Prefixbox AI Search & Filter vs Spark Fitment ‑ YMM Filter

Side-by-side comparison

Prefixbox AI Search & Filter

5.0·60reviews

AI search, AI chat, product filters & search bar to boost CR with smart product search & discovery

Built for ShopifyshopifyFree plan available

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Feature comparison between Prefixbox AI Search & Filter and Spark Fitment ‑ YMM Filter
Metric	Prefixbox AI Search & Filter	Spark Fitment ‑ YMM Filter
Rating	5.0 ★	—
Total reviews	60	0
Free plan	Yes	Yes
Pricing	Free plan available	Free plan available
Built for Shopify	★ Yes	—
Pricing tiers	2 tiers	★ 3 tiers
Listed features	5

Field	Prefixbox AI Search & Filter	Spark Fitment ‑ YMM Filter
Tagline	“AI search, AI chat, product filters & search bar to boost CR with smart product search & discovery”	“Add a vehicle selector to your store so shoppers instantly see only the parts that fit their ride.”
Listing audit	92/100 listing audit	88/100 listing audit
Screenshots	7 images	4 images
Languages	English	EnglishFrenchSpanish
Platforms	Shopify	Shopify
Developer	Prefixbox

Languages	1 supported	3 supported

Listed since	Dec 2023	Jul 2026

Listed	December 13, 2023	July 14, 2026

Keyword	Prefixbox AI Search & Filter	Spark Fitment ‑ YMM Filter
grow faster	#42	#110

Both Prefixbox AI Search & Filter and Spark Fitment ‑ YMM Filter offer a free plan. Prefixbox AI Search & Filter lists no paid plan with a published price; Spark Fitment ‑ YMM Filter lists no paid plan with a published price. Prices are as listed on the Shopify App Store; check what each tier includes in the Pricing section above.

Should I choose Prefixbox AI Search & Filter or Spark Fitment ‑ YMM Filter?

AppRanks cannot separate these two on rating, because neither publishes one. Prefixbox AI Search & Filter does carry the larger published review base (60 vs 0). Read both apps' detail pages for the feature breakdown and recent listing changes.

Which is faster to set up, Prefixbox AI Search & Filter or Spark Fitment ‑ YMM Filter?

Both apps are one-click installs from the Shopify App Store. AppRanks doesn't measure setup time directly; Prefixbox AI Search & Filter has more published reviews to read for user-reported install experience (60 vs 0).

Which works better for small vs large Shopify App Store merchants?

AppRanks cannot say which fits a larger or smaller operation — there is no store-size measurement in the Shopify App Store data. What it can show: Prefixbox AI Search & Filter has 60 published reviews; Spark Fitment ‑ YMM Filter has 0 published reviews. Compare plan limits and pricing tiers against your own volume.

Can I migrate data between Prefixbox AI Search & Filter and Spark Fitment ‑ YMM Filter?

Migration support varies by app and category. Prefixbox AI Search & Filter and Spark Fitment ‑ YMM Filter both publish their export options on their marketplace listing pages (or in their support docs); some apps offer one-click import from competitors, others require CSV. The fastest check: search "import from Spark Fitment ‑ YMM Filter" in each app's help center. AppRanks does not track migration tooling directly — this is a category-specific capability worth verifying before commitment.

Prefixbox AI Search & Filter vs Spark Fitment ‑ YMM Filter

Prefixbox AI Search & Filter

Spark Fitment ‑ YMM Filter

At a glance

AppRanks verdict

1. Listing metadata

2. Pricing & plans

3. Features

4. Categories & rankings

5. Category features

6. Search rankings

7. Activity in the last 90 days

Prefixbox AI Search & Filter · 2 changes

Spark Fitment ‑ YMM Filter · 1 changes

8. App details

Frequently asked

Is Prefixbox AI Search & Filter or Spark Fitment ‑ YMM Filter cheaper?

Should I choose Prefixbox AI Search & Filter or Spark Fitment ‑ YMM Filter?

Which is faster to set up, Prefixbox AI Search & Filter or Spark Fitment ‑ YMM Filter?

Which works better for small vs large Shopify App Store merchants?

Can I migrate data between Prefixbox AI Search & Filter and Spark Fitment ‑ YMM Filter?

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