

Competitive Price Intelligence for Ecommerce: How to Evaluate Data Quality Before You Buy

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,...

Competitive PPC analysis and measure text ad share of voice

Last updated on November 6, 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...

Published on September 29, 2026

LLM Brand Sentiment: How to Measure AI Brand Perception

LLM brand sentiment is the tone an AI engine takes when it mentions your brand in an answer: positive, neutral, or negative. Some teams...