Rank initiatives, manage backlogs, and sync roadmaps in an AI-powered tool built with AI to fit your product team's unique workflow.




Customize your feature prioritization tracker with the exact scoring models and views your team needs. Add features as roadmaps evolve—no code.






Connect feature requests, user feedback, and planning spreadsheets with real-time sync—or manage everything in Softr Databases. Create one source of truth for your roadmap.
Give each product manager and stakeholder the right access. Set up secure logins and granular permissions—no IT support or dev work needed.
Give stakeholders and developers tailored dashboards, so each role sees just the roadmap data and documentation they need.
Give stakeholders and developers tailored dashboards, so each role sees just the roadmap data and documentation they need.
Streamline planning with Softr Workflows. Trigger native notifications when a feature is approved or when a priority score changes.
Access and update your feature prioritization tracker on the go. All apps are mobile-ready out of the box for quick updates.
Use Google, email, or SSO logins to give your product team fast, secure access—no IT tickets or complex setups needed.
Keep product strategy data safe with SOC2 and GDPR compliance, plus fine-tuned access control at every level of your tracker.
No more one-size-fits-all tools or costly custom builds. Softr is easy to use and fully customizable, so you can launch faster, adapt as you grow, and skip the complexity of traditional software.

Build your feature prioritization tracker in minutes with AI—no manual setup or complex configuration needed.

Add features like RICE scoring, stakeholder approvals, or visual roadmaps as your product processes evolve.

Start with a tracker, then add roadmap dashboards, feedback forms, or internal docs—all in one place.
Co-build with AI
Simply describe what you need. Let Softr handle everything - Interface, database, workflows.
Iterate with AI or visually
Control most critical parts of your app yourself - roles, permissions, security.
Ship the same day
Invite team members or external clients and partners right away. No developer handover.
Use drag-and-drop blocks to build a portal that looks sleek and modern out of the box. Add only the features you need, and iterate as your workflows evolve.




