This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Catalog Doorman
The AI doorman just read your catalog. Half didn't get in.
AI shopping agents don't browse — they read structured product data and skip anything incomplete before the shopper sees it. No bounce recorded. The sale just goes to whoever had clean data. Catalog Doorman simulates an AI agent reading your catalog CSV,shows which products get turned away and why, and calculates the annual revenue walking to competitors. Free, in-browser, nothing uploaded to any server.
Happy to answer questions about how AI shopping agents actually filter products — the field requirements, which platforms are already live (Perplexity, ChatGPT shopping, Google Shopping Graph), and what a broken catalog record costs in real numbers.
If you want to test it on your own catalog: export a CSV from Shopify, WooCommerce or Magento and drop it in. Takes about 30 seconds.
Built this because the revenue leak is completely invisible in standard analytics — no bounce, no event, just silence.
Dropped in our messy feed CSV and was honestly shocked how many listings got flagged for missing fields I never thought mattered. The revenue leakage number was a gut punch but exactly what we needed to see.
About Catalog Doorman on Product Hunt
“The AI doorman just read your catalog. Half didn't get in.”
Catalog Doorman was submitted on Product Hunt and earned 4 upvotes and 2 comments, placing #156 on the daily leaderboard. AI shopping agents don't browse — they read structured product data and skip anything incomplete before the shopper sees it. No bounce recorded. The sale just goes to whoever had clean data. Catalog Doorman simulates an AI agent reading your catalog CSV,shows which products get turned away and why, and calculates the annual revenue walking to competitors. Free, in-browser, nothing uploaded to any server.
Catalog Doorman was featured in Marketing (465.8k followers), Artificial Intelligence (473.1k followers) and E-Commerce (41.6k followers) on Product Hunt. Together, these topics include over 198.5k products, making this a competitive space to launch in.
Who hunted Catalog Doorman?
Catalog Doorman was hunted by sushant dangwal. 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.
Want to see how Catalog Doorman stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
sushant dangwal