Best AI tools to prioritize a product roadmap

Short answer

Linear ranks #1 for prioritize a product roadmap (score 8.5/10). Pricing: Basic $10/user/mo; free tier: yes. Runners-up: Productboard, Aha!.

Top 5, ranked by our published rubric. Sponsorship never affects the order. Last updated 2026-10-13.

Compare the top 5 side by side

#	Tool	Score	Pricing	Paid from	Free tier	What it is
1	Linear	8.5	Free tier	Basic $10/user/mo	yes	Issue tracking
2	Productboard	8.2	Custom	Custom pricing (demo/contact sales)	Unverified	Product management platform
3	Aha!	7.9	From $20	From $20/user as listed (billed annually)	Unverified	Product roadmapping
4	Jira	7.8	Free tier	Standard $7.91/user/mo	yes	Project and issue tracking
5	Notion	7.0	Free tier	Plus $10/member/mo	yes	Workspace with Notion AI

Rank 1

Linear

Free tierVisit Linear (opens in a new tab)

Issue tracking

Score 8.5/10Paid from: Basic $10/user/moFree tier: yesLast verified 2026-10-13

Why ranked: Linear: Issue tracking. We placed it 3rd of 5 on fit for this task. Free tier; paid from Basic $10/user/mo.

Fit 7.0 · value 10.0 · breadth 10 · availability 10 (how we score) · pricing source · site live

Rank 2

Productboard

CustomVisit Productboard (opens in a new tab)

Product management platform

Score 8.2/10Paid from: Custom pricing (demo/contact sales)Free tier: UnverifiedLast verified 2026-10-13

Why ranked: Its own site says: “Productboard is the only comprehensive agentic product management system built for product makers.” We placed it 1st of 5 on fit for this task. No public price (sales-led).

Fit 10.0 · value 5.0 · breadth 6 · availability 10 (how we score) · pricing source · site live

Rank 3

Aha!

From $20Visit Aha! (opens in a new tab)

Product roadmapping

Score 7.9/10Paid from: From $20/user as listed (billed annually)Free tier: UnverifiedLast verified 2026-10-13

Why ranked: Its own site says: “Aha! is the world's #1 product management software.” We placed it 2nd of 5 on fit for this task. No free plan confirmed; paid from From $20/user as listed (billed annually).

Fit 8.5 · value 6.9 · breadth 6 · availability 10 (how we score) · pricing source · site live

SPONSORED Your tool here: paid placement is shown here, separate from the ranking, and never changes the order. Advertise

Rank 4

Jira

Free tierVisit Jira (opens in a new tab)

Project and issue tracking

Score 7.8/10Paid from: Standard $7.91/user/moFree tier: yesLast verified 2026-10-13

Why ranked: Its own site says: “Jira brings teams together to reach the next level of productivity with AI agents that orchestrate, plan, and track projects at scale.” We placed it 4th of 5 on fit for this task. Free tier; paid from Standard $7.91/user/mo.

Fit 5.5 · value 10.0 · breadth 10 · availability 10 (how we score) · pricing source · site live

Rank 5

Notion

Free tierVisit Notion (opens in a new tab)

Workspace with Notion AI

Score 7.0/10Paid from: Plus $10/member/moFree tier: yesLast verified 2026-10-13

Why ranked: Its own site says: “Build Custom Agents, search across all your apps, and automate busywork.” We placed it 5th of 5 on fit for this task. Free tier; paid from Plus $10/member/mo.

Fit 4.0 · value 10.0 · breadth 10 · availability 10 (how we score) · pricing source · site live

FAQ

What is the best AI tool to prioritize a product roadmap?

By TaskRanking's published rubric, Linear ranks first, followed by Productboard and Aha!.

Is there a free AI tool to prioritize a product roadmap?

Yes: Linear has a free tier per its own pricing page (checked 2026-10-13).

How are these tools ranked?

Score = 50% fit, 25% value (from vendor pricing pages), 15% breadth, 10% availability. Sponsorship never affects rank.