Switch from 
Productboard
Jira Product DiscoveryJPD
Aha!
Enterpret
another tool to 
Bagel AI. We’ll move you over.
Bagel AI is the product brain that ranks every customer request by the KPI you pick. Sign by December 31, 2026, and we’ll migrate your data and set everything up at no cost, with 30% off your first year.
Why Productboard teams switchTailored for you- Every call and ticket read in full, with nothing to link by hand
- Requests ranked by revenue or any KPI, on every plan
- Unlimited seats, so hiring PMs doesn’t raise the price
Why JPD teams switchTailored for you- Feedback from every sales call and ticket, sorted for you
- Accounts and revenue on every request, with no fields to fill
- Delivery stays in Jira, with specs written into it
Why Aha! teams switchTailored for you- Unlimited seats, so sales and CS join at no extra cost
- Specs sent to Jira, Linear or GitHub
- The KPI checked with the accounts that asked, after launch
Why Enterpret teams switchTailored for you- Coding agents get validated decisions, in 12X fewer tokens
- 95%+ accuracy from a model dedicated to your product
- Ranked by any KPI you pick, then checked after launch
Why teams switch to Bagel AITailored for you- Every sales call, ticket, chat and thread read in full
- Requests ranked by revenue or any KPI you pick
- The KPI checked after launch, with the accounts that asked
- Unlimited seats
- SOC 2 Type II
- GDPR ready
- 100+ integrations
Used by top product and engineering teams
Meet Bagel AI
Your company’s product brain
Bagel AI reads every sales call, support ticket, chat and thread, then ranks what to build next by the revenue or KPI at stake.
Plugs into your stack
How Bagel AI works
Bagel AI connects to the tools you already run, from your call recorder and help desk to Jira and your coding agents.
What Bagel AI reads
GongSales calls
ZendeskSupport tickets
SalesforceAccounts and revenue
SlackChats and threadsProductboardExisting features, brought in onceJira Product DiscoveryIdeas and insights, brought in onceAha!Ideas and votes, brought in onceEnterpretSources reconnected, history brought inYour current toolFeedback history, brought in onceBagel AI
The product brain
Where decisions go
JiraScoped specs
LinearScoped specs
GitHubScoped specs
Claude Code, Cursor, CodexDecisions over Bagel MCPWe bring your Productboard features over once, as part of the migration. From then on, decisions go straight to Jira, Linear or GitHub with the evidence attached.
We bring your JPD ideas and insights over once, as part of the migration. From then on, decisions go straight to Jira, Linear or GitHub with the evidence attached.
We bring your Aha! ideas and votes over once, as part of the migration. From then on, decisions go straight to Jira, Linear or GitHub with the evidence attached.
We reconnect the sources you feed Enterpret and bring in their history, as part of the migration. From then on, decisions go straight to Jira, Linear or GitHub with the evidence attached.
We bring your feedback history over once, as part of the migration. From then on, decisions go straight to Jira, Linear or GitHub with the evidence attached.
Connects to the call recorder, help desk, CRM and chat you already run.
A dedicated model that learns your product, customers and taxonomy.
Decisions and evidence served to Claude Code, Cursor, Codex and any tool that speaks MCP.
Native apps where you workBagel AI inside Salesforce, Zendesk, Jira, Linear and Slack.
Migration on us
Watch your Productboard data move over
Our team runs the move and reconnects your sources. You keep Productboard running until Bagel AI proves itself on your data.
ProductboardToday- InsightAdmins want bulk export
- InsightExport to CSV for finance
- FeatureBulk export
- NoteSales call: export is a blocker
Bagel AIAfter the moveBulk export for admins
What comes over
- Features
- Insights
- Notes
- Company links
What stays where it is
- Your roadmap, until the evaluation ends
Migration on us
Watch your JPD data move over
Our team runs the move and reconnects your sources. You keep Jira Product Discovery running until Bagel AI proves itself on your data.
Jira Product DiscoveryToday- IdeaSSO for admin roles
- InsightLinked from a support ticket
- InsightLinked from a Slack thread
- IdeaAudit log export
Bagel AIAfter the moveSSO for admin roles
What comes over
- Ideas
- Insights
- The links between them
What stays where it is
- Jira, for delivery
Migration on us
Watch your Aha! data move over
Our team runs the move and reconnects your sources. You keep Aha! running until Bagel AI proves itself on your data.
Aha!Today- IdeaDark mode for reports
- Votes34 votes on the portal
- IdeaSlack alerts for owners
- CallImported one at a time
Bagel AIAfter the moveDark mode for reports
What comes over
- Ideas
- Votes
- The feedback behind each idea
What stays where it is
- Your Jira, Linear or GitHub setup
Migration on us
Watch your Enterpret feedback move over
Our team runs the move and reconnects your sources. You keep Enterpret running until Bagel AI proves itself on your data.
EnterpretToday- ThemeOnboarding friction
- TicketCan’t invite teammates
- CallTrial stalled at setup
- AccountWeighted by ARR
Bagel AIAfter the moveGuided teammate invites
What comes over
- Your connected sources
- Their history
- Account and deal links
What stays where it is
- Enterpret, until the evaluation ends
Migration on us
Watch your feedback move over
Our team runs the move and reconnects your sources. You keep your current tool running until Bagel AI proves itself on your data.
