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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 Gumloop and Zoho Social — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Gumloop | Zoho Social |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 7.5 | 3.8 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai agents, artifacts, agent evaluations, workflow automation | mcp, ai assistants, social media management, agentic tooling |
| Last editorial update | 2d ago | 2mo ago |
| Website | — | Visit → |
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.
Zoho Social opens its management surface to AI assistants via MCP.
Zoho Social's public feed is a marketing blog, not a changelog: most posts are anniversary notes and year-in-review recaps rather than shipped work. The two substantive posts in the visible window are Linkthread, a link-in-bio surface launched in March 2025, and an MCP server announced this week that lets an external AI assistant drive social media management. Between those, the feed goes quiet for months at a time.
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.
Zoho Social's public feed is a marketing blog, not a changelog: most posts are anniversary notes and year-in-review recaps rather than shipped work. The two substantive posts in the visible window are Linkthread, a link-in-bio surface launched in March 2025, and an MCP server announced this week that lets an external AI assistant drive social media management. Between those, the feed goes quiet for months at a time.
The direction visible here is Zoho Social moving from a place marketers work in to a system other software operates. Earlier AI work was in-product and generative — the 2023 Zia/OpenAI integration wrote captions inside the app. MCP inverts that: the assistant sits outside and the product becomes the tool it calls. Linkthread points the other way, toward owning more of the audience-facing surface, so the product is widening on both ends while its core scheduling loop stays stable.
The obvious next step is extending MCP coverage from publishing into the reporting and inbox surfaces, since those are the workflows the announcement frames as the burden. The feed is too sparse to say how fast that lands.
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 Zoho Social.
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See all Gumloop alternatives → · See all Zoho Social 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 3.8), 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 3.8), 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 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.
Top Zoho Social alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Zoho Social alternatives" section above for the current picks, or visit /alternatives/zoho-social for the full list with editorial commentary on each.