Airtop Agents
Airtop compiles plain-English browser automations into deterministic AI agents that run on schedules and heal themselves.
If your team runs the same browser-based workflows every week — lead enrichment, invoice reconciliation, Google Ads management — Airtop's compiled agents are worth evaluating. The August 2026 self-healing release makes failed runs less of a time sink, and the credit model rewards repeatable volume. Compared with reasoning-heavy agent frameworks or point tools like Zapier (API-only) and Browserbase-style developer primitives (no compiled workflow layer), Airtop sits in the middle: less DIY than a raw browser SDK, more browser-native than an iPaaS. Watch the pricing jump from Starter at $29/mo to Professional at $189/mo — that step is the main reason a mid-size team stalls.
Verified 24d ago · liveness 83/100 · cite: rightaichoice.com/tools/airtop-agents
- Marketing teams automating lead generation, competitive intelligence, and Google Ads campaign building
- Sales ops teams enriching leads and keeping CRM records current without manual copy-paste
- Finance teams reconciling invoices and extracting data from legacy accounting portals
- RevOps professionals automating multi-tool workflows across systems with and without APIs
- Users who need real-time interactive agent chat or conversational AI
- Teams whose entire stack is API-first and never need browser automation
- Projects requiring highly creative, open-ended generative tasks
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Skip Airtop if your workflows are all API-first and simple enough to script directly, or if you need a real-time conversational agent rather than scheduled, compiled browser automations.
Credit consumption is the real bill — a heavy browser workflow can burn through your monthly credit allotment and push you into a higher tier or overage.
Free (1,000 credits, 3 sessions, 1 agent) fits solo evaluation. Starter at $29/mo fits a small team running a handful of repeatable workflows. Professional at $189/mo and Enterprise at $558/mo are priced for teams that need 30–100 simultaneous sessions and dozens of deployed agents. For pure API automation, Zapier or Make are cheaper; for browser-agent developer primitives, Browserbase-style pay-as-you-go is a lower entry cost.
In short
Airtop Agents — Airtop compiles plain-English browser automations into deterministic AI agents that run on schedules and heal themselves. Best for Marketing teams automating lead generation, competitive intelligence, and Google Ads campaign building, Sales ops teams enriching leads and keeping CRM records current without manual copy-paste, Finance teams reconciling invoices and extracting data from legacy accounting portals. Free to start; paid plans from $29/mo.
What's new in Airtop Agents
Checked todayAcross the latest 10 updates: 1 feature update and 9 community discussions.
How Do I Handle 2FA in Browser Automation?
Airtop guide on handling 2FA in browser automation, aimed at GTM engineers pairing Claude with a compiled browser agent.
How Do You Keep Web Automation From Getting Flagged as a Bot?
Airtop post covering bot-detection avoidance tactics for GTM engineers running compiled browser agents alongside Claude.
Browser Automation: A Buyer's Guide
Airtop buyer's guide to browser automation tools, written for GTM engineers and operators pairing Claude with compiled browser agents.
Agent Reliability: A Buyer's Guide
Airtop buyer's guide on agent reliability, covering how to evaluate and reduce unattended failures in production agents.
Why Is Claude so Expensive?
Airtop argues reasoning-model cost stems from repeated re-planning, positioning compiled browser agents as the cheaper execution layer.
Top 7 Browser Automation Tools
Airtop roundup comparing seven browser automation tools for GTM engineers and operators.
How To Build a Reliable AI Agent
Airtop walkthrough on building reliable AI agents, aimed at GTM engineers pairing Claude with a compiled browser agent.
Getting Started With Automated Browser Testing
Airtop guide to automated browser testing for login and portal checks, aimed at marketers and GTM engineers.
Why You Can't Use Claude To Aggregate News And Listings
Airtop argues recurring aggregation of news and listings needs real browser execution, not just a reasoning model.
Airtop Agents self-healing released
Self-healing detects eligible failed agent runs, prepares a tested repair draft for review, and can auto-pause agents that keep failing. On by default.
What people actually say about Airtop Agents — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
22 mentions across 2 sources (YouTube, Product Hunt) · researched Jul 3, 2026.
