Intuned
Code-first browser automations built and maintained by AI
Intuned is a strong fit for development teams that need production-grade browser automations without constant script maintenance. The self-healing agent and stealth infrastructure are standout features for scraping and RPA workloads. However, the learning curve is steeper than no-code tools, and costs can add up with overage compute and machine surcharges. For developers who want to own their code and avoid vendor lock-in, Intuned beats managed scraping services. For non-developers or simple one-off jobs, consider Browserless or a browser extension instead.
- Developers building production scrapers that need to handle site changes automatically
- Teams automating back-office workflows in legacy web apps without APIs
- AI engineers deploying LLM-driven browser agents at scale
- Data teams needing reliable crawling of thousands of pages with scheduling and monitoring
- Non-developers looking for a no-code point-and-click scraper
- Simple one-off data extractions (overkill; a browser extension might suffice)
- Users needing true desktop RPA (e.g., automating local installed apps)
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Skip Intuned if you need a no-code point-and-click scraper, or if your budget can't handle overage costs and you need very low-cost high-volume scraping.
Going past 100 compute hours on the Developer plan adds $0.12 per extra hour, which adds up at high volume.
Intuned's pricing fits developers and small teams who need moderate automation scale without managing infrastructure. The free tier is for exploration only; serious use starts at $25/mo Developer (100 compute hours, 5 machines per project). For high-volume needs, the Startup plan ($120/mo) offers volume discounts and lower overage rates. Compared to no-code tools like Octoparse ($89/mo for basic features) or scraping APIs like ScrapingBee ($49/mo for 100k API credits), Intuned offers more
In short
Intuned — Code-first browser automations built and maintained by AI. Best for Developers building production scrapers that need to handle site changes automatically, Teams automating back-office workflows in legacy web apps without APIs, AI engineers deploying LLM-driven browser agents at scale. Free to start; paid plans from $25/mo.
What's new in Intuned
Checked 12 days agoAcross the latest 3 updates: 2 feature updates and 1 launch.
Introducing Selector Forge: an AI selector builder for the browser
Selector Forge uses AI to build selectors that resist breakage from site changes, available as a browser extension.
Run Webwright scripts in the cloud with Intuned
New Webwright-to-Intuned skill turns browser scripts into hosted, callable APIs running on Intuned infrastructure.
Introducing the New Intuned
Relaunched as a code-first browser automation platform with an AI agent (Intuned Agent) for building and maintaining deterministic automations.
Viability Score
How likely is Intuned to still be operational in 12 months? Based on 4 signals — momentum (how recently it shipped), wrapper dependency, revenue model, and web presence.
Last calculated: July 2026
How we score →Key Features
- Intuned Agent: build automations from natural language prompts
- Self-healing scrapers: auto-fix when websites change
- Stealth mode: anti-detection, proxies, CAPTCHA solving
- AuthSession management for authenticated scraping
- Jobs: schedule recurring runs with webhooks or cloud storage sinks
- Online IDE and CLI for local development
- TypeScript and Python runtimes with Playwright
- First-class Crawl4AI support
- External AI agent support (Anthropic Computer Use, OpenAI CUA, Stagehand, Browser-use, Gemini Computer Use)
- Monitoring and traces for all runs
- Concurrency control and scalable infrastructure
- Web Tasks: one-off tasks via simple API call
- Selector Forge: AI selector builder for the browser (browser extension, launched 2026-06-19)
- Webwright-to-Intuned skill: run Webwright scripts as hosted APIs
- Flexible automations: mix deterministic code with AI steps
About Intuned
Intuned is a code-first browser automation platform for developers who need reliable scrapers, crawlers, RPAs, and AI agents at scale — without the overhead of manually maintaining them. You build automations in TypeScript or Python with Playwright, or describe them in natural language and let the Intuned Agent generate, test, and self-heal the code. The platform provides built-in stealth (CAPTCHA solving, proxies), authentication session management, scheduling via Jobs, monitoring with full traces, and scalable infrastructure. Deployed code is always editable and yours to own. Intuned also supports external AI agent frameworks like Anthropic Computer Use, OpenAI CUA, Stagehand, and Browser-use. The free tier (3 compute hours, 10 job runs, 7-day retention) lets you evaluate, while paid plans ($25/mo Developer, $120/mo Startup, Custom Enterprise) unlock higher limits, larger machines, and SSO. Recently launched Selector Forge — an AI browser extension for crafting resilient CSS/XPath selectors. Compared to no-code tools like Parsehub, Intuned requires coding but offers deeper control and automation resilience.
Behind the Verdict
Intuned fills a specific gap in the browser automation market: it gives developers the control of writing raw Playwright code while offloading the maintenance burden to an AI agent. The Intuned Agent isn't just a code generator — it runs in a real browser context, validates against live pages, and can auto-fix failures when sites change. This self-healing capability is the core differentiator versus traditional scraping frameworks like Puppeteer or Playwright alone. The platform also handles authentication (AuthSessions) and stealth (proxies, CAPTCHA solving) out of the box, saving significant setup time. Strengths: The agent-backed build and maintenance cycle is genuinely useful for teams running many scrapers. The ability to mix deterministic code with AI-driven steps (external agents) adds flexibility. Integrations with cloud storage (S3, R2, Supabase) and automation tools (n8n) make data delivery straightforward. The CLI and online IDE support local and remote development. Weaknesses: The free plan is very limited (3 compute hours, 1 machine per project, 7-day retention), making serious evaluation require a paid plan. Overage costs ($0.12/hour compute, $0.12/run) and machine surcharges (Large +$0.18/hour, XL +$0.48/hour) can surprise high-volume users. AI credits are capped monthly ($10 on Developer, $40 on Startup), and bringing your own API key is not currently supported. The platform is not for non-developers — the code-first approach assumes familiarity with TypeScript/Python and browser automation concepts. Enterprise features like SSO are only in the highest tier. Where it fits: Teams building and maintaining 10+ scrapers or RPAs that need to handle site changes automatically. AI engineers deploying LLM-driven browser agents at scale. Data teams needing reliable crawling with monitoring. Where it doesn't: Simple one-off extractions (overkill). Non-developers wanting point-and-click tools. Teams that need very low-cost high-volume scraping (consider simpler proxy rotation services). Users needing desktop RPA (local apps).
