Airtop
p/airtop
Scrape and control any site with AI-powered cloud browsers
Amir Ashkenazi

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

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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!
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Rajiv Ayyangar

You pivoted from a virtual office ( Switchboard ) which seemed really compelling and timely with the pandemic, and had significant traction. I've personally felt the struggle of whether to pivot with a similar company, @Tandem . How did you navigate knowing when to pivot, and then how did you approach finding this new direction?

Amir Ashkenazi
@rajiv_ayyangar Great question and one of the most difficult aspects of building a company. Here is my take... as entrepreneurs, we have a story we tell the world about the problem we solve and how we’ll build a great business around it. As we progress, we gather more data points that shape our understanding of the market and our story. When you stop believing your own story, it’s time to pivot! Finding the new path isn’t all that different from finding a startup idea in the first place—it’s about identifying a real problem, testing assumptions, and iterating until something clicks :-)
Gabe Perez

Do you think AI with authentications will eventually replace assistants and interns? How do you see this tech impacting entry-level or operational-type workers? I feel like it could help them but... some of the thing I've seen this tech do almost feels like maybe replace some of them?

Amir Ashkenazi
@gabe It's easy to feel pessimistic about the future of the job market. While some job types will inevitably be eliminated, I’m actually very optimistic about AI’s overall impact. AI is elevating every job, shifting our mindset from simply completing tasks to thinking in terms of workflows and processes. Take sales, for example—it's no longer just about writing the next email to a customer; it's about designing a playbook that consistently generates and closes deals. I'm also excited about how AI is lowering barriers for those who want to build new things. The gap between an idea and a fully built product, app, or technology is shrinking—and that's a great thing.
steve beyatte
@gabe @amir_ashkenazi But do you think with AI/automation enabling more productivity per employee that companies will hire fewer people?
Amir Ashkenazi
@gabe @steveb Yes, this is a massive disruption. Some jobs are being completely eliminated, while others—like software engineering—are becoming exponentially more efficient, with one person able to do the work of ten. We’re already seeing companies announce hiring slowdowns for software engineers. But I also believe AI will expand the economy, create new types of job, and lower the barriers to starting new companies. As with any revolution, it is important to position yourself on the right side of it...
Mike Kerzhner

@amir_ashkenazi Thank you for hosting the AMA! How do you think about the web automation via AI race right now? Airtop, OpenAI Operator, and Claude Computer Use are the products that come to mind. How would you break down the space and what's your prediction on how the race will shake out.

Amir Ashkenazi
Hey @mikekerzhner, so happy to be here! I love the product and community you build. That’s truly a billion-dollar question. I won’t try to predict exactly how AI will evolve, but I’ll share some core assumptions I believe in. First, AI is completely transforming web automation. The days of manually selecting elements in a DOM tree and dealing with brittle scripts that break when a page layout changes are numbered. Platforms like Airtop already make it possible to automate anything on the web using natural language. Second, the demand for web automation will only grow. We’ll each have dozens of AI agents and automations running in the background, handling tasks on our behalf. These agents will need reliable web access to gather information and take actions, meaning a much larger share of internet traffic will come from machines, not humans. As for competition, even slight differences in philosophy or development lead to different products optimized for different use cases. I believe you’ll choose Airtop for some, and OpenAI Operator or Claude’s tools for others. But, of course, I still have to prove it.
Mike Kerzhner
@amir_ashkenazi thanks, love the answer. As an engineer, I truly hope that 2025 is the last year I write a Playwright or Selenium test.
Amir Ashkenazi
@mikekerzhner let's make February the last month you write a Playwright or Selenium test...
Dave Faliskie
What was the most recent thing you were "wowed" by related to AI?
Amir Ashkenazi
@davefaliskie tools like Replit and Lovable absolutely wow me. At least until they get stuck on something, and then I need to debug the code... :-)
Dave Faliskie
@amir_ashkenazi Nice those are on my list to checkout, I definitely will now
steve beyatte
What are some of the coolest things people are using Airtop for?
Amir Ashkenazi
@steveb we're mostly focused on selling to businesses, so most of the use cases are about increasing revenue, finding new customers, and automating internal processes. But I also love seeing how individuals use it for their own benefit. One of my favorite use cases is searching for a job and applying automatically. If AI is taking your jobs, it might as well find new ones for us...
Aaron O'Leary

You’ve built and scaled multiple successful companies across different technological waves—e-commerce, ad tech, and now AI automation. Looking back, what patterns have you noticed in how emerging technologies transition from niche innovation to mass adoption?

Amir Ashkenazi
@aaronoleary great question... Looking back, a few patterns stand out in how emerging technologies move from niche innovation to mass adoption. First, there’s always an early phase where the technology is powerful but not yet accessible—only experts or highly technical teams can leverage it. Then, a shift happens when someone builds the right abstraction layer or tooling that makes it usable by a broader audience, like chat on top of an LLM. That’s when adoption really takes off. Another key pattern is that new technology rarely replaces old systems overnight. Instead, it first finds footholds where it delivers 10x improvements over the status quo—whether that’s cost, speed, or capabilities. Over time, as more businesses adopt it and the ecosystem matures, it transitions from being a competitive advantage to a necessity. Think about how e-commerce evolved from standardized products like books to fashion, cars and everything else Finally, as a founder, I always prefer to ride the wave of massive disruption—but timing is everything. The best ideas often emerge before the necessary infrastructure is in place. For example, Waze launched before GPS was built into phones, and when we started Shopping.com in 1997 as a comparison shopping service, there were only two or three e-commerce sites to compare.
Young@Co-founder of cloudkoonly
It’s great to use AI-driven cloud browsers to automate web tasks. As a serial founder, I’m very interested in how this entrepreneurial idea came about and how to validate the market? What are the key problems encountered in this process? Thank you very much!