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Side-by-side comparison · Automation & Workflows

Gumloop vs Lindy vs Make

Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.

Gumloop

3.9

From From $37/mo

Lindy

3.8

From From $29.99/mo per active user

Best overall

Make

4.3

From From $9/mo

Comparing 3 tools, the maximum.

At a glance

Gumloop

3.9

Pick it if: Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.

Lindy

3.8
Easiest to use

Pick it if: Founders and small teams who want help with email, scheduling and customer replies without hiring someone.

Make

4.3
Best overallBest value

Pick it if: Marketers and operators who've outgrown simple automations and want to see what their workflows are doing.

Overview

AttributeGumloopLindyMake
In one lineBuild AI agents that research, scrape and enrich data across your work apps.An AI assistant that handles your email, meeting notes and follow-ups from Slack.Draw automations as a flowchart, with branches and loops, for less than Zapier charges.
Pricing modelFreemiumPaidFreemium
Starting priceFrom $37/moFrom $29.99/mo per active userFrom $9/mo
Free plan No No Yes
Works with Claude Code Yes No Yes

Rating breakdown

Our scores out of 5. The higher bar in each row is highlighted.

AttributeGumloopLindyMake
Overall rating3.93.84.3Winner
Ease of useHow quickly someone non-technical gets value from it.
4.0
4.5
4.0
FeaturesHow much it can do, and how well the pieces fit together.
4.0
4.0
4.5
Output qualityHow good the results are before you fix them.
4.0
3.5
4.5
Value for moneyWhat you get for the price, including the free plan.
3.5
3.5
4.5
Speed & reliabilityHow fast it is and how often it falls over.
4.0
3.5
4.0

Feature comparison

A tick means it does this today. A dash means we haven't checked.

AttributeGumloopLindyMake
Access & platform
Free plan No No Yes
Mobile app No Yes–
Desktop app No No No
Browser extension Yes Yes Yes
API access Yes Yes Yes
Teams & business
Team workspace Yes Yes Yes
Enterprise plan or SSO Yes Yes Yes
Connects to other apps Yes Yes Yes
Open source or self-hosted No No No
AI abilities
Works with your files Yes Yes Yes
Understands images Yes––
Makes images– No No
Makes video No No No
Writes code Yes No No
Runs agents or automations Yes Yes Yes
Learns your brand or style Yes Yes No
Works in many languages–– Yes
Capabilities score10/ 179/ 179/ 17

Pricing

Plans as listed on each vendor's site when we last checked. Confirm before you buy.

AttributeGumloopLindyMake
Plans

ProOur pick

From $37/mo

Anyone who wants AI doing the research and data work.

Free trial

Free for 7 days

Seeing whether it suits how you work.

Free

Free

Learning the canvas and running a couple of light scenarios.

Enterprise

Custom

Companies that need security controls and a private cloud.

TeamOur pick

From $29.99/mo per active user

Founders and small teams with a recurring admin load.

CoreOur pick

From $9/mo billed yearly

One person automating a small business.

Enterprise

Custom

Companies with compliance requirements.

Pro

From $16/mo billed yearly

Anyone whose automations have become business-critical.

Teams

From $29/mo billed yearly

A team sharing scenarios and connections.

Enterprise

Custom

Companies that need SSO, audit logs and an uptime guarantee.

Which plan to pickPro is the only option short of Enterprise, so use the 14-day trial to run one real job end to end and watch the credit meter. If it comes in under 20,000 credits a month, you are set.Use the seven-day trial on one recurring job, like meeting notes or inbox triage, and see how many credits it burns. Then pick the Team credit tier one step above what you used, since every active user is billed.Core is enough for most small businesses, and 10,000 credits goes a long way when routers and error handlers are free. Move to Pro if a failed run costs you money and you want priority execution and better logs.

Key features

AttributeGumloopLindyMake
Standout features
  • Agents from a description
  • Web scraping and browsing
  • 35+ AI models
  • Company Brain
  • Chrome extension
  • MCP and CLI
  • Works where you are
  • Email handling
  • Meeting notes and follow-ups
  • Teachable skills
  • Computer use
  • Model choice per task
  • Visual canvas
  • Routers, filters and iterators
  • Run history you can replay
  • AI Agents
  • Make Grid
  • HTTP and webhooks

Pros and cons

AttributeGumloopLindyMake
Pros
  • Builds a working agent from a plain-English description
  • Strong at scraping, research and enrichment jobs
  • Unlimited seats, so the whole team can use one plan
  • Choice of models and the option to bring your own keys
  • Feels like delegating to a person, not building an automation
  • Strong at email, meeting notes and scheduling out of the box
  • Asks before doing anything risky
  • Teach it a task once and the whole team can reuse it
  • Much cheaper per step than Zapier
  • Branching, loops and filters are built in, not bolted on
  • Run history shows exactly what happened at every step
  • Routers and error handlers do not use credits
  • Generous free plan for learning
Cons
  • No free plan, only a 14-day trial
  • The 8% orchestration fee sits on top of model costs
  • Costs more than Zapier or Make for simple non-AI automations
  • Fewer everyday app connections than the big automation tools
  • Pricing and plan structure have changed several times
  • No free plan, and the trial is only seven days
  • Credits run out quickly on AI-heavy jobs
  • Billed per active user, so costs climb as the team adopts it
  • Browser-driven tasks can be slow and occasionally fail
  • Output quality depends on how well you set up each skill
  • Steeper learning curve than Zapier, especially around data mapping
  • Credit usage is hard to predict until you have run a scenario for a while
  • Fewer apps than Zapier, and some apps have thin coverage
  • Pricing page is hard to read, and the headline prices assume yearly billing

Who each one is for

AttributeGumloopLindyMake
Best for
  • Website scraping and research
  • Lead enrichment and scoring
  • Summarising documents in bulk
  • Scheduled reports from your work apps
  • Sorting and drafting email
  • Meeting notes and follow-ups
  • Booking meetings
  • Recurring admin you can describe in a sentence
  • Multi-step marketing workflows
  • Branching logic and filters
  • Processing batches of records
  • Automation on a budget
You'll find it used by
  • Marketers
  • Sales teams
  • Researchers
  • Ops teams
  • Founders
  • Small teams
  • Sales teams
  • Executive assistants
  • Marketers
  • Ops teams
  • Agencies
  • Consultants

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability. The "Visit" buttons may use affiliate links, which never affect a score.

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