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Comparison · Mkt Auto
Gumloop vs Iterable
A side-by-side editorial comparison of Gumloop and Iterable — release velocity, themes, recent moves, and the top alternatives to consider.
Gumloop vs Iterable: at a glance
| Feature | Gumloop | Iterable |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 7.5 | 0.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai agents, artifacts, agent evaluations, workflow automation | agentic-marketing, mcp, personalization, compliance |
| Last editorial update | 2d ago | 2mo ago |
| Website | — | Visit → |
What is Gumloop?
Gumloop 13.1 lets live artifacts drive agents through the SDK and opens outputs in Office.
Gumloop ships a numbered release every few days. In October it gave agents a real browser (12.0), agent-owned secrets, team sharing and embeddable AI artifacts, then 13.0 rebuilt the agent harness for longer work and added organization-wide evaluations. 13.1 lets scripts in live artifacts message, create and list agents, artifacts, skills and teams through the Gumloop SDK, opens agent-made files in Google Workspace or Microsoft Office, and lets agents on a call run long tasks in the background while they keep talking.
What is Iterable?
Iterable's AI stops recommending and starts running the campaign.
The dated window is a spring release bundle: an MCP server that lets Cursor or Claude write content straight into Iterable, SQL-free analytics, smart segmentation, journey-level event detail and a set of AI governance controls. The undated rows extend the same bundle with a Nova agent that executes personalization at send time, a Command Center for portfolio-level goals and alerts, activation of unidentified visitors, and an SMS compliance toolkit.
Gumloop vs Iterable: editorial side-by-side
Gumloop
7.5MKT AUTO
Gumloop 13.1 lets live artifacts drive agents through the SDK and opens outputs in Office.
◆ Current state
Gumloop ships a numbered release every few days. In October it gave agents a real browser (12.0), agent-owned secrets, team sharing and embeddable AI artifacts, then 13.0 rebuilt the agent harness for longer work and added organization-wide evaluations. 13.1 lets scripts in live artifacts message, create and list agents, artifacts, skills and teams through the Gumloop SDK, opens agent-made files in Google Workspace or Microsoft Office, and lets agents on a call run long tasks in the background while they keep talking.
◆ Where it's heading
The product is moving from building agents to operating them at org scale, and artifacts are turning into small apps that can control agents themselves. Model access is also being made easier to manage, with families, deprecation dates and fallback visibility.
◆ Prediction
Expect more of the SDK exposed to artifacts and further evaluation and Insights controls at the usual weekly pace; the entries don't show pricing changes.
Iterable
0.0MKT AUTO
Iterable's AI stops recommending and starts running the campaign.
◆ Current state
The dated window is a spring release bundle: an MCP server that lets Cursor or Claude write content straight into Iterable, SQL-free analytics, smart segmentation, journey-level event detail and a set of AI governance controls. The undated rows extend the same bundle with a Nova agent that executes personalization at send time, a Command Center for portfolio-level goals and alerts, activation of unidentified visitors, and an SMS compliance toolkit.
◆ Where it's heading
Two ends of the workflow are opening at once. External AI tools can now author into Iterable, and an internal agent can execute what would previously have been manual personalization — the marketer's job moves toward setting rules and watching a dashboard. The governance releases shipped alongside are not incidental: they are what makes unattended sending sellable to a compliance team.
◆ Prediction
Expect the agent surface to widen from personalization into journey and send-time decisions, with the governance controls extended to cover what the agent does rather than only what the platform sends.
Alternatives to Gumloop and Iterable
Other Mkt Auto 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 Gumloop or Iterable.
Activepieces
Activepieces backports October's Node.js security update to five release lines.
Buttondown
Buttondown closes an API send loophole and blocks confirmation-email floods in its daily fixes.
Formidable Forms
Formidable Forms 7.0.1 makes the builder preview reflect more Pro settings as they change.
Pimcore
Pimcore 2026.3.3.1 tightens the Twig sandbox again, two days after 2026.3.3.
SendPortal
SendPortal resurfaces with a v4 patch release, its first tag since 2020.
See all Gumloop alternatives → · See all Iterable alternatives →
Recent activity from Gumloop and Iterable
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoGumloopGumloop 13.1: artifacts drive agents via SDK, open in Office
- 6d agoGumloopGumloop 13.0: revamped agent harness and org-wide evaluations ⚡
- 10d agoGumloopGumloop 12.5: artifacts call AI models and embed on any site
- 14d agoGumloopGumloop 12.4: agent-built MCPs, multi-account apps, team sharing
- 16d agoGumloopGemini 4 Argon and Muse Wonder
- 20d agoGumloopAgent-Owned Secrets
- 6mo agoIterableDetailed Journey Events for path optimization
- 6mo agoIterableMeet Iterable Nova: The New AI Agent to Power Moments-Based Marketing
- 6mo agoIterableAI Insights for Frequency Optimization: Deeper Insights, Measurable Impact
- 6mo agoIterableAnalytics insights without writing SQL
- 6mo agoIterableIterable's vision for the year ahead
- 6mo agoIterableMCP Server: Cursor and Claude write directly into Iterable ⚡
Frequently asked questions
What is the difference between Gumloop and Iterable?
They serve adjacent needs but don't currently overlap on shipped themes. Gumloop is currently shipping more aggressively (velocity 7.5 vs 0.0), with 1 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 Gumloop better than Iterable?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Gumloop is currently shipping more aggressively (velocity 7.5 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Mkt Auto products to evaluate alongside.
What are the best alternatives to Gumloop?
Top Gumloop alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Gumloop alternatives" section above for the current picks, or visit /alternatives/gumloop for the full list with editorial commentary on each.
What are the best alternatives to Iterable?
Top Iterable alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Iterable alternatives" section above for the current picks, or visit /alternatives/iterable for the full list with editorial commentary on each.