Airtop

Automate your work with just words

4.7•7 reviews•

1.8K followers

Automate your work with just words

4.7•7 reviews•

1.8K followers

Visit website

Automation tools

•

AI Workflow Automation

•

No-Code AI Agent Builder

Airtop is a conversational web agent builder. It lets you create AI agents that can log in, browse any website, extract data, and complete tasks - just by describing what you want in plain English. No code, no workflows, no APIs. Just words.

This is the 4th launch from Airtop. View more

Mark by Airtop

Launching today

Vibe automation for solo marketers

Give Mark your website and it researches your business, creates a personalized GTM plan, and builds web agents that automate lead gen, enrichment, outbound, SEO, and Google Ads campaigns. Using Mark is like vibe coding, but for sales and marketing campaigns. Built on Airtop's Agent Builder platform, Mark compiles every automation into deterministic code, so its agents run reliably and 10-100X cheaper than LLM-per-step agents. Real marketing automations, built just by typing.

Free Options

Launch tags:Sales•Marketing•Artificial Intelligence

Launch Team / Built With

Framer AI AgentsDesign and publish professional sites with AI

Promoted

Airtop

Maker

📌

We built Mark because the existing marketing options were bad.

When we launched our own product and tried to go to market, everything about it was complicated. Marketing is fractured across SEO, content, outbound, social, and paid ads, and the tooling is so fragmented you practically need a go-to-market engineer just to wire a dozen subscriptions together. The alternative was an agency: $10K+ a month, and a lot of weekly meetings that eat up time.

So we built the marketing employee we wished we could hire. We’ve used Mark to automate large parts of Airtop's own marketing, including our Google Ads. Now we want to give him to everybody.

Most marketing tools in this space fail in one of three ways:

❌ Chatbots that ideate, then leave you to do all the actual work.

❌ Automation platforms that hand you building blocks, a dozen integrations to wire up, and zero marketing expertise.

❌ LLM-based agents that are unreliable and cost a fortune to run at scale.

Meet Mark 🚀

🔷 He researches your company deeply, crafts a personalized go-to-market plan, then builds web agents to execute it: SEO, lead generation, social, even paid ads.

🔷 Batteries included. Waterfall contact databases, email verification, enrichment, LinkedIn intelligence, are built in, so you can cancel your other subscriptions. Mark also has access to his own web browser: he can log into websites, fill out forms, and post on social media.

🔷 Built with training from real experts. Talking with Mark is like talking with a highly knowledgeable marketing consultant.

🔷 10x faster and 10-100x cheaper to run than LLM-based solutions. Mark uses intelligence to build reliable agents, then compiles them into executable code, like traditional software.

Who is this for?

Founders, lean teams, and solo marketers who don’t have the time, budget, or patience for a traditional marketing agency or complicated marketing automation tools.

🔗 Get started today

Try Mark free at airtop.ai/mark. Use the code MARKPH26 for one free month of Airtop’s Starter plan, which includes a 14 day trial of Mark.

Have a chat with Mark about your business, and see how he can take the pain out of going to market.

We are here all day. Ask us anything!

Report

2d ago

The GTM plan is the part that demos well, but generating a plan is the easy 20%. The thing I'd want to know building this kind of agent: does Mark close the loop on what actually converted, weeks later and through noisy attribution, and revise? Or is it generate-once? A plan a solo marketer can't measure against gets abandoned by week two.

Report

5h ago

Airtop

Maker

@dipankar_sarkar Great point, building the agents is exactly where Mark shines, it uses the Airtop platform so agents are reliable and cheap to run. Our secret sauce: we compile intent into code that runs like software, using LLMs only when needed. 1% of the cost, 10x faster, and the same result every time.

Report

5h ago

Airtop

Maker

@dipankar_sarkar Great question! You can ask Mark to check the results of the agents at regular intervals, and then modify the agents if needed. You can also chat with Mark at any time to review results and optimize.

Report

3h ago

"no APIs, just words" is a strong claim for browser agents specifically because most sites don't have an API to begin with. that's the actual gap browser automation fills, the long tail of internal tools and dashboards that were never built with integration in mind. how does it handle sites with heavy bot detection though? logging in and browsing like a human is exactly the pattern most anti-bot systems are tuned to catch.

