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Side-by-side comparison · Automation & Workflows

Bardeen vs Gumloop vs Zapier

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

Bardeen

3.3

From From $10/mo

Gumloop

3.9

From From $37/mo

Best overall

Zapier

4.2

From From $19.99/mo

Comparing 3 tools, the maximum.

At a glance

Bardeen

3.3

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

Gumloop

3.9

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

Zapier

4.2
Best overallEasiest to use

Pick it if: Anyone who's sick of copying data between apps and has never written a line of code.

Overview

AttributeBardeenGumloopZapier
In one linePulls leads off websites like LinkedIn into a spreadsheet or CRM, then enriches them.Build AI agents that research, scrape and enrich data across your work apps.When something happens in one app, Zapier does the next step in another. No code needed.
Pricing modelFreemiumFreemiumFreemium
Starting priceFrom $10/moFrom $37/moFrom $19.99/mo
Free plan Yes No Yes
Works with Claude Code No Yes Yes

Rating breakdown

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

AttributeBardeenGumloopZapier
Overall rating3.33.94.2Winner
Ease of useHow quickly someone non-technical gets value from it.
3.5
4.0
5.0
FeaturesHow much it can do, and how well the pieces fit together.
3.0
4.0
4.5
Output qualityHow good the results are before you fix them.
3.5
4.0
4.0
Value for moneyWhat you get for the price, including the free plan.
3.5
3.5
3.0
Speed & reliabilityHow fast it is and how often it falls over.
3.0
4.0
4.5

Feature comparison

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

AttributeBardeenGumloopZapier
Access & platform
Free plan Yes No Yes
Mobile app No 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 No Yes Yes
Runs agents or automations Yes Yes Yes
Learns your brand or style No Yes No
Works in many languages–––
Capabilities score6/ 1710/ 179/ 17

Pricing

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

AttributeBardeenGumloopZapier
Plans

Free

Free

Trying a scrape or two.

ProOur pick

From $37/mo

Anyone who wants AI doing the research and data work.

Free

Free

Testing one or two simple automations.

Basic

From $10/mo

Occasional prospecting.

Enterprise

Custom

Companies that need security controls and a private cloud.

ProfessionalOur pick

From $19.99/mo billed yearly, or $29.99/mo

One person running real automations for a business.

PremiumOur pick

$50/mo, or $480/yr

A salesperson prospecting every week.

Team

From $69/mo billed yearly, or $103.50/mo

A team that shares Zaps and app connections.

Enterprise

Custom

Teams that want scrapers built and maintained for them.

Enterprise

Custom

Large companies with security and compliance needs.

Which plan to pickStart 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.Pro 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.Start on Free to confirm your apps connect, then move to Professional on yearly billing. Buy the smallest task tier and let Zapier tell you when you are close to the limit, because it is easy to overestimate how many tasks you need.

Key features

AttributeBardeenGumloopZapier
Standout features
  • AI scraper
  • Contact enrichment
  • Lead scoring
  • Sheet and CRM export
  • Premium scrapers
  • Agents from a description
  • Web scraping and browsing
  • 35+ AI models
  • Company Brain
  • Chrome extension
  • MCP and CLI
  • 8,000+ app connections
  • Copilot builder
  • Multi-step Zaps with paths
  • Tables, Interfaces and Chatbots
  • Agents
  • Zap history and replay

Pros and cons

AttributeBardeenGumloopZapier
Pros
  • 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
  • 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
  • Fastest to learn of any automation tool here
  • Connects to far more apps than anyone else
  • Copilot builds a working Zap from a plain-English description
  • Reliable, with clear run history when something fails
  • Tables, Interfaces and Chatbots cover simple internal tools
Cons
  • 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
  • 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
  • Per-task pricing gets expensive fast, and every step counts as a task
  • The free plan is too limited to run anything real
  • Zaps run in a straight line, so branching and loops are clumsier than in Make
  • Each extra product (Tables, Interfaces, Chatbots) has its own limits and costs

Who each one is for

AttributeBardeenGumloopZapier
Best for
  • Scraping LinkedIn and directories
  • Getting prospect lists into a CRM
  • Finding emails and phone numbers
  • Scoring leads against your ideal customer
  • Website scraping and research
  • Lead enrichment and scoring
  • Summarising documents in bulk
  • Scheduled reports from your work apps
  • Sending form submissions to spreadsheets
  • New lead alerts in Slack or email
  • Syncing contacts between tools
  • Connecting niche apps nobody else supports
You'll find it used by
  • Sales teams
  • Recruiters
  • Founders
  • Agencies
  • Marketers
  • Sales teams
  • Researchers
  • Ops teams
  • Marketers
  • Solo founders
  • Ops teams
  • 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.

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