Average across the 2 sources that answered — each source counts once, not each post.
- +Plain English agent creation lowers barrier for non-technical marketers.
- +Compiled execution promises deterministic behavior with fewer hallucinations than prompt-based agents.
- +Handles sites behind logins without needing API access — a genuine niche.
- +Built-in proxy rotation helps evade bot detection on target websites.
- +Freemium entry at $0 allows low-risk trial of basic workflows.
- −Live view hangs during runs, undermining real-time feedback.
- −Most tutorials require n8n, not standalone use — confusing for beginners.
- −Community activity is very low — hard to find help when stuck.
- −Claims of 99x cheaper / 6x faster are unvalidated by independent users.
- −No evidence of robust error handling or recovery in compiled agents.
- • No published pricing for Pro tier forces users to contact sales after trial.
- • Potential overage charges for bulk execution beyond plan limits are unstated.
Viability Score
How well maintained and how widely used is Airtop Agents? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →Key Features
- Compiles plain-English workflows into deterministic, reusable code (agent.ts define blocks)
- Up to 100x more efficient to run than uncompiled LLM agents, per vendor
- Runs agents on schedules or event triggers
- Authenticated cloud browsing behind logins and inside legacy portals
- Self-healing: failed runs generate tested repair drafts, live agent unchanged until approved
- Auto-pause agents after repeated failures with configurable threshold
- Real-time observability into every action, log, and result
- Mark: AI GTM agent that creates marketing plans and builds agents
- Native Google Ads automation: keyword research, campaign build, optimizations, scheduled audits
- CAPTCHA solving, password vault, and built-in proxies for bot detection avoidance
- API key vault so agents use keys immediately without a connector
- REST & GraphQL API access, OAuth, API keys, webhooks, and SDKs
- Pre-built integrations for HubSpot, Google Ads, Google Sheets, Gmail, Slack, Airtable
- Up to 100 simultaneous sessions on the Enterprise plan
- SOC 2 Type II certified, HIPAA compliant, per-session encrypted environments
About Airtop Agents
Airtop is a web automation platform that turns plain-English workflow descriptions into deterministic AI agents. Instead of reasoning at every step, Airtop compiles the automation into reusable code at build time — the company says this is up to 100x more efficient to run than uncompiled LLM agents and reduces hallucinations. Agents run on schedules or event triggers and can operate anywhere on the web, including behind logins and inside legacy portals, using cloud browsers equipped with CAPTCHA solving, a password vault, and built-in proxies. Three entry points exist: Agent Builder (describe a workflow in chat), Mark (an AI employee for marketers that creates GTM plans and builds agents), and Web Automation (add browser automation to agents you already run in Claude, n8n, Make, or Codex). In August 2026 Airtop shipped self-healing agents: failed runs get tested repair drafts, the live agent stays unchanged until you approve a fix, and agents auto-pause after repeat failures at a configurable threshold. Airtop suits marketing, sales, finance, and RevOps teams that need repeatable automation across systems with or without APIs — pre-built integrations cover HubSpot, Google Ads, Google Sheets, Gmail, Slack, and Airtable.
Behind the Verdict
Airtop's core bet is that reliability beats reasoning for repetitive web work. You describe a workflow; Agent Builder compiles it into reusable code (the homepage shows an agent.ts define block) so the runtime cost is a fraction of an uncompiled LLM agent that re-reasons at each step. For scheduled, repeatable jobs — keyword research and Google Ads campaign builds, invoice reconciliation from vendor portals that have no API, lead enrichment across multiple data providers — that architecture is a real advantage, and it is the reason Airtop positions against conversational agents rather than against RPA incumbents. The August 2026 self-healing update is the most consequential change: failed runs generate tested repair drafts, the live agent is untouched until you approve, and agents auto-pause after repeat failures at a threshold you configure. Combined with real-time observability into every action, log, and result, that makes the failure loop far less manual than typical scripted browser automation. Mark is a second differentiator — a GTM-focused agent that builds the automations for marketing teams who would otherwise not touch an agent builder at all. Native Google Ads automation (research, campaign build, optimizations, scheduled audits) is a strong vertical wedge, though spend changes require human approval — a sensible guardrail. Where Airtop does not fit: it is not a general chatbot or real-time conversational agent, and it is overkill for API-first teams or one-off ad-hoc jobs. The credit model means you need to forecast usage; the Free tier's 3 simultaneous sessions and 1 deployed agent will be tight beyond a proof-of-concept, and the Starter-to-Professional gap ($29 to $189) is steep unless you actually need 30 simultaneous sessions. Browser automation is inherently slower than an API call for simple tasks. If your stack is fully API-first and your workflows are simple, an iPaaS or direct API scripting will be cheaper and faster.
