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Side-by-side comparison · Automation & Workflows

Browse AI vs Composio 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.

Browse AI

3.9

From $19/mo

Composio

4.2

From $29/mo

Best overall

Make

4.3

From From $9/mo

Comparing 3 tools, the maximum.

At a glance

Easiest to use

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

Pick it if: People who already use Claude or ChatGPT every day and want it to act in their business apps, plus developers building agents that need app access.

Make4.3
Best overall

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

Overview

AttributeBrowse AIComposioMake
In one lineScrape data from websites and track changes, set up by pointing and clicking.Plug Claude or ChatGPT into 1,500+ apps so it can send the email, not just draft it.Draw automations as a flowchart, with branches and loops, for less than Zapier charges.
Pricing modelFreemiumFreemiumFreemium
Starting price$19/mo$29/moFrom $9/mo
Free plan Yes Yes Yes
Works with Claude Code Yes Yes Yes

Rating breakdown

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

AttributeBrowse AIComposioMake
Overall rating3.94.24.3Winner
Ease of useHow quickly someone non-technical gets value from it.
4.5
4.0
4.0
FeaturesHow completely it covers its own job, and how well the pieces fit together.
4.0
4.5
4.5
Output qualityHow good the results are before you fix them.
4.0
4.0
4.5
Value for moneyWhat you get for the price, including the free plan.
3.5
4.5
4.5
Speed & reliabilityHow fast it is and how often it falls over.
3.5
4.0
4.0

Feature comparison

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

AttributeBrowse AIComposioMake
Access & platform
Free plan Yes Yes Yes
Mobile app– No–
Desktop app– No No
Browser extension Yes No 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– No Yes
Understands images–––
Makes images No No No
Makes video No No No
Writes code No No No
Runs agents or automations Yes Yes Yes
Learns your brand or style– No No
Works in many languages– No Yes
Capabilities score7/ 176/ 179/ 17

Pricing

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

AttributeBrowse AIComposioMake
Plans

Free

Free

Testing a robot or two.

HobbyOur pick

Free

Individuals connecting their own assistant to their own apps.

Free

Free

Learning the canvas and running a couple of light scenarios.

Personal

$19/mo billed yearly, or $48 monthly

One person monitoring a few sites.

Pro

$29/mo

Teams, or products with real users calling tools.

CoreOur pick

From $9/mo billed yearly

One person automating a small business.

ProfessionalOur pick

$69/mo billed yearly, or $87 monthly

Teams scraping several sites regularly.

Enterprise

Custom

Companies with security reviews and high volume.

Pro

From $16/mo billed yearly

Anyone whose automations have become business-critical.

Premium

From $500/mo billed yearly

High-volume or protected sites.

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 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.If you are connecting your own Claude or ChatGPT to your own apps, Hobby is all you need. Move to Pro when a team or a product of yours starts using it, so usage keeps running past the free cap instead of pausing until next month.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

AttributeBrowse AIComposioMake
Standout features
  • Point-and-click robots
  • Monitoring and alerts
  • Pre-built robots
  • Send data anywhere
  • API
  • 1,500+ app toolkits
  • Works inside your assistant
  • Managed sign-ins
  • Triggers
  • Custom tools and MCP servers
  • Developer platform
  • Visual canvas
  • Routers, filters and iterators
  • Run history you can replay
  • AI Agents
  • Make Grid
  • HTTP and webhooks

Pros and cons

AttributeBrowse AIComposioMake
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
  • One connection covers more than 1,500 apps
  • Very generous free plan
  • Works with Claude, ChatGPT, Claude Code and Cursor
  • Handles app logins and token refresh for you
  • Usage pricing is cheap compared with per-task tools
  • 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
  • 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
  • Built for developers first, so the dashboard has jargon
  • Not a workflow builder: no canvas or scheduled runs
  • Some actions in less popular apps are thin
  • Extras like web search and transcription are billed per call
  • 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

AttributeBrowse AIComposioMake
Best for
  • Competitor price monitoring
  • Pulling listings into a spreadsheet
  • Alerts when a web page changes
  • Building lead lists from directories
  • Letting Claude act in Gmail, Slack and your CRM
  • One connector instead of dozens of MCP servers
  • Giving custom AI agents access to users' apps
  • Covering apps with no official connector
  • Multi-step marketing workflows
  • Branching logic and filters
  • Processing batches of records
  • Automation on a budget
You'll find it used by
  • Ecommerce teams
  • Marketers
  • Sales teams
  • Researchers
  • Recruiters
  • Founders
  • Ops teams
  • Developers
  • AI power users
  • Marketers
  • Ops teams
  • Agencies
  • Consultants

Questions people ask

Which is better, Browse AI, Composio or Make?

Make scores highest overall in our ratings (Browse AI 3.9/5, Composio 4.2/5 and Make 4.3/5). Browse AI is best for competitor price monitoring and pulling listings into a spreadsheet. Composio is best for Letting Claude act in Gmail, Slack and your CRM and one connector instead of dozens of MCP servers. Make is best for multi-step marketing workflows and branching logic and filters.

Which is cheaper, Browse AI, Composio or Make?

Browse AI: There's a free plan, and paid plans start at $19/mo. Composio: There's a free plan, and paid plans start at $29/mo. Make: There's a free plan, and paid plans start at From $9/mo.

Which is easier to use, Browse AI, Composio or Make?

Browse AI rates highest for ease of use in our scores. Ecommerce, marketing and sales teams that need data from other websites without writing code.

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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