By Arcturus Consulting - proven on a live 40,000+ SKU parts store

Your customers do not know the part number. 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.

No rip-and-replace. Works alongside your existing search and catalog.
Live example
That is the Vent-Rite #1 adjustable steam vent. Here is the exact match:
Vent-Rite #1 Adjustable Air Valve
SKU VR-1-ADJ - In stock
$24.95
The problem

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."

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Lost sales

Shoppers bounce when search returns zero results for a part you actually stock under a different name.

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Support overload

Your team answers the same "do you have the part for..." emails all day instead of selling.

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Hidden inventory

Deep SKUs never get found because no one searches the exact manufacturer term.

How it works

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 right part with a buy button. You watch conversions climb.

Your revenue, protected

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.

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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? It offers a special-order or a next step through you — capturing demand you used to lose to "we don't carry that."

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Zero leakage

Every recommendation ends at your buy button. The traffic you paid to attract converts on your site, not somewhere else.

Who it is for

If "find the right part" is hard, this is for you

Parts retailers

Online stores

Auto, HVAC, marine, equipment, appliance, and any catalog where customers describe the problem, not the SKU.

Distributors

Wholesalers

Thousands of SKUs and B2B buyers who need the right cross-reference fast.

Agencies

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.

Read the case study

40,000+SKUs handled live
Plain EnglishNo part number needed
DaysTo go live
Free sandbox

Try it right now — no signup

This is the real tool running on a live 40,000+ SKU parts store. Type a plain-English question and see what your customers would experience.

AI Parts Finder — live demo

Try asking: "pressure relief valve for a steam boiler" · "Vent-Rite #1 size air vent" · "catalytic converter for a Bandit wood chipper"

Demo not loading? Open it in a new tab →

Pricing

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

$39/mo

For smaller catalogs getting started.

  • Up to ~5,000 SKUs
  • ~1,000 AI searches / month
  • AI search widget + dashboard
  • Email support
Get started
Most popular

Growth

$99/mo

The right fit for most parts stores.

  • Up to ~25,000 SKUs
  • ~5,000 AI searches / month
  • Custom widget prompt & branding
  • Priority email support
Get started

Pro

$249/mo

For large, high-traffic catalogs.

  • Up to ~100,000 SKUs
  • ~20,000 AI searches / month
  • Everything in Growth
  • Onboarding help
Get started

Enterprise

Let's talk

Distributors & multi-store agencies.

  • Unlimited SKUs
  • Custom search volume
  • Dedicated support & onboarding
  • Annual & agency plans
Contact us

Save two months with annual billing. Prices in USD, billed through Shopify.

Get started

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]