n8n
n8n 3.0 is out, shipped the same morning as 2.46 after weeks of migration-report groundwork.
Comparison · Mkt Auto
Gumloop vs Lemlist
A side-by-side editorial comparison of Gumloop and Lemlist — release velocity, themes, recent moves, and the top alternatives to consider.
Gumloop vs Lemlist: at a glance
| Feature | Gumloop | Lemlist |
|---|---|---|
| Sector | Mkt Auto | Mkt Auto |
| Velocity score | 7.5 | 0.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | ai agents, artifacts, agent evaluations, workflow automation | cold-outreach, lead-scoring, email-infrastructure, multi-channel |
| Last editorial update | 2d ago | 1mo 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 Lemlist?
Lemlist ships domain purchasing, real-time lead scoring, and phone enrichment — the cold-email tool is becoming infrastructure.
Lemlist has shipped a meaningful cluster of capabilities over this period: users can now buy Google domains and email addresses directly within the platform, enrich contact phone numbers through a Cleon1-backed waterfall, score leads in real time, and manage all team sending accounts from a single settings panel. The product has moved beyond sequencing into managing the underlying outreach stack.
Gumloop vs Lemlist: 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.
Lemlist
0.0MKT AUTO
Lemlist ships domain purchasing, real-time lead scoring, and phone enrichment — the cold-email tool is becoming infrastructure.
◆ Current state
Lemlist has shipped a meaningful cluster of capabilities over this period: users can now buy Google domains and email addresses directly within the platform, enrich contact phone numbers through a Cleon1-backed waterfall, score leads in real time, and manage all team sending accounts from a single settings panel. The product has moved beyond sequencing into managing the underlying outreach stack.
◆ Where it's heading
Lemlist is consolidating the tool sprawl that surrounds cold outreach — enrichment, domain management, infrastructure, and engagement scoring are being pulled in-house. Each release reduces the number of external services a sales team needs alongside lemlist. The long-term bet is a closed loop: buy domain, warm it, enrich leads, sequence, score, convert — without leaving the platform.
◆ Prediction
The next likely move is either deeper enrichment coverage (adding data providers beyond Cleon1) or a unified reply inbox that pulls LinkedIn, email, and phone responses into a single thread, completing the multi-channel loop.
Alternatives to Gumloop and Lemlist
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 Lemlist.
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 Lemlist alternatives →
Recent activity from Gumloop and Lemlist
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
Frequently asked questions
What is the difference between Gumloop and Lemlist?
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 Lemlist?
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 Lemlist?
Top Lemlist alternatives in Mkt Auto are ranked by recent ship velocity. Browse the "Lemlist alternatives" section above for the current picks, or visit /alternatives/lemlist for the full list with editorial commentary on each.