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It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
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Inops
Search that finds. AI that bundles
Most Shopify searches fail silently. A shopper types "warm jacket for hiking" and gets zero results because the item is tagged "insulated outdoor coat". They leave, you lose the sale. Inops reads intent, not keywords, and doesnt stop at a list. Search "complete surf kit under $500" and get a real bundle back: board, wetsuit, accessories, within budget. Every result shows why it ranked. No black box. You tune it.
Top comment
Hey PH! Thorsten here, founder of Inops. We built this because we kept seeing the same problem across Shopify stores: customers search for what they want, the store has it, but the search bar returns nothing. "Warm hiking jacket" → zero results, because the product is titled "insulated outdoor coat." We started with semantic search — matching intent, not just keywords. Then we noticed merchants were manually curating bundles, so we added AI-powered bundle discovery. A customer searches "complete surf kit $500" and gets a curated set of products within budget, automatically. What makes us different from Algolia or Boost Commerce: - You can see exactly why each product ranks (no black box) - Bundle generation is intent-driven, not rule-based - Built specifically for Shopify and WooCommerce Try it live on our demo store: https://shopify-dummy.inops.io Would love your feedback — especially from anyone running a Shopify store. What's the biggest frustration with your current search?
About Inops on Product Hunt
“Search that finds. AI that bundles”
Inops was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #50 on the daily leaderboard. Most Shopify searches fail silently. A shopper types "warm jacket for hiking" and gets zero results because the item is tagged "insulated outdoor coat". They leave, you lose the sale. Inops reads intent, not keywords, and doesnt stop at a list. Search "complete surf kit under $500" and get a real bundle back: board, wetsuit, accessories, within budget. Every result shows why it ranked. No black box. You tune it.
On the analytics side, Inops competes within SaaS, E-Commerce and Shopping — topics that collectively have 84.6k followers on Product Hunt. The dashboard above tracks how Inops performed against the three products that launched closest to it on the same day.
Who hunted Inops?
Inops was hunted by Thorsten Maus. 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 Inops including community comment highlights and product details, visit the product overview.