A feature prioritization tracker is a centralized hub where product managers and engineering teams can organize, evaluate, and rank potential product enhancements. It houses all feature requests, feedback, and development goals in one place, eliminating the need for scattered spreadsheets or messy email threads. This ensures your roadmap is driven by data-backed decisions rather than guesswork, providing a transparent view for stakeholders.
Softr is the first AI-native platform for building business software, making it the ideal choice for creating a feature prioritization tracker tailored to your product management lifecycle. You can describe your specific scoring criteria or roadmap goals to the AI Co-Builder to instantly generate your database, backlog pages, and scoring logic—fully connected and secure.
You don't need to write a single line of code. You can start by generating the tracker with AI, using a pre-built project management template, or building from scratch. Everything runs on Softr Databases, or you can sync with existing product data in Airtable, Google Sheets, or Jira. You have full control to adjust the layout, set user permissions for different dev teams, and brand the tracker to match your company’s internal tools.
You can include a wide range of features in your tracker to streamline your product planning. A high-performing feature prioritization tracker usually combines standard data views with AI-powered analysis:
- AI-Powered Intelligence – Use Ask AI to let your team query the backlog via chat, or set up Database AI Agents to automatically summarize customer feedback or tag features based on strategic value.
- Vibe Coding Blocks – Build custom UI elements—like a custom priority scoring calculator—using the AI Code block to "vibe code" the exact logic your team uses.
- Softr Workflows – Build native automations (like sending a Slack notification when a feature is moved to 'High Priority') that trigger whenever a status or score is updated.
- User Portals & Logins – Ensure product managers can edit scores while developers have read-only views of the prioritized roadmap.
- Forms & Data Collection – Capture new feature ideas directly from customers or sales teams with custom forms and file uploads.
- Dashboards & Charts – Visualize your roadmap distribution and ROI metrics with real-time charts and summary stats.
- Lists & Advanced Filtering – Manage your backlog with searchable tables, Kanban boards for different sprint stages, and detailed views for each feature requirement.
Everything is built using drag-and-drop blocks. If your product strategy changes, it's easy to update the logic or layout instantly.
Vibe coding allows you to move at the speed of product thought by using AI to build exactly the tracking tool you need. You can "vibe code" a feature prioritization tracker in Softr by simply describing your scoring system—like RICE or ICE frameworks—to the AI Co-Builder. Softr then generates a production-ready tracker on top of a stable foundation.
Unlike other tools that generate raw code that breaks easily, Softr handles the heavy lifting—like user authentication, permission levels for stakeholders, and database security—natively. This means you get the speed of AI generation without the technical debt. You describe the workflow, Softr builds it, and your product team can start ranking features immediately.
Yes. You can manage multiple product lines or cross-functional teams within a single tracker. Each team member only sees the features and backlogs assigned to their specific product area, based on their login and role. This is perfect for larger organizations where different departments need to prioritize their own initiatives while maintaining a unified platform.
Yes, you can. You don't need an existing backlog to start building with Softr. If you're starting from scratch, you can use Softr Databases, which is built into the platform and handles relational data like linking 'Users' to 'Feature Requests' perfectly.
However, if your feature list is currently in Airtable, Google Sheets, HubSpot, or SQL, you can easily connect those as well. You can even use the REST API to pull in tickets from tools like Jira. You have total control over how your feature data is structured and presented to your team.
Softr Databases is the recommended native data source for your tracker. It is built specifically for business applications, offering high performance, instant automation triggers, and a fast user experience since the data is native to your tracker.
If you have your development backlog elsewhere, Softr connects to 17+ external sources including Airtable, Google Sheets, HubSpot, and BigQuery. You can even combine sources—for example, pulling customer demand data from HubSpot and feature specs from Softr Databases into a single view. Professional sources support two-way sync, so updates in Softr reflect in your data source automatically.
Yes, Softr gives you granular control over how your team interacts with the feature prioritization tracker. You can customize the layout and navigation to match your internal product management workflow. Every page or block can be shown or hidden based on user roles, ensuring developers see technical specs while executives only see high-level priority summaries.
You can set up roles such as Product Manager, Reviewer, or Stakeholder, and define exactly what they can edit. For example, only PMs might have permission to change a 'Priority Score,' while stakeholders can only submit feedback. This customization keeps your roadmap secure and prevents unauthorized changes to your strategic data.
Yes, you can fully white-label your feature prioritization tracker. You can use your own company logo, brand colors, and a custom domain to make it look like an internal corporate tool. You can also remove all Softr branding, providing a professional and seamless experience for your product team and stakeholders.
Yes, you can. Softr provides immense flexibility to control the visual design of your tracker. You can adjust the fonts, spacing, and page structure to fit your team's aesthetic. You can choose how the backlog is displayed—choosing between different block types based on the task at hand:
- Table blocks – for comparing feature scores, RICE values, and effort levels.
- List or Card blocks – to give a visual overview of feature concepts and designs.
- Detail View – to dive deep into a single feature's requirements and user stories.
- Forms – for team members to submit new ideas or score features.
- Charts – to show the balance between 'Reach' and 'Effort' visually.
- Calendar blocks – to track anticipated release dates and milestones.
If your prioritization process changes, you can quickly edit the app in the visual builder.
Softr is built with enterprise-grade security. All feature data is encrypted in transit and at rest, hosted on reliable infrastructure. You have full control over data access through role-based permissions and visibility rules, ensuring sensitive roadmap plans remain confidential.
For trackers using Softr Databases, data is stored in a secure environment in Germany with SOC 2 Type II compliance. For external connections to tools like SQL or Airtable, Softr acts as a secure interface and doesn't store your raw data—it simply displays it in real-time based on your permission settings. Your strategic product information is always under your control.
It is fully production-ready. Unlike many AI tools that generate 'throwaway' code, Softr builds your feature prioritization tracker on a stable, professional foundation.
We handle the critical components like secure login, data syncing, and granular permissions natively. This solves the reliability issues common with AI-generated apps; you get a functional, scalable tool that your whole product department can start using for real decision-making from day one.
Softr is unique as an AI-native platform. While traditional tools require you to manually build every table and button, Softr’s AI Co-Builder generates your tracker’s database and logic in minutes.
It offers a hybrid advantage: the speed of AI generation combined with the reliability of a business-grade interface. Unlike rigid project management software, Softr is fully customizable, allowing you to build the exact prioritization logic your team uses without the overhead of maintaining custom code or being locked into a predefined workflow.
Yes. Softr supports powerful native workflows and integrations to connect your feature prioritization tracker to your tech stack. You can automate tasks using Softr Workflows, or sync data with tools like Slack, Jira, and Intercom. Softr also supports webhooks and a REST API for advanced integration needs.
Whether you want to automatically move a feature to Jira when it hits a certain priority score or notify the team of a new top-voted request, you can build these automations without writing any code.
Describe what you need. Softr's AI builds your custom tracker in minutes without code.