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Comparison · Mkt Auto

Gumloop vs Zoho Social

A side-by-side editorial comparison of Gumloop and Zoho Social — release velocity, themes, recent moves, and the top alternatives to consider.

Gumloop vs Zoho Social: at a glance

FeatureGumloopZoho Social
SectorMkt AutoMkt Auto
Velocity score7.53.8
Sparks · 30d10
Top themesai agents, artifacts, agent evaluations, workflow automationmcp, ai assistants, social media management, agentic tooling
Last editorial update2d ago2mo 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.

Read the full Gumloop trajectory →

What is Zoho Social?

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.

Read the full Zoho Social trajectory →

Gumloop vs Zoho Social: editorial side-by-side

G
Gumloop
MKT AUTO
7.5

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.

Z
Zoho Social
MKT AUTO
3.8

Zoho Social opens its management surface to AI assistants via MCP.

◆ Current state

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.

◆ Where it's heading

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.

◆ Prediction

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.

Alternatives to Gumloop and Zoho Social

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.

See all Gumloop alternatives → · See all Zoho Social alternatives →

Recent activity from Gumloop and Zoho Social

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 3d agoGumloopGumloop 13.1: artifacts drive agents via SDK, open in Office
  2. 6d agoGumloopGumloop 13.0: revamped agent harness and org-wide evaluations ⚡
  3. 10d agoGumloopGumloop 12.5: artifacts call AI models and embed on any site
  4. 14d agoGumloopGumloop 12.4: agent-built MCPs, multi-account apps, team sharing
  5. 16d agoGumloopGemini 4 Argon and Muse Wonder
  6. 20d agoGumloopAgent-Owned Secrets
  7. 2mo agoZoho SocialMeet Zoho Social MCP: Your AI assistant can now help run social media ⚡
  8. 10mo agoZoho SocialA decade of Zoho Social: Celebrating 2025, our biggest year yet
  9. 1y agoZoho SocialIntroducing Linkthread by Zoho Social: Your entire digital presence, one link away
  10. 1y agoZoho SocialA decade of connections: Celebrating 10 years of Zoho Social
  11. 1y agoZoho SocialZoho Social in 2024: Features, enhancements, updates, and more
  12. 2y agoZoho Social9 years of Zoho Social: Commitment to continuous innovation

Frequently asked questions

What is the difference between Gumloop and Zoho Social?

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.

Is Gumloop better than Zoho Social?

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.

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 Zoho Social?

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.