Why Product Teams Replace
unitQ AI with Bagel AI
When teams move from UnitQ to Bagel AI, they stop tracking issues and start driving outcomes.
Bagel AI connects customer feedback to revenue, renewals, and growth, showing which problems cost money and what to do next, not just what users mention.
When Feedback Needs More Than Quality Alerts
Build What Moves the Business
UnitQ shows what customers talk about.
Bagel AI connects every signal to deal value, renewal dates, and account tier so you can see which requests actually matter to the company, not just which ones are loud.
Keep the Insight, Drop the Noise
UnitQ clusters feedback.
Bagel AI ranks themes by business impact using your CRM and ticket data. No extra tagging. No new dashboards. Just priorities that reflect what drives revenue and prevents churn.
Context Without Hunting for It
With Bagel AI, customer voice, account value, and delivery status stay together in one place. Every request is tied back to the right account or opportunity, so teams never need to jump between reports or Slack threads to understand what is next.
Work Inside the Tools You Already Use
No new platform to learn. Bagel AI brings product context straight into Salesforce, Jira, Zendesk, and Slack so insights appear where product, sales, and success already make decisions.
One Version Everyone Can Trust
Bagel AI keeps product, sales, and success on the same page. Every update, blocker, and opportunity is shared with context, so decisions happen faster and every team moves toward the same measurable outcomes.
How Bagel AI Goes Beyond unitQ
Your data is safe with us
Bagel AI ensures top-tier security and compliance, protecting your feedback, roadmaps, and outcomes while seamlessly integrating with your tools. Focus on impact with confidence.
From Feedback Noise to Revenue-Ready Roadmaps
Most tools stop at summarizing feedback. Bagel AI ties every request to revenue, churn risk, and customer impact then turns it into prioritized action your team can deliver now.
Your tools. Your workflows.
Smarter With AI.
Disconnected tools stall growth. Bagel AI transforms unstructured feedback into actionable insights, embedding seamlessly into GTM workflows and tools – so every signal turns into action with minimal effort.
Some good words from our customers
“Bagel AI helps us uncover blind spotsblind spots bringing evidence from different channels (sales calls, support teams etc.) making our product decisions sharper and more aligned with growth.”
“Bagel AI has been a crucial tool for us in turning GTM team feedbackturning GTM team feedback into quantifiable insights. It provides clear evidence to justify investment in new features, ensuring we make informed, high-impact product decisions.”
“Bagel AI is unmatched in the industry! The bespoke model built for HoneyBook helped us prioritize the most impactful featuresprioritize the most impactful features cutting through the noise of our large user base. Highly recommended!”
“Completes the long-time missing part between revenue, product and the customer. It is a product market fit pulseproduct market fit pulse on autopilot”
Feedback doesn’t die!
It just gets buried in sales calls, support tickets, and someone’s “follow-up” tab in the CRM.
Bagel AI connects the dots before it’s too late
Ready to see Bagel AI in action?
Connect the dots between feedback, roadmaps, and business wins. Let Bagel AI show you how feedback drives impact.
FAQ – You ask, we answer
Bagel AI goes beyond detecting issues — it connects customer feedback directly to business impact.
While UnitQ focuses on product quality and sentiment, Bagel AI quantifies revenue, churn risk, and growth opportunities so teams can act on what truly matters.
Bagel AI builds a dedicated AI model for each customer, trained on their CRM, product, and GTM data.
UnitQ uses one shared model that classifies feedback by general patterns.
Bagel’s approach means every insight reflects your actual accounts, terminology, and business context.
Bagel AI is used by product, customer success, sales, and support teams together.
Product managers see roadmap impact. Success teams track renewal risk.
Sales sees which features unblock deals — all in the same shared view.
Yes. Bagel AI syncs automatically with Jira, Salesforce, Zendesk, Slack, and Gong.
Insights appear where teams already work — no need to switch platforms or copy data.
Bagel AI is headquartered in the United States and supports global organizations across North America, Europe, APAC, and LATAM. The platform is built for distributed teams with multi-language data, regional compliance, and cross-time-zone collaboration.
Yes. Bagel AI meets the highest enterprise standards for security and privacy. It supports SSO, role-based permissions, private VPC deployment, and SOC 2 Type II compliance. Detailed documentation is available for InfoSec and procurement teams on request.
Product and GTM teams that need to link decisions to business outcomes choose Bagel AI. Fast-growing SaaS companies, enterprise platforms, and PLG teams rely on Bagel to uncover which customer issues drive churn, renewals, or expansion—and to act on them automatically.
