nowfound

Growth · May 29, 2026

IB

I brought back Airbnb categories

I miss airbnb categories. It was fun and I loved being able to just browse thorugh cool listings. I'm not exactly sure why they removed it. Then, a couple weeks ago, they hit me with some A/B test and I had access to a "what" freeform textbox to custom filter results. Now apparently they removed that too. At this point, I wasn't happy - so I decided to look into how to bring it back. I noticed they still use some of the categories pages for SEO. For example: https://www.airbnb.com/united-states/stays/ski-in-ski-out That gave me hope - those filters still existed…

What it does

In the maker’s words, at launch

I miss airbnb categories. It was fun and I loved being able to just browse thorugh cool listings. I'm not exactly sure why they removed it. Then, a couple weeks ago, they hit me with some A&#x2F;B test and I had access to a "what" freeform textbox to custom filter results. Now apparently they removed that too. At this point, I wasn't happy - so I decided to look into how to bring it back. I noticed they still use some of the categories pages for SEO. For example: https:&#x2F;&#x2F;www.airbnb.com&#x2F;united-states&#x2F;stays&#x2F;ski-in-ski-out That gave me hope - those filters still existed somewhere. Turns out they were only removed from the UI and the search backend still supports all of them. So after a bit of googling, I figured out how it works. Airbnb's search runs on a GraphQL endpoint you can hit anonymously, and the categories map to params on the search URL that I recovered and verified one by one: - Property types: property_type_id[]=<n> (Chalet=22, Cabin=4, Treehouse=6, Castle=5), still filtering even though the UI hides the options - Category tags: kg_and_tags[]=Tag:<n> — I got the IDs by loading those leftover SEO pages and just looking into the URL for the tag (ski-in&#x2F;ski-out is Tag:681). The one thing I couldn't bring back was that "what" freeform box - turns out it's a server-side AI feature flag tied to your account, not a hidden param :&#x2F; though I have a feeling this one's gonn be coming back anyways So I vibecoded the filters I cared about into this little web app. It just builds a normal Airbnb search URL and opens airbnb.com directly — nothing scraped or stored. Hopefully they bring back categories or somethig similar soon. But in the meantime, I figured I'd share this in case anyone else misses browsing through cool treehouses or mountain chalets

Does the same job

all alternatives →

More growth this month

the category →
  • ​​A pixel-art solar system at its real current positions.​

    Growth · 29d ago · astrapixels.com

  • Put your startup on the map. Literally.

    Growth · 13d ago · worldmap.lol

Launched alongside, May 2026

the whole month →
  • Brew 905

    Like Claude design for email marketing

    AI · May 2026 · brew.new

  • Parallel agents, diff reviewer, and multi-model comparisons

    Dev tools · May 2026 · kilo.ai

  • StoreClaw805

    Grow your store profits with agents that know how to sell

    AI · May 2026 · storeclaw.ai

  • Give your agent a real number and voice to make calls.

    AI · May 2026 · pollyreach.ai

  • NW

    Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok&#x2F;s prefill and 1200 tok&#x2F;s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…

    Life & fun · May 2026 · github.com

  • FM

    Dev tools · May 2026 · github.com