AI labs lack effective strategies to build user trust, according to a semiotic analysis of 27 brands including Rolex, Reuters, and frontier AI labs. The study identifies two key dimensions—authority v…
Review Collect, a platform used by over 2,000 Shopify stores, helps brands automatically collect 30 reviews in 30 days to boost visibility with AI-driven buyers. According to a Review Collect study, b…
Netlify added a per-member AI credit cap for Team Owners on Pro plans as of July 15, 2026, allowing them to limit individual Agent Runners spend after complaints that a single agent could drain a team…
Expensify announced expanded capabilities for its Concierge AI, enabling customers to automate expense management, analyze spending, and configure accounts using natural language across email, text, a…
Trustpilot partnered with Shopify to embed reviews in merchant stores as AI search click-throughs surged 1,490 percent in FY25. The integration lets Shopify merchants display and manage Trustpilot rev…
RealTalk launches an autonomous growth agent that monitors products, competitors, and community signals across 10+ sources, pushing Slack or SMS alerts instead of requiring dashboard checks. The tool …
Trustpilot built a real-time streaming pipeline using fine-tuned Google Gemma models to process millions of user reviews under strict latency and cost constraints. The company deployed a suite of spec…
After 2,190 production runs across 32 scrapers, a developer found that conditional GET requests and rate limiting — not robots.txt compliance — are the key to ethical web scraping that avoids server s…