Market Intelligence Blog

Most teams running a ChatGPT citation analysis are actually doing something else: counting how often their brand name shows up in a response. That’s...

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...

Key takeaways AI visibility is how often, accurately, and favorably your brand shows up in ChatGPT, Perplexity, and Google’s AI surfaces, tracked on a...

Ecommerce coverage favors growth stories: revenue, ROAS, marketplace expansion. The operational layer underneath those numbers gets almost no attention. Amazon marketplace operations is the...

Key takeaways Engine count and price aren’t the right scorecard for a $50M-plus brand. SSO, SOC 2, role-based access, and account support matter more....

Key takeaways Compass starts with a gap report: which prompt you lose, to which competitor, and which page they’re cited from instead of you....

AI search visibility metrics are the numbers that tell you whether your brand is actually winning inside ChatGPT, Perplexity, and Google’s AI surfaces, not...

Say you’re the VP of brand marketing at a mid-size DTC skincare company. A customer asks Perplexity “what’s the best vitamin C serum for...