Your current toolToday- RequestBulk export
- TicketExport keeps failing
- CallExport came up twice
- ThreadAsked again in Slack
Bagel AIAfter the moveBulk export for admins
What comes over
- Feedback history
- Requests
- Account links
What stays where it is
- Your delivery tools
For Productboard teams
Bagel AI vs Productboard
Productboard holds the roadmap well. These are the gaps product leaders describe on calls with us.
ProductboardBagel AIFor JPD teams
Bagel AI vs Jira Product Discovery
JPD keeps ideas close to delivery in Jira. The gaps product leaders describe come earlier, when feedback has to get in and get sorted.
JPDBagel AIFor Aha! teams
Bagel AI vs Aha!
Aha! covers roadmaps and ideas portals in one suite. The differences show up in what it costs and in what happens after launch.
Aha!Bagel AIFor Enterpret teams
Bagel AI vs Enterpret
Enterpret calls itself a customer context layer for AI-native teams. Bagel AI is a product brain built on a model dedicated to you. Your agents get validated decisions at 95%+ accuracy, in 12X fewer tokens.
EnterpretBagel AIFor teams on other tools
Bagel AI vs your current tool
Most feedback tools collect requests well. The trouble starts when thousands of them need sorting and ranking.
Your toolBagel AIWhat’s on us
Migration and setup are on us
You get 30 days to evaluate Bagel AI on your own data, with unlimited AI credits. Then your first 12-month contract is 30% off.
Unlimited AI credits for 30 days, then 30% off. Offer ends Dec 31.
Book a 30-minute demoHow the switch works
Move over in four steps
Our team does the migration and the setup, and the evaluation runs on your own data.
- 1
Book a 30-minute demo
Show us what you run today and where feedback comes from. We’ll scope the move with you.
- 2
We move you over
On usOur team brings your Productboard features and insights into Bagel AI and connects your call recorder, help desk, CRM and chat.
- 3
Evaluate for 30 days
Unlimited AI creditsBagel AI runs on your own data next to Productboard, with onboarding, training, setup and tech support included.
- 4
Sign at 30% off, or walk away
Ends Dec 31If Bagel AI earns its place, sign your first 12-month contract at 30% off by December 31, 2026.
What product leaders say about Bagel AI
Some of our customers replaced Productboard with Bagel AI, and others run the two side by side.
Every SaaS company hits a point where feedback piles up but decisions stall. Bagel AI turns that mess into clear, revenue-focused priorities.
Completes the long-time missing part between revenue, product and the customer. It is a product market fit pulse on autopilot
Bagel AI is unmatched in the industry! The bespoke model built for HoneyBook helped us prioritize the most impactful features cutting through the noise of our large user base. Highly recommended!
Bagel AI helps us uncover blind spots bringing evidence from different channels (sales calls, support teams etc.) making our product decisions sharper and more aligned with growth.
Security and privacy
Enterprise-grade Product Brain
Bagel AI meets the highest data standards, so your whole organization can work from it while data access stays secure and internal.
Visit our Trust Center
AI Transparency
Complete visibility into how your data is handled and used across Bagel AI.
Enterprise-grade security
SOC 2 Type II certified, with SSO, role-based access and full audit logs.
Minimal PII by design
Less exposure to personally identifiable information, with the context kept intact.
A model of your own
Bagel AI runs a dedicated model for each customer, and your data never trains anyone else’s.
Questions about the switch offer
Teams moving to Bagel AI from another product or feedback tool, such as Productboard, Jira Product Discovery, Aha!, Enterpret, Canny or UserVoice. It’s for new customers who sign their first 12-month contract by December 31, 2026.
Your features and the insights linked to them, plus notes and company links. We also connect your call recorder, help desk, CRM and chat, so new feedback keeps coming in. We map out the full list with you on the first call.
No. The 30-day evaluation runs on your own data next to the tool you use today. You switch over once you’ve seen Bagel AI rank your requests.
Yes. The evaluation runs next to your current tool, so you can compare the two well before your renewal date.
Yes. Bagel AI writes scoped specs with acceptance criteria and the evidence attached into Jira, Linear or GitHub. If you’re leaving Jira Product Discovery, delivery stays in Jira.
You decide. Sign your first 12-month contract at 30% off by December 31, 2026, or walk away.
No. The discount covers your first 12-month contract. Every plan comes with unlimited seats, so your price doesn’t grow as more people use Bagel AI.
Not much. We do the migration and the setup, and your team joins the onboarding and training sessions. A model trained on your data builds the taxonomy, so there’s nothing to tag by hand.
Yes. Bagel AI runs a dedicated model for each customer, and your data never trains anyone else’s model. It’s SOC 2 Type II certified and GDPR ready, with SSO, role-based access, full audit logs and PII reduction by design.
Lock in 30% off before December 31
Book a 30-minute demo, and we’ll scope the move with you on the call. You’ll also see Bagel AI rank requests like yours by your KPI.
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Switch offer terms. For new Bagel AI customers moving from another product or feedback tool. Sign your first 12-month contract by December 31, 2026, to get 30% off that contract. Migration, onboarding, training, environment setup and tech support come at no cost, and the 30-day evaluation includes unlimited AI credits.
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