Many websites don't have public APIs. Anything API fills that gap. Turn any browser work into a production-ready API. Describe the task, and our agents build a custom function that calls the site directly. Ship a custom API endpoint you can deploy serverless, schedule on Cron, or call via API. Tell Notte what you need. We ship the function endpoint.
This is exactly what's needed — browser automation without the overhead. Has anyone used this to automate Google Ads workflows? The Ads UI is notoriously painful for bulk operations.
My favorite browser use API
Been using it for my web agents for a long while . E.g. for Listingbott.com
Love the value prop — super clear. Which website types are currently the hardest to normalize into stable API outputs (e.g., dynamic pages, auth walls, anti-bot pages)?
Very cool. A few of the sources we pull from don’t expose APIs, so we’ve had to rely on makeshift solutions. Can see this being super useful!
Cool stuff!
Couple of questions: 1. What happens when the site's API's/layout changes? Is this just going to silently fail with 0 results? 2. So after creating the API is it still going to launch a browser and so this just a playwright script getting executed or is your agent writing a script to hit the underlying API's of the site?
This is rlly interesting! Just curious -- how do you decide when the agent should rely on the scripted workflow vs switching to AI reasoning if something unexpected happens on the page? 👀
congrats on the launch! That's very interesting, what happens to the API if the website changes? I'm thinking of scraping use cases, does your ToU allow them?
What about bypassing bot blocking? For example, if I need to get content from an e-commerce site and they don’t have an API. Such sites usually ban bots. Do you bypass that?
This is solving a real pain point. Building API integrations from scratch for every data source is exhausting — I've been through it connecting YouTube, Stripe, and multiple AI providers for my SaaS. How are you handling rate limits and auth differences across platforms? That's always been the hardest part for us.
How do you handle the hard parts of “real-world” browser automation—logins, session persistence, and MFA/OTP—especially for scheduled runs where no human is around, and what do you recommend when a flow requires step-up authentication?
Great launch—this is exactly the gap most GTM teams hit when they need reliable data from tools that don’t expose APIs. Quick follow-up from my earlier thread: if I need session persistence + proxy rotation for long-running enrichment jobs, can Anything API pin identity state per endpoint (so retries don’t break auth flows)?
Kind of amazing that you can generate an API like this. Does it suffer from the same problems as web scrapers if the DOM should change dynamically? Since it's an API I'm supposing that actually it could protect as a layer of abstraction above the changes on the page and then you just get it to self heal on a recurring basis? Perhaps you could even charge for that self healing cadence.
I just used this for my platform One Pager and I gotta say wow!
This is much more than a standard chatbot.
One Pager rapidly creates websites for outreach, but does not have a public API at the moment. I entered my website, then anything API created an account, logged in starting understanding my platform and created an API to build website using my data structure.
This is something I haven't seen before and really impressed me.
Curios if there is a way to output the endpoints created into a document for external use?
@samatnotte@ogandreakiro How do you ensure the API delivers reliable and structured data, especially from messy or complex websites?
Intriguing. For teams running repetitive workflows, how customizable are the automations in terms of logic, triggers, and specific conditions?
Lets say this tool is applied to a site like Airbnb , how can it avoid detection or being flagged?
About Anything API on Product Hunt
“Any website. We deliver the API.”
Anything API launched on Product Hunt on March 4th, 2026 and earned 672 upvotes and 129 comments, earning #1 Product of the Day. Many websites don't have public APIs. Anything API fills that gap. Turn any browser work into a production-ready API. Describe the task, and our agents build a custom function that calls the site directly. Ship a custom API endpoint you can deploy serverless, schedule on Cron, or call via API. Tell Notte what you need. We ship the function endpoint.
Anything API was featured in API (98k followers), Developer Tools (511k followers) and Artificial Intelligence (466.2k followers) on Product Hunt. Together, these topics include over 161.7k products, making this a competitive space to launch in.
Who hunted Anything API?
Anything API was hunted by Garry Tan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Garry Tan
When should a company use Anything API instead of building internal browser automation with Playwright?