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Real-world workflow fit
Concrete scenarios for the personas Airtop Agents actually fits — and what changes day-one when you adopt it.
Use Mark to create a GTM plan, then describe a Google Ads keyword-research and campaign-build workflow in Agent Builder; Airtop compiles it and runs it on a schedule, with spend changes held for human approval.
Outcome: New campaign drafts and keyword sets land weekly without anyone logging into Google Ads manually, and budget changes stay under human sign-off.
Build an agent that logs into vendor portals that have no API, downloads invoices, extracts line items against a schema, and posts results into the accounting system via REST or a webhook.
Outcome: Invoice reconciliation runs on a schedule; when a portal layout changes and a run fails, self-healing produces a tested repair draft for approval instead of a broken script.
Add web automation to an agent already running in n8n, Make, Claude Code, or Codex via Airtop's Web Automation entry point and API key vault, rather than rebuilding the whole flow in Agent Builder.
Outcome: Authenticated browser steps — forms, downloads, behind-login portals — become available to the existing agent without migrating the rest of the workflow.
Use Cases
- Research, build, and publish Google Ads campaigns via chat with Mark — keywords, copy, and scheduled audits, with spend changes behind human approval.
- Triage incoming sales leads by researching companies and assigning lead scores on a schedule.
- Enrich a list of website visitors with contact data from multiple providers where no API exists.
- Reconcile invoices from vendor portals that lack APIs, moving data into your accounting system.
- Retrieve statements and payroll/timesheet data from old systems that were not built for automation.
- Monitor competitor pricing and adjust your own pricing automatically.
- Keep CRM records current without manual copy-paste between tools.
- Schedule pipeline reporting across the funnel with daily email summaries.
Models Under the Hood
as of 2026-10-01
Limitations
- The LLM underpinning build-time compilation is never named in the evidence; Airtop only describes an unnamed LLM that compiles conversation into code-first agents.
- Pricing is credit-based (Free 1,000 credits, Starter 30,000, Professional 225,000, Enterprise 775,000) with a recurring credit-consumption trial rather than a fixed-length trial.
- Simultaneous sessions and deployed agents are capped by tier (Free 3 sessions/1 agent; Starter 3/10; Professional 30/30; Enterprise 100/unlimited).
- Integrated Proxy begins on Starter and Custom Proxy on Professional, so proxy/bot-detection avoidance is not available on the Free tier.
as of 2026-09-14
Verification history
We have re-verified Airtop Agents 7 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 7 verification passes.
Free to cite with attribution — this page re-verifies continuously.
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 Airtop Agents 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
Solo evaluator or developer kicking the tires on one agent before committing budget.
What this tier adds
Starting free entry point: 1,000 credits, 3 simultaneous sessions, 1 deployed agent, plus a 10,000 one-time credit bonus and a 7-day Mark trial.
Starter
$29/mo
Ideal for
Small team running a handful of repeatable browser workflows with an integrated proxy.
What this tier adds
Adds 30,000 credits, 10 deployed agents, integrated proxy for CAPTCHA and bot-detection avoidance, and Airtop support over Free.
Professional
$189/mo
Ideal for
Scaling marketing, sales, or finance team running many agents concurrently.
What this tier adds
Adds 225,000 credits, 30 deployed agents, 30 simultaneous sessions, custom proxy, and Mark included versus Starter.
Enterprise
$558/mo
Ideal for
Large or regulated organization needing compliance documentation and high concurrency.
What this tier adds
Adds 775,000 credits, unlimited deployed agents, 100 simultaneous sessions, and the SOC 2 Type 2 report on top of Professional.
