Agents

Gumloop

Visual AI workflow builder for scraping, research, and automation

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★4.6ratingPricing · Freemium from $97/moStable
The FalcoScan Intel PanelGumloop · Agents
Data updated 1 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Stable
Market trend
Rating
4.6
of 5 · FalcoScan rating

Agents AI has a narrow moat on average, from the moat scores of its rated products. What protects Agents AI tools, and the widest moats

The Brief

What Gumloop does

Gumloop is a visual AI workflow builder purpose-built for web scraping, research automation, and content pipelines. Drag-and-drop nodes connect AI models to web data instantly.

How Gumloop compares with its closest alternatives

All 5 closest alternatives have a free plan, as Gumloop does. Among the 3 that list a starting price, the cheapest is Make at $9 a month and the median is $12. Gumloop starts at $97 a month, above that median. 3 of the 5 offer an API, as Gumloop does. Gumloop offers a web app. Of the alternatives, 4 offer a web app. Gumloop was founded in 2024; the alternatives were founded between 2012 and 2024, 4 of them earlier. Gumloop is based in San Francisco, United States; all the 2 alternatives with a known headquarters are in the United States too.

Market position · Agents

How Gumloop compares in Agents

Gumloop has high opportunity and sits in the middle third of 422 live Agents tools on FalcoScan. Across Agents, the average opportunity score is 72.6 and the average saturation score 31.5. FalcoScan rates Gumloop's own market position as open. 179 of the 422 operating Agents tools have hot momentum, and FalcoScan has recorded 15 shutdowns in the category.

Gumloop compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
GumloopFounded 2024 · San Francisco, United StatesHighOpenFreemium$97/moYesYesWebStable
MakeFounded 2012ModerateCrowdedFreemium$9/moYesYesWebRising
CognFounded 2024HighOpenFreemium—YesNoWebStable
CognosysFounded 2023 · San Francisco, United StatesLowContestedFreemium$19/moYesNoWebStable
Clay AI AgentFounded 2022 · New York, United StatesHighOpenFreemium—YesYesWebHot
Harpa AIFounded 2022HighOpenFreemium$12/moYesYesExtensionHot

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Agents.

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What it ships with

Capabilities & who uses it

The capabilities Gumloop exposes to builders and the verticals it currently serves.

AI Capabilities
Web ScrapingResearch AutomationLlm ChainingData Extraction
Industry Verticals
MarketingResearchTechnology
Tagged

Gumloop shows up when builders search for these

visual-builderweb-scrapingresearchcontent-automationno-code
Similar tools · Agents

Alternatives to Gumloop

Products still running that do the same job, from the agents market and related ones, closest match first.

See the Agents market
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Make

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★ 4.5Opportunity Moderate
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Cogn

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Cognosys

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★ 4.2Opportunity Low
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Clay AI Agent

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★ 4.6Opportunity High
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Harpa AI

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★ 4.5Opportunity High
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Airtable AI

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Questions

Gumloop: common questions

Is Gumloop free?

Gumloop has a free tier, with paid plans from $97 a month.

What are the best alternatives to Gumloop?

The closest alternatives to Gumloop that are still running, matched on the AI capabilities, uses and audience they share, are Make, Cogn, Cognosys, Clay AI Agent, and Harpa AI.

Is Gumloop still running?

Yes. As of 1 November 2026, FalcoScan lists Gumloop as operating at gumloop.com.

Where is Gumloop based?

Gumloop is headquartered in San Francisco, United States.

Does Gumloop have an API?

Yes. Gumloop offers an API.

Who is Gumloop for?

Gumloop is built for researchers, marketers, developers, and growth teams.

How do I sign in to Gumloop?

Sign in on Gumloop's own website, gumloop.com. FalcoScan reviews Gumloop but does not run its accounts, so logins, passwords and billing are handled by Gumloop directly.

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