Blog · 214 posts
Field notes on local search, review and listing data, entity resolution and the APIs behind them — written for the teams building local marketing software.
Learn why star ratings alone are no longer enough for local SEO success, how sentiment and review context influence rankings and conversions, and what brands must measure instead.
Learn how brands use review data to increase local conversion rates by improving trust, reducing friction, and aligning Google Maps visibility with customer expectations.
Learn how review sentiment analysis turns customer feedback into powerful growth signals that improve local SEO visibility, Google Maps rankings, and conversion performance.
Learn why customer reviews are the strongest local SEO signal in 2026, how they influence rankings, visibility, and conversions, and how brands should adapt their strategy.
Learn how review velocity affects Google Map rankings, why steady review growth matters more than spikes, and how businesses can use reviews to improve local visibility.
Learn how entity resolution helps franchises solve duplicate listings, mismatched data, and brand-location conflicts that hurt local SEO visibility and trust.
Learn why clean entity data is critical to local search trust, how it impacts rankings and conversions, and why AI-powered search depends on consistent business identity.
Learn how brands turn review insights into a competitive advantage by improving local SEO visibility, outperforming competitors, and increasing trust and conversions.
Discover what are the Top 5 Publishers to Pull Business Reviews API From in 2026 for different types of businesses
Learn the difference between entity resolution and listings management, why both matter for local SEO, and how entity resolution supports AI-powered, entity-driven search.