AI parts search for your store — customers don't know the part number, so let them just ask.
AI Parts Finder turns plain-English questions like "the belt for a 2014 Silverado" into the exact part on your store instantly. Fewer support emails. More carts that actually check out.
Parts catalogs are huge. Customers are not experts.
When someone cannot find the part, they do not file a support ticket. They leave and buy it from whoever made it easy. Keyword search does not understand fitment, fuzzy descriptions, or "the thing that fits my machine."
Lost sales
Shoppers bounce when search returns zero results for a part you actually stock under a different name.
Support overload
Your team answers the same "do you have the part for..." emails all day instead of selling.
Hidden inventory
Deep SKUs never get found because no one searches the exact manufacturer term.
Live on your store in days, not months
We point the AI at your existing product catalog. No re-platforming and no data project on your end.
Connect your catalog
Shopify, a feed, or a CSV. The AI learns your products, SKUs, and fitment.
Drop in the search box
One snippet on your site. Matches your branding. Works next to your current search.
Customers just ask
Plain-English questions return the exact part with an add-to-cart button right in the chat. You watch conversions climb.
More than search — it closes the sale
Finding the part is step one. AI Parts Finder carries the customer all the way to the cart, and turns the searches that used to walk out the door into demand data you can act on.
Describe it, don't spell it
Plain-English, symptom, or model-number questions — “the belt for a 2014 Silverado” — return the exact part, even when it’s listed under a name the shopper doesn’t know.
Add to cart, right in the chat
Once it finds the part, one tap adds it to the cart — no bouncing to a product page. The AI does the hard part; the shopper buys in seconds.
Every search, on your dashboard
Every question shoppers ask is logged for you to review — and the ones that came up empty are flagged as a live list of the demand your catalog is missing, ready to stock or source.
“Where’s my order?” — handled
It recognizes order-status questions and points shoppers straight to your tracking page, so your team stops answering the same email all day.
Built for huge catalogs
Proven live on 40,000+ SKUs — the scale where generic AI chat and keyword search fall apart. It never invents a part or claims a spec it can’t see.
On-brand in minutes
Match your colors, corners, and copy from a live preview — no theme editing. Inventory-aware, so it never sells what’s out of stock. White-label on Enterprise.
It never sends your customers somewhere else
Ask a generic AI chatbot for a part you're out of and it will happily point the shopper to Amazon or the manufacturer's site — a sale walking out the door. AI Parts Finder is built to do the opposite: every answer and every next step keeps the sale in your store.
No competitors, ever
It won't name, link, or suggest another supplier, marketplace, or even the manufacturer's own store. It stays 100% inside your catalog.
Out of stock ≠ lost sale
Can't find it? Every search is logged for you to review, and the no-matches are flagged — so you can see exactly what shoppers wanted and stock or source it next time, instead of losing it to "we don't carry that."
Zero leakage
Every recommendation ends at your buy button. The traffic you paid to attract converts on your site, not somewhere else.
If "find the right part" is hard, this is for you
Online stores
Auto, HVAC, marine, equipment, appliance, and any catalog where customers describe the problem, not the SKU.
Wholesalers
Thousands of SKUs and B2B buyers who need the right cross-reference fast.
Ecommerce agencies
Offer an AI part-finder to your parts and supply clients as a premium add-on. White-label friendly.
We built it because a real store needed it.
Arcturus Consulting built AI Parts Finder for a working parts retailer and put it live across a catalog of 40,000+ SKUs. It earns its keep every day. Now we are bringing it to other parts sellers.
See it work in your industry
Pick an industry, then click a real customer question. The finder turns plain-English and symptom questions into the exact part — each answer links to a live product page.
Sample answers use real, in-stock products from live parts stores. Install it to run this on your own catalog.
Simple plans that scale with your catalog
Every plan includes a 14-day free trial and is billed securely through Shopify. Usage limits are fair-use guidelines — we never block a real customer search.
Starter
For smaller catalogs getting started.
- Up to ~5,000 SKUs
- ~1,000 AI searches / month
- AI search widget + dashboard
- Email support
Growth
The right fit for most parts stores.
- Up to ~25,000 SKUs
- ~5,000 AI searches / month
- Custom widget prompt & branding
- Priority email support
Pro
For large, high-traffic catalogs.
- Up to ~100,000 SKUs
- ~20,000 AI searches / month
- Everything in Growth
- Onboarding help
Enterprise
Distributors & multi-store agencies.
- Unlimited SKUs
- Custom search volume
- Dedicated support & onboarding
- Annual & agency plans
Save two months with annual billing. Prices in USD, billed through Shopify.
One studio. A portfolio of apps we own, sell & support.
AI Parts Finder is one of several apps Arcturus Consulting builds and stands behind. You're not buying from a middleman reseller — every app in our portfolio is one we designed, run, host, and support ourselves.
AI Parts Finder
An AI assistant that turns plain-English questions into the exact part and adds it to cart — for stores with big catalogs. Proven live on 40,000+ SKUs.
One App
A bespoke app that consolidates your scheduling, invoicing, email, and numbers onto one screen — built around exactly how your business runs.
Built, owned & supported
New tools for small businesses are always in the works. When Arcturus ships an app, we own it end to end — we host it, keep it updated, and answer the phone when you need us.
AI Parts Finder by industry
See real symptom-to-part examples for your vertical.
Book a 15-minute demo
See it run on a catalog like yours. We will talk through fit and pricing for your store.
Prefer email? [email protected]