Report

4h ago

Airtop

Maker

@shubham4real Exactly right, that long tail of internal tools and dashboards with no API is the whole reason browser automation exists. It's where the real repetitive work lives and where most integrations were never going to happen.

On bot detection: you're pointing at the hardest part, and it's most of the engineering. A big chunk of Airtop is the execution layer built for exactly this: a managed cloud browser fleet with real browser fingerprints, residential IPs, and handling for auth, 2FA, and CAPTCHA. The goal isn't to "look human" as a trick, it's to actually run in a real browser environment so the traffic is genuine rather than a headless signature.

Report

3h ago

Compiling intent into code is the right instinct, we landed in the same place: re-deriving the same plan with an LLM on every run is what kills reliability. Where it got hard for us was the genuinely non-deterministic steps, like 'is this reply a real lead or a bounce', you can't compile the judgment out. So the interesting line is compiled-vs-LLM: does Mark let the author pin certain steps as always-LLM, or does the compiler decide that itself?

Report

4h ago

Airtop

Maker

@dipankar_sarkar Great question. The agent builder decides that itself.

Report

3h ago

Fair, as long as the builder calls that right. The step I'd want to override is the judgment one, like is-this-reply-a-real-lead. Your monitoring layer confirms a step completed, but a classifier can complete perfectly cleanly and still be wrong, and compiling it hides that failure mode. Can the author pin a specific step to stay LLM-evaluated on every run instead of letting it get compiled down to fixed code?

Report

2h ago

Airtop

Maker

Hello @dipankar_sarkar , on the initial prompt of the agent or during agent building time, you can provide the agent builder with information on how to steer the agent code. If you provide enough information for certain steps to be validated via an LLM, the agent can do so.

Report

2h ago

Got it, so it's steer-at-build-time. The thing I keep bumping into: declaring upfront which steps stay LLM-validated assumes I already know where the judgment gets hard, but the is-this-a-real-lead call goes wrong on the ambiguous 5% I can't enumerate in advance. What I'd really want is a step that re-checks itself at runtime when its own confidence drops, not a static flag set at build. Is that on the roadmap, or is build-time steering the model you're committed to?

Report

1h ago

Airtop

Maker

@dipankar_sarkar Awesome question. You don't need to enumerate anything in advance, just describe the expected behavior. The idea is not to eliminate all usage of the LLM but to code the parts that are consistent and definitely do not require an LLM. Ping with your use case and I will help you to get the agent running.

Report

26m ago

Automating outbound and Google Ads straight from a website scrape is the part I'd watch closely - if Mark's GTM read of the business is slightly off, you're not just wasting time, you're burning ad spend and sending outbound copy that misrepresents what the company does. Is there a review step before Mark actually starts spending or emailing on your behalf, or does it go straight from plan to live campaign?

Report

1h ago

Airtop

Maker

@galdayan Yes, there's a review process before campaigns go live. For Google Ads, Mark makes its suggestions based on built-in context and the research it does (including keyword research) but it confirms all of this with you before launching a campaign. You could put Mark mostly on autopilot to build a Google Ads campaign, but it will still build the campaign as a draft – you will still need to push the big red button in your Google Ads account to make the campaign go live. So human review is still an important part of the process to avoid the problems you're describing, but Mark handles most of the busywork.

Report

30m ago

Airtop

Maker

@galdayan it doesn't go straight from plan to live campaign, there is a copy approval phase and it can also generate drafts for one-by-one approval

Report

17m ago

1 2

#4 Remote work Product of the Year

More recipients →

Previous Airtop Launches

Airtop AgentsCreate AI Web Agents with Just Words

Launched on October 30th, 2025

Airtop AuthAutomate web tasks on authenticated sites

Launched on February 5th, 2025

SwitchboardWork side-by-side, even when you’re not in the same room

Launched on May 2nd, 2022

Forum Threads

p/airtop

•

5mo ago

Featured

Airtop is nominated for an Orbit Award in AI Workflow Automation!

