Browse AI is a genuinely good on-ramp: prebuilt robots, a cheap $48 entry plan, and a two-minute setup for monitoring a known list of pages. If that is your job, stay on it. WebRobot is the alternative for two specific situations: when the data sits behind a login, a search form or a real multi-step flow, and when the credit meter has made your invoice impossible to forecast. Flat monthly pricing, records instead of credits, and an agent that works the interface rather than replaying a recorded click path.
Robot console
No account needed Running · s Complete · rows
Fair play
Advantage 01
Browse AI's public pricing lists a free tier of 50 credits per month and a Personal plan at $48 per month, or $19 billed annually. WebRobot starts at $79 per month with no free tier. For a small team watching a handful of pages, that gap is real money and Browse AI is the cheaper buy.
Advantage 02
A library of ready-made robots for common sources means the first extraction can happen before you have finished your coffee. If your source is already covered, that is faster than describing what you want, and speed to first row matters when you are testing an idea rather than running a pipeline.
Advantage 03
Point at a page, record the fields, schedule a check, get an email when it changes. For basic extraction and monitoring of stable public pages, the recorded-robot model is completely adequate and easy to teach to a non-technical colleague.
Comparison
| Dimension | Browse AI | WebRobot |
|---|---|---|
| Pricing model | Credits. About 10 rows per credit, 2 to 10 credits per run on premium sites | Flat monthly fee with records included |
| Free tier | Yes: 50 credits per month | No free tier. The interactive demo is the free taste |
| Entry price | Personal $48 per month, or $19 per month billed annually (5 websites, 3 users, 2,000 credits a month) | Launch $79 per month, or $39 billed yearly (5 robots, 10,000 records) |
| Mid tier | Professional $87 per month, or $69 per month billed annually (10 websites, 10 users, 5,000 to 30,000 credits a month) | Scale $249 per month, or $124 yearly (25 robots, 100,000 records) |
| Top tier | Premium from $500 per month, billed annually | Autopilot $699 per month, or $349 yearly (100 robots, 1,000,000 records) |
| Unused allowance | Credits do not roll over at month end | Records reset monthly, but the bill never moves |
| Cost predictability | Varies with site difficulty. A harder target burns more credits for the same rows | The invoice is the same whether the target fights back or not |
| How a robot is built | Record a click path, or start from a prebuilt robot | Describe the data you want in one plain-English sentence |
| Prebuilt library | Yes, ready-made robots for common sources | None. Every robot is described from scratch, so any site is fair game |
| Logins, forms, multi-step flows | Recorded steps; long flows get brittle as the interface moves | Agent actions on Scale and up: the robot logs in, types and paginates on its own |
| Site redesign | Recorded robots may need retraining when the page moves | Self-heals, because it stores intent rather than a click path |
| Monitoring and alerts | Scheduled monitors with change notifications | Hourly change alerts on Scale, real-time monitors on Autopilot |
| Delivery | CSV, Google Sheets, Zapier, webhooks, API | CSV, Excel, Google Sheets, Slack, Zapier, webhooks, REST API |
| Seats | Varies by plan | 1 on Launch, 5 on Scale, 15 on Autopilot |
Note what the table does not say: it does not say Browse AI is expensive. At $48 or $87 per month it is cheaper than anything we sell. What it says is that the price you pay depends on variables you do not control, and that a run against a hardened site costs more than the same run against an easy one. Whether that matters depends entirely on your volume and your finance team.
Unit economics
Problem 01
"I need 20,000 product rows a month" should be answerable with one number. Under a credit model it depends on which sites those rows come from, whether they are classed as premium, and how many retries the run needed. Same output, different bill.
Problem 02
Usage meters punish the exact behavior you want: more monitored competitors, more frequent checks, deeper pagination. Teams end up scraping less than they need in order to protect the credit balance, which quietly defeats the point of buying the tool.
Problem 03
Research is seasonal. A quiet July followed by a heavy August means you pay for credits you never used and then run out anyway. Nothing rolls over. Flat plans absorb the lumpiness because the ceiling resets and the price does not.
The alternative
WebRobot bills $79, $249 or $699 per month for 10,000, 100,000 or 1,000,000 records. A hard site and an easy site cost the same. Your finance business partner can forecast it, which is a boring benefit that turns out to matter a lot at renewal.
Routing
You watch twelve competitor pages, you want an email when a price moves, and your budget is under $100 a month. Personal from $48 does that. Buying WebRobot Launch at $79 for the same job means paying more for capability you will not use.
If a ready-made robot covers your exact source and it is working, use it. Do not rebuild a functioning pipeline to satisfy a comparison table. The right time to migrate is when the robot starts needing retraining, or when the credit line item starts getting questions.
Log in, run a search, apply three filters, paginate, expand each row, extract. A recorded click path is a fragile way to encode that. Agent actions on Scale and Autopilot let the robot work the interface from the goal. See browser automation.
At 50,000 or 100,000 rows a month, the swing in a credit-metered bill is the problem, not the average. Scale is $249 every month regardless of how many retries a hardened site forced. Compare the plans on the pricing page.
Migration
Step 1
Pull last quarter's usage and find the robots that eat the most credits per useful row. Premium sites and deep pagination will be at the top. Those are the ones with the best payback on a flat plan.
Step 2
Take the columns the robot produces today and write them as a sentence: "every listing on this search results page with title, price, location, posted date, following pagination". That sentence replaces the recording.
Step 3
Most teams have a list of data they gave up on because a login or a search form was in the way. Migration is the moment to add it. Agent actions handle the interaction, and the record allowance is already paid for.
Step 4
Same Google Sheet, same Slack channel, same Zapier zap, same webhook URL. Delivery is a setting on the robot, so cutting over is a configuration change and not a project. Then cancel the old subscription.
Want the full credit math first? The Browse AI pricing breakdown lists every credit tier with worked monthly bills. Still comparing? Read the honest write-ups for Octoparse, Thunderbit, Apify, Bright Data and Zyte, or the wider best web scraping tools in 2026 roundup. If price tracking is the actual job, the price monitoring page is more useful than any vendor comparison, and the web scraping tool pillar covers the category.
FAQ
Describe the data once. Log in, paginate, extract, deliver, and pay the same amount whether the site is easy or hostile.