Productboard vs Aha! vs Jira Product Discovery in 2026

Short answer. Pick Jira Product Discovery if delivery already runs in Jira: it has the cheapest paid plan ($10 per creator per month) and free contributors. Pick Productboard if you want AI that turns feedback into themes and specs, in a tool that pushes to Jira, GitHub Issues or Azure DevOps. Pick Aha! for strategy, ideas and roadmaps under one vendor, at the highest seat price. Modem (our product) isn't a roadmap tool; it files Jira or Linear issues these tools link to.

All three answer the same problem: one place that holds what's requested, what's planned, and why. They start from different assumptions about who pays for a seat, how AI is billed, and whether you already live in Jira. Prices below come from each vendor's pricing page as of the date shown; check the linked page before you buy, since all three change their plans often.

Side by side

Productboard

Productboard centralizes feedback into a searchable set of notes, then uses Spark, its AI agent, to group feedback into themes, rank opportunities, draft specs and, once a feature ships, compare results with the spec's goals (Productboard says that review is rolling out progressively). Spark connects to Zendesk, Gong and Intercom directly; Slack and Microsoft Teams messages are sent in by a person. Every plan bills per maker and includes a pool of AI credits: 50 a month on Free, 250 per maker on Plus and 500 per maker on Business, and AI features stop when the pool runs out until it resets or you buy more.

The free plan is a usable product on its own: 500 feedback notes, 25 contributors and unlimited roadmaps. Productboard pushes features natively to Jira (with status syncing back), GitHub Issues and Azure DevOps, and Spark's Linear connector can create Linear issues. Its own MCP server, in beta, lets Claude Code and Cursor read and edit specs.

Strengths:

• The free plan works for small teams, not just as a time-boxed trial
• Native delivery integrations beyond Jira: GitHub Issues and Azure DevOps
• A 14-day Business trial includes AI credits (500 per maker, per Spark's billing FAQ), so you can test Spark's output before buying

Limits:

• AI is credit-metered on every plan, so heavy Spark use pushes you toward a bigger plan or top-ups
• Business has a 2-maker minimum and Enterprise a 5-maker minimum
• Linear is reached only through a Spark connector, not a native sync
• No Discord integration found

Best for: teams that want the roadmap tool and AI feedback synthesis in the same product, and are fine metering AI separately from seats.

Aha! Roadmaps and Ideas

Aha! Roadmaps is the core of a suite that also sells Discovery, Ideas Advanced, Whiteboards, Knowledge, Teamwork, Develop and Builder. Every Roadmaps plan includes the Essentials tier of Ideas, Whiteboards and Knowledge, so you get an ideas portal with voting from the start, and portal users are free. The AI assistant and AI search are on every plan; similar-idea detection and AI idea analysis need an Advanced plan, and AI use draws on per-user monthly credits.

On Premium you pay for every user. Enterprise makes reviewers and viewers free, so only workspace owners and contributors need a paid seat, which matters if many stakeholders only need to see the roadmap. Enterprise+ adds workflow automation and capacity planning at $149 per user per month, billed annually only.

Strengths:

• Enterprise makes reviewers and viewers free, so visibility doesn't require buying every seat
• A 30-day trial runs the full Enterprise feature set, including integrations, with no credit card
• Strategy, roadmaps, ideas portals and whiteboards sit under one login
• Two-way Jira integration, plus Azure DevOps

Limits:

• Roadmaps Premium is $59 per user per month billed annually, the highest entry price of the three, and Aha! says its prices rise about 3% a year
• Add-ons like Discovery, Ideas Advanced and Builder are priced separately, so the suite isn't one number
• No native Linear integration; it's an open request on Aha!'s own ideas portal
• The Slack integration is two one-way connections, not a two-way sync

Best for: larger product orgs that want strategy and roadmapping unified under one vendor and can absorb per-seat pricing at scale.

Jira Product Discovery

Jira Product Discovery is Atlassian's tool for idea intake, prioritization and roadmaps that link directly to Jira delivery work. It's licensed as its own product, not as part of a Jira Software plan. "Creators" (the people who manage projects, ideas, fields and views) are billed; "contributors" can comment, vote and add insights for free with an Atlassian account.

Intake isn't only typing ideas by hand. With Jira Cloud for Slack installed, a Slack message can become an insight or a new idea; a Chrome extension adds highlighted text from any page; and insights can link to Zendesk tickets, JSM requests and Salesforce records. A person still triggers each of those. Atlassian's Feedback app, which gathers feedback from support tools, calls and Slack, is in Early Access, and JPD Premium is the minimum to join. On AI, Atlassian documents brainstorming, summarizing and rewriting inside ideas and insights on Premium, Rovo Chat inside JPD, and an insights API that Rovo Dev, Claude or another MCP client can use to create and read insights.

