Side-by-side comparison · Automation & Workflows
Browse AI vs Composio vs Gumloop
Everything that matters when choosing between them, in one place: our rating, what each can do, what they cost, and the trade-offs.
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: 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.
Pick it if: Marketers, sales teams and researchers who want AI to do the repetitive reading, sorting and summarising.
Overview
| Attribute | Browse AI | Composio | Gumloop |
|---|---|---|---|
| In one line | Scrape 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. | Build AI agents that research, scrape and enrich data across your work apps. |
| Pricing model | Freemium | Freemium | Freemium |
| Starting price | $19/mo | $29/mo | From $37/mo |
| Free plan | Yes | Yes | No |
| Works with Claude Code | Yes | Yes | Yes |
Rating breakdown
Our scores out of 5. The higher bar in each row is highlighted.
| Attribute | Browse AI | Composio | Gumloop |
|---|---|---|---|
| Overall rating | 3.9 | 4.2Winner | 3.9 |
| 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 | 4.0 |
| 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 | 4.5 | 3.5 |
| 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.
| Attribute | Browse AI | Composio | Gumloop |
|---|---|---|---|
| Access & platform | |||
| Free plan | Yes | Yes | No |
| Mobile app | – | No | 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 | – | – | Yes |
| Makes images | No | No | – |
| Makes video | No | No | No |
| Writes code | No | No | Yes |
| Runs agents or automations | Yes | Yes | Yes |
| Learns your brand or style | – | No | Yes |
| Works in many languages | – | No | – |
| Capabilities score | 7/ 17 | 6/ 17 | 10/ 17 |
Pricing
Plans as listed on each vendor's site when we last checked. Confirm before you buy.
| Attribute | Browse AI | Composio | Gumloop |
|---|---|---|---|
| Plans | Free Free Testing a robot or two. | HobbyOur pick Free Individuals connecting their own assistant to their own apps. | ProOur pick From $37/mo Anyone who wants AI doing the research and data work. |
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. | Enterprise Custom Companies that need security controls and a private cloud. | |
ProfessionalOur pick $69/mo billed yearly, or $87 monthly Teams scraping several sites regularly. | Enterprise Custom Companies with security reviews and high volume. | ||
Premium From $500/mo billed yearly High-volume or protected sites. | |||
| Which plan to pick | Test 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. | 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. |
Key features
| Attribute | Browse AI | Composio | Gumloop |
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Pros and cons
| Attribute | Browse AI | Composio | Gumloop |
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Who each one is for
| Attribute | Browse AI | Composio | Gumloop |
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Questions people ask
Which is better, Browse AI, Composio or Gumloop?
Composio scores highest overall in our ratings (Browse AI 3.9/5, Composio 4.2/5 and Gumloop 3.9/5). 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. Gumloop is best for website scraping and research and lead enrichment and scoring.
Which is cheaper, Browse AI, Composio or Gumloop?
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. Gumloop: There's no free plan. Paid plans start at From $37/mo.
Which is easier to use, Browse AI, Composio or Gumloop?
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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