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Comparison · Mkt Auto
Gumloop vs Lytics
A side-by-side editorial comparison of Gumloop and Lytics — release velocity, themes, recent moves, and the top alternatives to consider.
Gumloop vs Lytics: at a glance
| Feature | Gumloop | Lytics |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 7.5 | 7.5 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai agents, artifacts, agent evaluations, workflow automation | cdp, audience-management, integrations, salesforce-data-cloud |
| Last editorial update | 2d ago | 5mo 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 Lytics?
Lytics retires the legacy audience builder, ships zero-copy Salesforce Data Cloud sync, and pushes integrations weekly.
Lytics is a CDP shipping at a steady weekly cadence. Recent work cuts across three vectors: a forced migration off the legacy audience builder (sunset May 4, 2026) toward a redesigned builder with geolocation rules; heavy expansion of cloud-warehouse and ad-platform integrations (Salesforce Data Cloud, The Trade Desk, Microsoft UET, Pushly, Algolia, GCS); and admin-side governance — naming conventions, metric threshold alerts, easier OAuth recovery.
Gumloop vs Lytics: 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.
Lytics
7.5MKT AUTO
Lytics retires the legacy audience builder, ships zero-copy Salesforce Data Cloud sync, and pushes integrations weekly.
◆ Current state
Lytics is a CDP shipping at a steady weekly cadence. Recent work cuts across three vectors: a forced migration off the legacy audience builder (sunset May 4, 2026) toward a redesigned builder with geolocation rules; heavy expansion of cloud-warehouse and ad-platform integrations (Salesforce Data Cloud, The Trade Desk, Microsoft UET, Pushly, Algolia, GCS); and admin-side governance — naming conventions, metric threshold alerts, easier OAuth recovery.
◆ Where it's heading
Two arcs are visible. First, the integration catalog is being deepened toward server-side conversion APIs and zero-copy data movement — Salesforce Data Cloud's bidirectional sync with zero-copy bulk via GCS is the architecturally interesting move and likely a template for what's next. Second, the platform itself is being made more legible to large operators: naming conventions, threshold alerts, and reconnect-in-place auth all target customers running Lytics at scale rather than acquiring net-new ones.
◆ Prediction
Expect the next quarter to bring more zero-copy/streaming export jobs patterned after the Salesforce Data Cloud blueprint (Snowflake or Databricks are the obvious next targets), plus additional governance features — likely per-team audience permissions or audit-log enhancements — as the natural follow-on to naming conventions.
Alternatives to Gumloop and Lytics
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 Lytics.
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 Lytics alternatives →
Recent activity from Gumloop and Lytics
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
- 5mo agoLyticsAudience builder redesign — legacy builder sunsetting May 4, 2026 ⚡
- 6mo agoLyticsThe Trade Desk — server-side Conversion API export
- 6mo agoLyticsSalesforce Data Cloud — bidirectional integration with imports, streaming exports, and zero-copy bulk ⚡
- 6mo agoLyticsGoogle Cloud Storage — export raw activity data to a GCS bucket
- 6mo agoLyticsPushly — sync audiences and capture subscriber IDs
- 6mo agoLyticsAudience Naming Conventions — admin-defined name templates
Frequently asked questions
What is the difference between Gumloop and Lytics?
They serve adjacent needs but don't currently overlap on shipped themes. Gumloop and Lytics are shipping at a similar cadence (velocity 7.5 vs 7.5, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Gumloop better than Lytics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Gumloop and Lytics are shipping at a similar cadence (velocity 7.5 vs 7.5, both within Sparkpulse's "active" band). 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 Lytics?
Top Lytics alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Lytics alternatives" section above for the current picks, or visit /alternatives/lytics for the full list with editorial commentary on each.