Swap Discovery vs Prefixbox AI Search & Filter

How Swap Discovery and Prefixbox AI Search & Filter compare on the Shopify App Store: rating, review count, pricing, the Built for Shopify badge, and where each one ranks in the store's organic search results. Every number is the App Store's own and is never edited.

Updated October 4, 2026 · App Store data

Maintained by Rankbase, built by a Shopify app developer

Swap Discovery vs Prefixbox AI Search & Filter at a glance

As of October 4, 2026, Swap Discovery is rated 5.0 stars from 31 reviews and Prefixbox AI Search & Filter is rated 5.0 stars from 59 reviews on the Shopify App Store.

Rating: Both are rated 5.0 stars.
Reviews: Prefixbox AI Search & Filter has more reviews, 59 against 31.
Pricing: Swap Discovery lists "Free trial available", Prefixbox AI Search & Filter "Free plan available".
Built for Shopify: Both carry the Built for Shopify badge.

Swap Discovery and Prefixbox AI Search & Filter on the Shopify App Store, as of October 4, 2026: rating, review count, pricing label, the Built for Shopify badge, and the date each app's data was last read from the store.
Fact	Swap Discovery	Prefixbox AI Search & Filter
Tagline	GEO & AEO for ChatGPT, Gemini, Claude & Perplexity	AI search with filters & AI chat to enhance product discovery
Rating	★ 5.0	★ 5.0
Reviews	31	59
Pricing	Free trial available	Free plan available
Built for Shopify	Built for Shopify	Built for Shopify
Data as of	October 4, 2026	October 4, 2026

Ratings, review counts, pricing labels and badges are read from each app's Shopify App Store search result card. Rankings are the store's organic results for the searches Rankbase tracks; sponsored results are excluded.

Where each app ranks in App Store search

Every Shopify App Store search Rankbase tracks where Swap Discovery or Prefixbox AI Search & Filter is in the top 10 today, with the position merchants see. Organic results only, across 3,798 tracked searches; sponsored placements never count.
App Store search	Swap Discovery	Prefixbox AI Search & Filter
Both apps rank · 1 search
Discovery	#2	#4
Only Swap Discovery ranks · 11 searches
Geo	#1	not in top 10
Swap	#2	not in top 10
Gemini	#4	not in top 10
Aeo	#5	not in top 10
Agentic Storefront	#5	not in top 10
Agentic Storefronts	#5	not in top 10
Duply	#7	not in top 10
Claud	#8	not in top 10
Claude	#9	not in top 10
Cluade	#10	not in top 10
Search And Discovery	#10	not in top 10
Only Prefixbox AI Search & Filter ranks · 24 searches
Search Filter	not in top 10	#2
AI Search	not in top 10	#3
Boost AI Search & Filter	not in top 10	#4
Suche	not in top 10	#4
Junip	not in top 10	#5
Search And	not in top 10	#5
Search And Filter	not in top 10	#5
Filtri	not in top 10	#6
Smart Product Filter & Search	not in top 10	#6
Swym	not in top 10	#6
Theme Editor	not in top 10	#6
Boost AI Search & Discovery	not in top 10	#7
Filtre	not in top 10	#7
Filtres	not in top 10	#7
Product Filter & Search	not in top 10	#7
Search And Dis	not in top 10	#7
Search And Disc	not in top 10	#7
Serch	not in top 10	#7
Filter	not in top 10	#8
Filters	not in top 10	#8
Filtro	not in top 10	#8
Filtros	not in top 10	#10
Product Filter	not in top 10	#10
Reviews.io	not in top 10	#10

In the App Store's organic search results, Swap Discovery ranks in the top 10 for 12 of the 3,798 searches we track and Prefixbox AI Search & Filter for 25. They share one search, "discovery", where Swap Discovery ranks #2 and Prefixbox AI Search & Filter #4.

Frequently asked questions

Is Swap Discovery or Prefixbox AI Search & Filter rated higher on the Shopify App Store?

Both are rated 5.0 stars. Prefixbox AI Search & Filter has more reviews, 59 against 31.

Which has more reviews, Swap Discovery or Prefixbox AI Search & Filter?

Prefixbox AI Search & Filter has more reviews, 59 against 31.

Which ranks higher in Shopify App Store search, Swap Discovery or Prefixbox AI Search & Filter?

How is this comparison made?

Rankbase records the organic results merchants see when they search the Shopify App Store for 3,798 popular keywords, refreshed daily for published rankings and at least weekly for the rest. Each app's rating, review count, pricing label and Built for Shopify badge are taken from its App Store search result card, so they are exactly what merchants see; the date next to each app is the last time it appeared in any tracked top 10. Sponsored results are excluded, and nothing on this page is edited by hand, including for Rankbase's own apps.

More comparisons

Swap Discovery against other apps

Prefixbox AI Search & Filter against other apps

Rankbase paired these two apps on September 23, 2026, when both ranked in the top 3 for "discovery". The page stays as long as either app keeps ranking or the comparison keeps being read, and every number on it is refreshed from the App Store.

All app comparisons → · Browse keyword rankings →

Rank higher on the Shopify App Store

Rankbase helps Shopify app developers track keyword positions, analyze install click data, and optimize app listings to rank higher in the Shopify App Store.

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Built by Craftshift

Rankbase is made by Craftshift, a Shopify Partner building apps for product images, variants, and bulk catalog work. We built Rankbase to track the App Store rankings of our own apps first, then opened it to other developers, and this directory grew out of that work. The rankings on these pages are Shopify's own organic search results; we never edit them, including for our own apps.

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