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Comparison · PM
Aha! vs SmartSuite
A side-by-side editorial comparison of Aha! and SmartSuite — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:mcp
Aha! vs SmartSuite: at a glance
| Feature | Aha! | SmartSuite |
|---|---|---|
| Sector | PM | PM |
| Velocity score | 8.8 | 7.5 |
| Sparks · 30d | 0 | 0 |
| Top themes | product-management, ai-assistant, mcp, app-builder | mcp, governance, dashboards, no-code-platform |
| Last editorial update | 1mo ago | 3d ago |
| Website | Visit → | — |
What is Aha!?
Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
What is SmartSuite?
SmartSuite's dashboard filters learn to exclude, as admin undo reaches deleted teams.
SmartSuite ships weekly on three fronts: AI access (a hosted MCP server and a refreshed model picker), admin governance (Managed Secrets with an audit trail, and now deleted teams that go to the Recycle Bin with their members) and dashboard depth. The latest release gives dynamic filter widgets an Is / Is Not operator that viewers can switch on the dashboard.
Aha! vs SmartSuite: editorial side-by-side
Aha!
8.8PM
Aha! ships MCP connectors for Elle and opens Builder to 3,000+ integrations, deepening AI product workflows
◆ Current state
Aha! is actively extending its AI surface across two axes: Elle, the AI assistant, now connects to external tools via MCP (GitHub, Linear, Jira), and Aha! Builder apps can integrate with 3,000+ external services. Customer research capabilities are also being surfaced in Slack and Teams via AI-generated clips. The product is positioning itself as an AI-native product management platform, not just a traditional roadmapping tool.
◆ Where it's heading
Aha! is building toward an AI product management layer that talks to all the tools product teams already use — via both its own app builder and MCP connectors. Elle is accumulating integrations that let it act as an agent across the development toolchain, not just answer questions in isolation. Expect continued expansion of MCP-connected tools and the Builder's integration surface.
◆ Prediction
Elle will gain write permissions across MCP-connected tools (not just read), enabling direct issue creation and status updates from within Aha! — the natural next step after establishing read connections.
SmartSuite's dashboard filters learn to exclude, as admin undo reaches deleted teams.
◆ Current state
SmartSuite ships weekly on three fronts: AI access (a hosted MCP server and a refreshed model picker), admin governance (Managed Secrets with an audit trail, and now deleted teams that go to the Recycle Bin with their members) and dashboard depth. The latest release gives dynamic filter widgets an Is / Is Not operator that viewers can switch on the dashboard.
◆ Where it's heading
The product is turning into a governed backend that scripts and AI agents operate, with credential controls and recoverable access structures. Dashboard and mobile parity work runs alongside as steady catch-up, removing the need for duplicate widgets and making admin actions reversible.
◆ Prediction
Expect more audit and access controls around automated actors, such as scoping which scripts or connections can use a secret, and further dashboard filter and mobile widget releases.
Alternatives to Aha! and SmartSuite
Other PM products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Aha! or SmartSuite.
Camunda
Camunda's 8.10 patch line is fixing data-loss bugs; the rest of the feed is release plumbing.
NocoBase
NocoBase's beta drops Refine and gates realtime topics, bumping app-server to 3.0.
Float
Float is moving from who's-free scheduling toward staffing on experience and pricing on rate cards.
RentRedi
RentRedi opens tenant chats to teammates, part of a run of fixes for landlords with staff.
Hive
Hive makes its AI proofer a named approver and lets workflow buttons open prefilled Forms.
See all Aha! alternatives → · See all SmartSuite alternatives →
Recent activity from Aha! and SmartSuite
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoSmartSuiteFilter Widget: Multiple Operators in Dynamic Filters
- 4d agoSmartSuiteRecycle Bin: Restore Team
- 11d agoSmartSuiteManaged Secrets
- 11d agoSmartSuiteMobile: Data Schema Widget
- 18d agoSmartSuiteMobile: Pivot Table Widgets on Dashboards
- 18d agoSmartSuiteAI: Updated Supported Models
- 1mo agoAha!Connect AI applications created with Aha! Builder to 3,000+ tools ⚡
- 1mo agoAha!Product All-Stars: How product leaders are helping teams build with AI
- 1mo agoAha!Share customer research interview clips in Microsoft Teams and Slack
- 1mo agoAha!Aha! Builder vs. Replit: How to choose the best AI app builder
- 1mo agoAha!Our Customer Success team built these apps in one day with Aha! Builder
- 1mo agoAha!Introducing MCP connectors: Give Elle access to the tools you use ⚡
Frequently asked questions
What is the difference between Aha! and SmartSuite?
Both compete on the same themes — mcp — within PM. Aha! is currently shipping more aggressively (velocity 8.8 vs 7.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Aha! better than SmartSuite?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Aha! is currently shipping more aggressively (velocity 8.8 vs 7.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other PM products to evaluate alongside.
What are the best alternatives to Aha!?
Top Aha! alternatives in PM are ranked by recent ship velocity. Browse the "Aha! alternatives" section above for the current picks, or visit /alternatives/aha for the full list with editorial commentary on each.
What are the best alternatives to SmartSuite?
Top SmartSuite alternatives in PM are ranked by recent ship velocity. Browse the "SmartSuite alternatives" section above for the current picks, or visit /alternatives/smartsuite for the full list with editorial commentary on each.