Google AI ModeSep 26, 2026
Several software companies provide specialized platforms and tools to automate customer feedback collection, sentiment analysis, aggregation, and routing into product or support roadmaps.
- Canny – Uses AI to automatically capture, aggregate, and analyze feedback from channels like Intercom, Slack, and Gong to surface trends and help teams make roadmap decisions. Explore features directly on Canny.
- Zonka Feedback – Features automated survey distribution via SMS, email, WhatsApp, and in-product prompts, paired with AI-driven sentiment analysis, intent detection, and automated follow-up workflows. Learn more on .