Airtop often shows up when workflows need to interact with real interfaces, not just APIs. The kind of automation that feels closer to how humans actually work.

If Airtop is doing real work for you, tell us what that looks like. What task did it finally take off your plate?

p/airtop

•

1yr ago

Featured

AMA with Amir Ashkenazi founder of Airtop, Adap.tv, and Shopping.com

Hi everyone! Pretty exciting to be doing this on the same day forums is launching. A little bit about me - Currently the founder of Airtop, previously known as Switchboard. I previously founded Adap.tv, which AOL acquired in 2013 and prior to that co-founded Shopping.com, which went public and later sold to eBay. I'm now focusing on helping devs automating web tasks with AI-powered cloud browsers that seamlessly handle authentication. I'm happy to help answer any questions about AI automation, how I view the future of AI and work, why automation matters, knowing when to pivot, building successful companies, and any advice I can share for future founders. Really feel free to ask me anything!

p/airtop

•

1yr ago

Running Batch Tasks with AI Without Wasting Credits

Hi!

I ve been exploring Airtop and I see huge potential for task automation using AI agents especially for repetitive workflows like form filling or actions in systems without an API.

One thing I noticed is that each time the agent performs the same action (like registering multiple people), it reprocesses the task from scratch, consuming credits for each new step, even though the logic is exactly the same.

My suggestion:

View all

Forum Threads

p/airtop

•

5mo ago

Featured

Airtop is nominated for an Orbit Award in AI Workflow Automation!

Airtop often shows up when workflows need to interact with real interfaces, not just APIs. The kind of automation that feels closer to how humans actually work.

If Airtop is doing real work for you, tell us what that looks like. What task did it finally take off your plate?

p/airtop

•

1yr ago

Featured

AMA with Amir Ashkenazi founder of Airtop, Adap.tv, and Shopping.com

p/airtop

•

1yr ago

Running Batch Tasks with AI Without Wasting Credits

Hi!

I ve been exploring Airtop and I see huge potential for task automation using AI agents especially for repetitive workflows like form filling or actions in systems without an API.

My suggestion:

View all

We built Mark because the existing marketing options were bad.

So we built the marketing employee we wished we could hire. We’ve used Mark to automate large parts of Airtop's own marketing, including our Google Ads. Now we want to give him to everybody.

Most marketing tools in this space fail in one of three ways:

❌ Chatbots that ideate, then leave you to do all the actual work.

❌ Automation platforms that hand you building blocks, a dozen integrations to wire up, and zero marketing expertise.

❌ LLM-based agents that are unreliable and cost a fortune to run at scale.

Meet Mark 🚀

🔷 He researches your company deeply, crafts a personalized go-to-market plan, then builds web agents to execute it: SEO, lead generation, social, even paid ads.

🔷 Built with training from real experts. Talking with Mark is like talking with a highly knowledgeable marketing consultant.

🔷 10x faster and 10-100x cheaper to run than LLM-based solutions. Mark uses intelligence to build reliable agents, then compiles them into executable code, like traditional software.

Who is this for?

Founders, lean teams, and solo marketers who don’t have the time, budget, or patience for a traditional marketing agency or complicated marketing automation tools.

🔗 Get started today

Try Mark free at airtop.ai/mark. Use the code MARKPH26 for one free month of Airtop’s Starter plan, which includes a 14 day trial of Mark.

Have a chat with Mark about your business, and see how he can take the pain out of going to market.

We are here all day. Ask us anything!

Airtop

Automate your work with just words

Automate your work with just words

Mark by Airtop

Previous Airtop Launches

Forum Threads

Airtop is nominated for an Orbit Award in AI Workflow Automation!

AMA with Amir Ashkenazi founder of Airtop, Adap.tv, and Shopping.com

Running Batch Tasks with AI Without Wasting Credits

Previous Airtop Launches

Forum Threads

Airtop is nominated for an Orbit Award in AI Workflow Automation!

AMA with Amir Ashkenazi founder of Airtop, Adap.tv, and Shopping.com

Running Batch Tasks with AI Without Wasting Credits

What's great

What needs improvement

What needs improvement

What's great

What needs improvement

What needs improvement