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webslinger.ai
Demonstate any web task once. Happily automate ever after.
Show an intern how to do a web task once and they take it from there. No intern? Try webSlinger. Demonstrate the task in one browser tab and webSlinger copies what you do in another, validating in real-time that it can reliably automate every step. Handles logins with MFA, extracts structured data, and generalizes from your examples to tackle variations on its own. Free trial. Lock in 1/3 off for life during beta.
Hey PH — maker here.
webSlinger came out of frustration with a different project. I was building an AI agent that wrote Python to do multi-step tasks. It worked great until the task hit a website, then the LLM would guess at CSS selectors, fail, and confidently guess the same wrong ones again. I once spent an entire day hand-feeding it HTML snippets just to automate one simple task. That gap, between knowing what to do on a page and knowing how to do it, is what webSlinger fixes. You demonstrate a task once in your browser, and it builds a "session map" of robust selectors that an LLM can actually use.
I also wanted to be able to automate downloading transactions from my bank. So webSlinger handles logins with MFA.
I noticed that a lot of sites have structured data, order cards, menu items, product tiles, so I added the ability to extract structured data with just a few clicks.
I'll be here all day. Genuinely curious:
What's the most cursed website you've ever tried to automate or scrape? I want to hear war stories.
About webslinger.ai on Product Hunt
“Demonstate any web task once. Happily automate ever after.”
webslinger.ai was submitted on Product Hunt and earned 12 upvotes and 3 comments, placing #92 on the daily leaderboard. Show an intern how to do a web task once and they take it from there. No intern? Try webSlinger. Demonstrate the task in one browser tab and webSlinger copies what you do in another, validating in real-time that it can reliably automate every step. Handles logins with MFA, extracts structured data, and generalizes from your examples to tackle variations on its own. Free trial. Lock in 1/3 off for life during beta.
On the analytics side, webslinger.ai competes within Productivity, SaaS, Artificial Intelligence and YouTube — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how webslinger.ai performed against the three products that launched closest to it on the same day.
Who hunted webslinger.ai?
webslinger.ai was hunted by Thomas Zaugg. 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.
For a complete overview of webslinger.ai including community comment highlights and product details, visit the product overview.
Thomas Zaugg