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Real-world workflow fit
Concrete scenarios for the personas Intuned actually fits — and what changes day-one when you adopt it.
You need to scrape product names, prices, and availability daily from a competitor's site that uses anti-bot measures and frequent layout changes.
Outcome: You describe the scraper to Intuned Agent, which generates Playwright code with stealth mode. Enable self-healing; when the site updates its CSS, the agent detects the failure and fixes selectors automatically. Data is delivered via webhook to your database.
You need to visit hundreds of business profile pages, extract contact info using an LLM, and log into portals that require authentication.
Outcome: You build a Python automation that uses Anthropic Computer Use for decision-making and Intuned's AuthSession for login. Deploy as an API endpoint with concurrency control. Intuned handles scheduling, stealth, and monitoring. Each run records traces for debugging.
You have a legacy web-based CRM that requires multi-step navigation and report downloads to export data. Manual export takes hours.
Outcome: You write a Playwright script to log in, navigate to reports, download CSVs, and upload to AWS S3. Wrap it as an Intuned Job running nightly. The Intuned Agent assists with initial script generation and fixes selectors if the CRM UI changes.
Use Cases
- Scrape product listings from e-commerce sites and sync to a database via webhook
- Automate form submission on a vendor portal that lacks an API
- Schedule daily crawling of government job boards and store results in S3
- Run an AI agent that extracts competitor pricing from multiple sites with stealth
- Migrate data from a legacy CRM by automating browser navigation and report downloads
- Deploy a self-healing scraper that monitors a site for changes and notifies your team
Models Under the Hood
as of 2026-07-05
Limitations
- Free plan is severely limited (3 compute hours, 1 machine per project, 7-day retention).
- Overage compute costs $0.12/hour on Developer plan, $0.10/hour on Startup.
- AI credit is capped monthly ($10 trial; $10/mo Developer; $40/mo Startup).
- Large and XL machines incur surcharges (e.g., +$0.18/hour Large on Developer).
- Not a no-code tool; requires familiarity with TypeScript or Python and browser automation concepts.
- Bringing your own API key for AI credits is not supported (must use Intuned AI credits).
as of 2026-07-05
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Intuned tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Free
$0/mo
Ideal for
Individual developers evaluating Intuned with lightweight scraping needs (up to 10 job runs, 3 compute hours).
What this tier adds
Entry point: 3 compute hours, 1 machine per project, 7-day retention. No overage — caps apply.
Developer
$25/mo
Ideal for
Solo developers or small teams building moderate-scale automations with 100 compute hours/month and support for Large/XL machines.
What this tier adds
Adds 100 compute hours, 5 machines per project, 100 job runs, 30-day retention, and access to larger machines (with surcharges).
Startup
$120/mo
Ideal for
Production teams needing 500 compute hours, 15 machines per project, and priority email support at a lower overage rate.
What this tier adds
Increases compute to 500 hours, 15 machines per project, 400 job runs, $40 AI credit, lower overage rates ($0.10/hr compute, $0.10/run).
Enterprise
Custom
Ideal for
Large organizations requiring custom limits, SSO/SAML, dedicated support, and compliance controls.
What this tier adds
Custom compute and machine limits, volume pricing, dedicated onboarding, SSO, custom data retention and regions, priority architecture reviews.
Where the pricing makes sense
The company stage and team size where Intuned's pricing actually pencils out — and where peers do it cheaper.
Intuned's pricing fits developers and small teams who need moderate automation scale without managing infrastructure. The free tier is for exploration only; serious use starts at $25/mo Developer (100 compute hours, 5 machines per project). For high-volume needs, the Startup plan ($120/mo) offers volume discounts and lower overage rates. Compared to no-code tools like Octoparse ($89/mo for basic features) or scraping APIs like ScrapingBee ($49/mo for 100k API credits), Intuned offers more
Setup time & first value
How long it actually takes to get something useful out of Intuned — broken out by persona, not the marketing-page minute.
For developers familiar with TypeScript/Python and Playwright, you can have a basic scraper running in under 30 minutes using the CLI or online IDE. Using Intuned Agent to generate a scraper from a prompt typically takes 30–60 minutes for the agent to produce and test code. Advanced setups (auth, scheduling, integrations) may take a few hours. The learning curve is moderate — you need to
Switching to or from Intuned
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Playwright/Puppeteer local scripts: wrap your existing scripts in an Intuned Project, add the Intuned runtime SDK imports, and configure AuthSessions if needed. Deploy via CLI or IDE.
- ↗To custom infrastructure: export your Intuned Project code (TypeScript/Python with Playwright) and run it on your own servers or CI. Remove Intuned-specific wrappers like AuthSession and stealth. Data stored in S3/R2
Integrations
Resources & Guides
Official links
Tools that pair well with Intuned
Common stack mates teams adopt alongside Intuned, with the specific reason each pairing earns its keep.
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