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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 | 1 |
| Top themes | product-management, ai-assistant, mcp, app-builder | work management, scripting, automation, mcp |
| 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 adds a scheduled JavaScript runtime with secrets and run history.
SmartSuite is a no-code work management platform that is adding developer and agent surfaces. Script Engine, a new admin page, lets workspaces write, schedule and monitor JavaScript with memory and timeout limits, secrets by reference and per-run history. It builds on Managed Secrets, released two weeks earlier, and the hosted MCP server from early October.
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 adds a scheduled JavaScript runtime with secrets and run history.
◆ Current state
SmartSuite is a no-code work management platform that is adding developer and agent surfaces. Script Engine, a new admin page, lets workspaces write, schedule and monitor JavaScript with memory and timeout limits, secrets by reference and per-run history. It builds on Managed Secrets, released two weeks earlier, and the hosted MCP server from early October.
◆ Where it's heading
SmartSuite is becoming programmable on three fronts: a hosted MCP server for agents, managed secrets, and now a scheduled code runtime. Together they let teams run integrations inside the platform instead of in Zapier or external cron jobs. Mobile dashboard parity and admin recovery tools continue alongside.
◆ Prediction
Expect scripts to gain record-event triggers beyond schedules, and links between Script Engine and the automation builder.
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.
NocoBase
NocoBase's Runner Agent gets conversation management, task links and agent switching mid-thread.
Camunda
Camunda opens the 8.11 cycle with job-worker fixes and variable metadata across gRPC, REST and MCP.
Todoist
Todoist's 2026 bets are on capture: voice via Ramble, photos and files via Task Capture.
Atarim
Atarim's AI experts now propose changes to live pages as drafts, and the app runs on phones.
Fibery
Fibery's MCP server can now upload local files, so AI assistants can attach screenshots and images.
See all Aha! alternatives → · See all SmartSuite alternatives →
Recent activity from Aha! and SmartSuite
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 6d agoSmartSuiteSmartSuite Script Engine ⚡
- 13d agoSmartSuiteFilter Widget: Multiple Operators in Dynamic Filters
- 13d agoSmartSuiteRecycle Bin: Restore Team
- 21d agoSmartSuiteManaged Secrets
- 21d agoSmartSuiteMobile: Data Schema Widget
- 27d agoSmartSuiteMobile: Pivot Table Widgets on Dashboards
- 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
- 2mo agoAha!Aha! Builder vs. Replit: How to choose the best AI app builder
- 2mo agoAha!Our Customer Success team built these apps in one day with Aha! Builder
- 2mo 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 1. 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 1. 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.