Strengths:

• Free for up to 3 creators, with no cap on free contributors, which makes broad idea intake cheap in an Atlassian org
• Standard at $10 per creator per month is the cheapest paid entry of the three
• No sync layer to build or maintain, since ideas link straight to Jira work items

Limits:

• AI features are documented for Premium ($25 per creator per month); Atlassian's docs don't say whether Standard now has them
• The value case depends on the org already living in Jira; standalone use is unusual
• Capture on generally available features is still mostly person-triggered; the Feedback app is Early Access only
• No new vendor, but a separate bill once you pass 3 creators

Best for: Jira shops that want idea intake and roadmapping without adding a second vendor.

Head to head

Productboard vs Aha!

The deciding difference is how each prices AI against seats. Productboard bills per maker and meters Spark with pooled credits, so cost scales with how much AI you use. Aha!'s Premium seat costs roughly three times Productboard's Plus seat ($59 against $19, both billed annually) and draws AI from per-user credits, but it also buys an ideas portal, whiteboards and a broader strategy suite.

Aha! vs Jira Product Discovery

The gap is cost at small scale and breadth at large scale. JPD starts at $10 per creator per month and gives free contributor access to anyone with an Atlassian account. Aha! Premium is $59 per user per month billed annually. Teams inside Jira that mainly need idea intake and a roadmap view save money on JPD. Teams that need strategy documents, capacity planning or an ideas portal with proxy voting land on Aha!'s higher price.

Productboard vs Jira Product Discovery

The question is whether the roadmap tool should live outside your issue tracker or inside it. Productboard pushes natively to Jira, GitHub Issues and Azure DevOps (and Linear through Spark), which matters when engineering splits work across systems. JPD only makes sense once an org has committed to Jira as the system of record; it doesn't push anywhere else because it's already there, and there's no separate sync layer to maintain.

Where Modem fits

Modem (our product) isn't a fourth option here and has no Productboard, Aha! or Jira Product Discovery integration. It reads Slack, Discord, support tools and calls, groups what customers say into topics with the companies and quotes behind them, and, when a teammate asks, files a Jira or Linear issue that Productboard, Aha! or JPD can link to. We built it upstream of the roadmap because gathering feedback from a dozen channels is the part most teams still do by hand. For tools that replace Productboard outright, see the best Productboard alternatives.

Which one by use case

Leaving one of these instead? See Jira Product Discovery alternatives and Aha! Ideas alternatives.

FAQ

Which is cheapest: Productboard, Aha! or Jira Product Discovery?

Jira Product Discovery: free for up to 3 creators, then $10 per creator per month on Standard, with contributors free (checked 2026-10-12). Productboard has a free plan and Plus at $19 per maker per month billed annually. Aha! Roadmaps Premium is $59 per user per month billed annually, the highest of the three.

Which of the three has the best built-in AI?

Productboard's Spark goes furthest into the PM workflow: it synthesizes feedback into themes, drafts specs and reviews launch impact, metered by credits. Aha!'s AI assistant drafts and searches on every plan, with similar-idea detection and idea analysis on Advanced plans. Jira Product Discovery has AI brainstorming, summarizing and rewriting on Premium, plus Rovo Chat, and Atlassian's Feedback app adds AI analysis of incoming feedback for Early Access customers.

Is Jira Product Discovery included with Jira?

No. It's a separate product with its own plans: free for up to 3 creators, then $10 (Standard) or $25 (Premium) per creator per month. Contributors, who can comment, vote and add insights, are free on every plan.

Do Productboard, Aha! or Jira Product Discovery integrate with Linear?

Not natively. Productboard reaches Linear through a Spark MCP connector that can create issues. Aha! has no native Linear integration; its AI assistant's MCP connectors can reach Linear. We found no Linear integration for Jira Product Discovery. Teams on Linear often compare Jira Product Discovery with Linear directly.

Can I use Modem with Productboard, Aha! or Jira Product Discovery?

Yes, through your tracker rather than a direct integration. Modem files a Jira or Linear issue with the customer evidence when a teammate asks, and the roadmap tool links to that issue the way it links to any other. Modem doesn't build roadmaps, OKRs or stakeholder views, so it doesn't replace any of the three.