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Side-by-side comparison · Automation & Workflows

Browse AI vs Gumloop vs Parseur

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

Browse AI

3.9

From $19/mo

Gumloop

3.9

From From $37/mo

Best overall

Parseur

4.1

From $49/mo

Comparing 3 tools, the maximum.

At a glance

Pick it if: Ecommerce, marketing and sales teams that need data from other websites without writing code.

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

Best overall

Pick it if: Small businesses and operations teams that copy details from the same kinds of email or PDF into spreadsheets or other apps.

Overview

AttributeBrowse AIGumloopParseur
In one lineScrape data from websites and track changes, set up by pointing and clicking.Build AI agents that research, scrape and enrich data across your work apps.Pulls data out of emails and PDFs into your spreadsheets and apps.
Pricing modelFreemiumFreemiumFreemium
Starting price$19/moFrom $37/mo$49/mo
Free plan Yes No Yes
Works with Claude Code Yes Yes Yes

Rating breakdown

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

AttributeBrowse AIGumloopParseur
Overall rating3.93.94.1Winner
Ease of useHow quickly someone non-technical gets value from it.
4.5
4.0
4.5
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.0
4.0
4.0
Output qualityHow good the results are before you fix them.
4.0
4.0
4.0
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.
3.5
4.0
4.5

Feature comparison

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

AttributeBrowse AIGumloopParseur
Access & platform
Free plan Yes No Yes
Mobile app– No–
Desktop app– No–
Browser extension 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–
AI abilities
Works with your files– Yes Yes
Understands images– Yes–
Makes images No– No
Makes video No No No
Writes code No Yes No
Runs agents or automations Yes Yes No
Learns your brand or style– Yes–
Works in many languages–– Yes
Capabilities score7/ 1710/ 177/ 17

Pricing

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

AttributeBrowse AIGumloopParseur
Plans

Free

Free

Testing a robot or two.

ProOur pick

From $37/mo

Anyone who wants AI doing the research and data work.

Free

Free

Trying it on a handful of documents.

Personal

$19/mo billed yearly, or $48 monthly

One person monitoring a few sites.

Enterprise

Custom

Companies that need security controls and a private cloud.

Micro

$49/mo, or $468/yr

A small business with a trickle of documents.

ProfessionalOur pick

$69/mo billed yearly, or $87 monthly

Teams scraping several sites regularly.

StarterOur pick

$129/mo, or $1,188/yr

Teams processing a few dozen documents a day.

Premium

From $500/mo billed yearly

High-volume or protected sites.

Pro

$499/mo, or $4,788/yr

Operations teams with high volume.

Enterprise

Custom

Very high volume or custom contract terms.

Which plan to pickTest on Free first to make sure your target sites work. Professional suits most business use because of the site and user limits; pay yearly if you are sure, as monthly costs much more.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.Use Free to prove it can read your documents, then pick the plan that matches your monthly page count. Starter is where the cost per page becomes reasonable; yearly billing knocks roughly a quarter off.

Key features

AttributeBrowse AIGumloopParseur
Standout features
  • Point-and-click robots
  • Monitoring and alerts
  • Pre-built robots
  • Send data anywhere
  • API
  • Agents from a description
  • Web scraping and browsing
  • 35+ AI models
  • Company Brain
  • Chrome extension
  • MCP and CLI
  • AI parsing
  • Template mode
  • Mailbox per job
  • Exports everywhere
  • Post-processing

Pros and cons

AttributeBrowse AIGumloopParseur
Pros
  • Very easy to set up without code
  • Scheduled monitoring with change alerts
  • Free plan to test on your own target sites
  • Connects to Sheets, Airtable and automation tools
  • 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
  • Quick to set up: forward an email and name the fields
  • Handles varying layouts without building templates
  • API, webhooks and automation connections on every plan
  • Support is consistently praised in reviews
  • Yearly billing brings the price down noticeably
Cons
  • Robots can break when a site changes layout
  • Sites with bot protection may fail or use extra credits
  • Credits run down faster than expected on multi-page jobs
  • Some users report billing issues after cancelling
  • 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
  • Free plan is only 20 pages a month, short for a proper test
  • Expensive per page at low volumes
  • Advanced features are thinly documented
  • Not built for approval workflows or direct ERP posting

Who each one is for

AttributeBrowse AIGumloopParseur
Best for
  • Competitor price monitoring
  • Pulling listings into a spreadsheet
  • Alerts when a web page changes
  • Building lead lists from directories
  • Website scraping and research
  • Lead enrichment and scoring
  • Summarising documents in bulk
  • Scheduled reports from your work apps
  • Order and booking emails into a spreadsheet
  • Lead notification emails into a CRM
  • Supplier invoices and delivery notes
  • Recurring PDF reports
  • Feeding Zapier and Make workflows
You'll find it used by
  • Ecommerce teams
  • Marketers
  • Sales teams
  • Researchers
  • Recruiters
  • Marketers
  • Sales teams
  • Researchers
  • Ops teams
  • Small business owners
  • Operations teams
  • E-commerce stores
  • Property and travel businesses
  • Bookkeepers

Questions people ask

Which is better, Browse AI, Gumloop or Parseur?

Parseur scores highest overall in our ratings (Browse AI 3.9/5, Gumloop 3.9/5 and Parseur 4.1/5). Browse AI is best for competitor price monitoring and pulling listings into a spreadsheet. Gumloop is best for website scraping and research and lead enrichment and scoring. Parseur is best for order and booking emails into a spreadsheet and lead notification emails into a CRM.

Which is cheaper, Browse AI, Gumloop or Parseur?

Browse AI: There's a free plan, and paid plans start at $19/mo. Gumloop: There's no free plan. Paid plans start at From $37/mo. Parseur: There's a free plan, and paid plans start at $49/mo.

How we compare

Ratings are our own, from using each tool, across ease of use, features, output quality, value for money, speed & reliability.

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