Custom
Custom
Ideal for
High-volume or unusual workloads that need negotiated credits, concurrency, or volume pricing.
What this tier adds
Quote-based tier with custom credits, custom simultaneous sessions, volume pricing, and Mark included.
Where the pricing makes sense
The company stage and team size where Airtop Agents's pricing actually pencils out — and where peers do it cheaper.
Free (1,000 credits, 3 sessions, 1 agent) fits solo evaluation. Starter at $29/mo fits a small team running a handful of repeatable workflows. Professional at $189/mo and Enterprise at $558/mo are priced for teams that need 30–100 simultaneous sessions and dozens of deployed agents. For pure API automation, Zapier or Make are cheaper; for browser-agent developer primitives, Browserbase-style pay-as-you-go is a lower entry cost.
Setup time & first value
How long it actually takes to get something useful out of Airtop Agents — broken out by persona, not the marketing-page minute.
Free and Starter users can spin up a first agent in about five minutes per the vendor's own 'spin up your first agent in five minutes' claim, using an agent template or the quick start guide. A production workflow that touches a legacy portal or multiple systems typically takes longer to tune, because you need to validate logins, schemas, and failure handling. Adding Airtop's web automation to an
Switching to or from Airtop Agents
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From manual browser copy-paste: Describe the repeated steps in Agent Builder chat and let Airtop compile and test the automation.
- →From Zapier or Make API-only flows: Keep the API-based steps and add Airtop via its n8n, Zapier, or Make connection for the browser-only parts.
- →From a scripted Selenium/Puppeteer job: Rebuild the workflow in Agent Builder so failed runs self-heal instead of silently breaking when a page changes.
- ↗To direct API scripting: Export the logic conceptually by mapping each agent step to the provider's REST or GraphQL endpoint, then move off credits to fixed infrastructure.
- ↗To a general browser-agent SDK: Rebuild the workflow as code if you need lower-level control and don't value compiled workflow, self-healing, or the built-in proxy and vault.
Integrations
Resources & Guides
Tutorials & Learning
Airtop Agents Quickstart: The First Conversational Web Automation Builder
Airtop
How to Use Airtop Web Agents in n8n: Agentic Web Browsing Automation
Airtop
I Built the Ultimate Browser Agent with No Code (n8n + Airtop)
Nate Herk | AI Automation
YouTube returned 6 videos for “Airtop Agents”, and we withheld 3: 3 did not mention Airtop Agents. Showing the 3 we can prove are about Airtop Agents.
Official links
Tools that pair well with Airtop Agents
Common stack mates teams adopt alongside Airtop Agents, with the specific reason each pairing earns its keep.
Notable
Notable runs healthcare AI agents that automate patient access, revenue cycle, care operations, and contact center work.
happycapy
Agent-native computer in your browser — delegate tasks to AI agents without touching a terminal.
Skyvern
Open-source AI browser agents that log in, solve CAPTCHAs, and complete workflows on any site without selectors.
Featured Head-to-Head Comparisons
Airtop Agents vs Presto Voice
Presto Voice and Airtop Agents serve entirely different domains and are not direct competitors. Presto Voice is purpose-built for QSR drive-thru automation, while Airtop Agents is a general-purpose web automation platform for GTM teams. Choose Presto if you operate a multi-location QSR chain; choose Airtop if you need to automate lead generation and sales workflows on the live web.
Airtop Agents vs Locus Robotics
These tools serve fundamentally different domains: Locus Robotics is for physical warehouse automation, while Airtop Agents is for digital web automation. A buyer choosing between them likely has a specific use case—either warehouse productivity or GTM process automation—so the decision hinges on which problem you need to solve. Both are powerful in their niches, but they are not competitors.
Airtop Agents vs Truleo
These tools serve completely different markets. Truleo is a specialized intelligence platform for law enforcement, connecting siloed crime data and automating paperwork. Airtop Agents is a general-purpose web automation platform for GTM teams. Choose Truleo if you're a police agency; choose Airtop if you need to automate browser tasks behind logins across marketing, sales, or operations.
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