Skip to content

Side-by-side comparison · Automation & Workflows

Gumloop vs Lindy vs Bardeen

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

Best overall

Gumloop

3.9

From From $37/mo

Lindy

3.8

From From $29.99/mo per active user

Bardeen

3.3

From From $10/mo

Comparing 3 tools, the maximum.

At a glance

Gumloop

3.9
Best overall

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.

Bardeen

3.3

Pick it if: Salespeople, recruiters and founders who spend hours copying contact details out of websites.

Overview

AttributeGumloopLindyBardeen
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.Pulls leads off websites like LinkedIn into a spreadsheet or CRM, then enriches them.
Pricing modelFreemiumPaidFreemium
Starting priceFrom $37/moFrom $29.99/mo per active userFrom $10/mo
Free plan No No Yes
Works with Claude Code Yes No No

Rating breakdown

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

AttributeGumloopLindyBardeen
Overall rating3.9Winner3.83.3
Ease of useHow quickly someone non-technical gets value from it.
4.0
4.5
3.5
FeaturesHow much it can do, and how well the pieces fit together.
4.0
4.0
3.0
Output qualityHow good the results are before you fix them.
4.0
3.5
3.5
Value for moneyWhat you get for the price, including the free plan.
3.5
3.5
3.5
Speed & reliabilityHow fast it is and how often it falls over.
4.0
3.5
3.0

Feature comparison

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

AttributeGumloopLindyBardeen
Access & platform
Free plan No No Yes
Mobile app No Yes No
Desktop app No No No
Browser extension Yes Yes Yes
API access 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–
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–––
Capabilities score10/ 179/ 176/ 17

Pricing

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

AttributeGumloopLindyBardeen
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

Trying a scrape or two.

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.

Basic

From $10/mo

Occasional prospecting.

Enterprise

Custom

Companies with compliance requirements.

PremiumOur pick

$50/mo, or $480/yr

A salesperson prospecting every week.

Enterprise

Custom

Teams that want scrapers built and maintained for them.

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.Start free to confirm it can read the sites you care about. If prospecting is a weekly job, Premium is the sensible tier; the Basic plan runs out of credits quickly once you add enrichment.

Key features

AttributeGumloopLindyBardeen
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
  • AI scraper
  • Contact enrichment
  • Lead scoring
  • Sheet and CRM export
  • Premium scrapers

Pros and cons

AttributeGumloopLindyBardeen
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
  • Gets data off web pages that no official integration can reach
  • Scrape, enrich and score in one place
  • No code or CSS selectors needed
  • A free tier that lets you test it properly
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
  • Runs in your browser, so you are usually tied to your desk while it works
  • Scrapers break when websites change their layout
  • Credits are tight and expire at the end of each period
  • It has dropped most of its general automation features
  • Scraping LinkedIn at volume can get your account restricted

Who each one is for

AttributeGumloopLindyBardeen
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
  • Scraping LinkedIn and directories
  • Getting prospect lists into a CRM
  • Finding emails and phone numbers
  • Scoring leads against your ideal customer
You'll find it used by
  • Marketers
  • Sales teams
  • Researchers
  • Ops teams
  • Founders
  • Small teams
  • Sales teams
  • Executive assistants
  • Sales teams
  • Recruiters
  • Founders
  • Agencies

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.

Swap in another tool

More automation & workflows tools from the library.