n8n
n8n 3.0 is out, shipped the same morning as 2.46 after weeks of migration-report groundwork.
A side-by-side editorial comparison of Emma and Gumloop — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Emma | Gumloop |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 0.0 | 7.5 |
| Sparks · 30d | 0 | 1 |
| Top themes | email-marketing, multi-account, enterprise, subaccounts | ai agents, artifacts, agent evaluations, workflow automation |
| Last editorial update | 1mo ago | 2d ago |
| Website | Visit → | — |
Emma is systematically rebuilding its multi-subaccount layer with folders, subscription centers, and conditional contact fields.
Emma is in a multi-release push to make subaccount management substantially less painful for enterprise and franchise operators. The recent feature set — campaign folders, per-subaccount style guides, internal sending accounts, cross-subaccount contact history, and a central subscription center — all address the same underlying problem: organizations running many sender identities on one platform have historically needed workarounds to keep campaigns, branding, and contact data cleanly separated.
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.
Emma is in a multi-release push to make subaccount management substantially less painful for enterprise and franchise operators. The recent feature set — campaign folders, per-subaccount style guides, internal sending accounts, cross-subaccount contact history, and a central subscription center — all address the same underlying problem: organizations running many sender identities on one platform have historically needed workarounds to keep campaigns, branding, and contact data cleanly separated.
The product is evolving from a standard email tool into a structured multi-brand command center. The conditional contact fields addition hints at a data model expansion that would support more sophisticated segmentation logic as organizations grow their subaccount footprint.
The logical next step is cross-subaccount reporting and approval workflows — once organizations have separated their brands cleanly, they need visibility across all of them without logging into each one separately.
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.
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.
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.
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 Emma or Gumloop.
n8n 3.0 is out, shipped the same morning as 2.46 after weeks of migration-report groundwork.
Activepieces backports October's Node.js security update to five release lines.
Buttondown closes an API send loophole and blocks confirmation-email floods in its daily fixes.
Formidable Forms 7.0.1 makes the builder preview reflect more Pro settings as they change.
Pimcore 2026.3.3.1 tightens the Twig sandbox again, two days after 2026.3.3.
SendPortal resurfaces with a v4 patch release, its first tag since 2020.
See all Emma alternatives → · See all Gumloop alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
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.
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.
Top Emma alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Emma alternatives" section above for the current picks, or visit /alternatives/emma for the full list with editorial commentary on each.
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.