Where your feedback time goes

Each of these is a source your team already touches weekly. Select volume and time to see the cost.

Feedback

Weekly volume

Avg. time per item

Weekly time

Weekly volume

Avg. time per item

Weekly time

Weekly volume

Avg. time per item

Weekly time

Weekly volume

Avg. time per item

Weekly time

Other feedback you’re dealing with

Team settings

Team size

Hourly rate

Bagel AI can reduce up to 90% of your triage workload.

That’s time back for strategy, not sorting.

Based on actual automation rates seen across Bagel AI customers.

Your triage results

$112,705

Potential Savings
If you used Bagel AI

100.0 hours/week

$125,228/year

65.2 days/year

Lost to manual triage

Time you could innovate

Cost of doing nothing

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What makes Bagel different

Putting your product’s full potential to work

Automatic evidence consolidation

For Product Ops & CS Managers
Manually combing through feedback? That’s done. Bagel AI continuously learns your taxonomy and automatically surfaces the most relevant product gaps and pain points across tools, teams, and touch-points.

Result:
Product Ops and CS teams spend less time digging and more time acting on real evidence.

Bridging product, customers, and revenue

For Product Managers & CROs
Your product ideas should come with a business case.Now they do. Bagel links feedback to roadmap initiatives and connects each idea to revenue, customer pain, and business goals.

Result:
PMs and CROs finally speak the same language: impact.

AI-Generated roadmap ideas

For Product Managers & Sales Managers
Your backlog isn’t missing requests, it’s missing insights. Bagel’s AI reviews your existing roadmap, customer feedback, usage patterns, and revenue trends to suggest new high-impact product ideas.

Result:
PMs and Sales leaders discover what’s next before the competition does.

Metrics that prove ROI

For CPOs & CROs
No more vague “value delivered” claims.
Track adoption, satisfaction, and even revenue impact of features post-launch. Automatically.

Result:
Prove what’s working and reprioritize faster with real numbers.

Actionable!

For Everyone (PMs, CS, Sales)
Nobody wants another status update meeting.
Bagel delivers context-rich product updates directly into the tools your teams already use: Slack, Salesforce, Jira, Zendesk, and more.

Result:
Every stakeholder stays in the loop. No chasing. No guesswork.

Automatic evidence consolidation

Result:
Product Ops and CS teams spend less time digging and more time acting on real evidence.

Bridging product, customers, and revenue

Result:
PMs and CROs finally speak the same language: impact.

AI-Generated roadmap ideas

Result:
PMs and Sales leaders discover what’s next before the competition does.

Metrics that prove ROI

For CPOs & CROs
No more vague “value delivered” claims.
Track adoption, satisfaction, and even revenue impact of features post-launch. Automatically.

Result:
Prove what’s working and reprioritize faster with real numbers.

Actionable!

Result:
Every stakeholder stays in the loop. No chasing. No guesswork.

Blog

July 15, 2025

AI-Native Product Manager | Part 2: Your AI Workflow Starter Pack

Your Workflow Is Ready. You Just Need to Plug AI In.
You don’t need a stack of shiny new tools. You need to know where AI fits in the flow of real product work.
This post breaks down four pivotal moments where AI gives product managers actual thinking leverage not just faster task completion.

July 8, 2025

Fixing CS – Product Friction with AI: Insights from Bagel Talk

Why do CS and Product teams often talk past each other? In this Bagel Talk session, Bagel AI CEO Ohad Biron and Obrela’s Guy Galon unpack the real root of the misalignment and how AI is changing the game. From late-stage churn to feature prioritization, they reveal how shared metrics and automated insights can rebuild trust and drive business impact.

July 1, 2025

Stop Tagging Feedback Manually (Seriously, Stop)

Manual feedback tagging drains time, creates inconsistencies, and blocks teams from seeing the full picture. Whether you’re in Product Ops or Product Management, this outdated process leads to missed insights and slower decisions. Here’s how automation changes everything.

July 15, 2025