PA DiscoveryOS

Shopify search and filters app by Particular Audience·The unified platform for Discovery, Retail Media & Conversion

Snapshot

#182of 236 inSearch and filters

PA DiscoveryOS is newly listed on the Shopify App Store. Ongoing.AI is observing daily category rank, search-keyword position, install footprint, and listing changes from launch — first tracked May 28, 2026. The trajectory is being captured before the first reviews accumulate.

CategoriesSearch and filtersUpsell and cross-sell

Pricing

Free

free

Built for Shopify

No

Years live

0

launched Apr 14, 2026

Last updated

Jun 30, 2026

Shopify listing

Catalog position

Where PA DiscoveryOS sits in the App Store.

Rank and percentile inside the Search and filters category — the competitive shape of the niche around this app.

Rank in Search and filters

#182

of 236 active apps

Review count percentile

0th

vs category siblings

Rating percentile

0th

vs category siblings

Years on App Store

0

since 2026

Listing change cadence

What PA DiscoveryOS has changed lately.

Every pricing tweak, tagline refresh, and Shopify-side listing ping. Captured from Ongoing.AI’s per-scrape diff log — the cadence and the content of changes, in one strip.

Listing changes · last 21 days+11shopify_lastmod: 2026-05-14 → 2026-06-16shopify_lastmod: 2026-06-16 → 2026-06-18shopify_lastmod: 2026-06-18 → 2026-06-26shopify_lastmod: 2026-06-26 → 2026-06-30Jun 13, 26Jun 23, 26Jul 4, 26

Shopify Lastmod · Jul 1

2026-06-26 → 2026-06-30

Shopify Lastmod · Jun 27

2026-06-18 → 2026-06-26

Shopify Lastmod · Jun 19

2026-06-16 → 2026-06-18

PricingIdentity & listingCadence

Capabilities

What PA DiscoveryOS can do.

The 26 capabilities PA DiscoveryOS lists across each of its 2 categories, in Shopify’s own taxonomy. Pulled directly from the App Store listing.

Search and filters

Search features

7
  • AI search
  • Search suggestions
  • Product recommendations
  • Product boosts
  • Multi-filter
  • Personalized search
  • Search bar

Display customization

7
  • Mobile responsive
  • Custom CSS
  • Custom styling
  • Filter display
  • Custom filters
  • Search results page
  • Sorting

Analytics

5
  • Conversion tracking
  • Custom dashboards
  • Filter usage
  • Behavior insights
  • Search queries

Upsell and cross-sell

Offers and recommendations

3
  • Product recommendations
  • Bundles
  • AI recommendations

Analytics

4
  • A/B testing
  • Click-through rates
  • Conversion rates
  • Recommendation performance

FAQ

PA DiscoveryOS — frequently asked questions.

What is PA DiscoveryOS on Shopify?
PA DiscoveryOS is a Shopify app in the Search and filters category. Upgrade your Shopify Plus store by seamlessly integrating PA DiscoveryOS. Our proprietary Adaptive Transformer Search combines vector and keyword tech, using live model A/B testing to guarantee optimal results and flexible ongoing optimization. Easily manage complex catalogs with semantic merchandising, automate SEO pages, and unlock rich onsite retail media. Meanwhile, real-time intent modeling personalizes the journey for anonymous visitors, driving confident conversions.
How much does PA DiscoveryOS cost?
PA DiscoveryOS is free to install and use on Shopify — there are no paid plans on this app.
Is PA DiscoveryOS free?
Yes — PA DiscoveryOS is free to install and use on Shopify. There are no paid plans.
When was PA DiscoveryOS launched?
PA DiscoveryOS launched on April 14, 2026.
Is PA DiscoveryOS Built for Shopify?
PA DiscoveryOS does not currently carry Shopify's Built for Shopify badge. The badge is awarded to apps that meet Shopify's published standards for performance, ease of use, and merchant value — many high-quality apps operate without it.
What are the best PA DiscoveryOS alternatives?
Merchants commonly compare PA DiscoveryOS with PageFly Landing Page Builder, Kaching Bundles App & Upsells, BOGOS, and GemPages Landing Page Builder. Each alternative covers a similar use case but differs on pricing model, integration depth, and the specific themes merchants praise in reviews — see the alternatives section above for a side-by-side.

Alternatives

Apps merchants pick instead.

PageFly

PageFly Landing Page Builder

4.90★5,644

Known for: customer-support

Kaching Bundles & Upsells

Kaching Bundles App & Upsells

5.00★4,655

BOGOS

BOGOS: Free Gift Bundle Upsell

5.00★3,974

Known for: ease-of-use

GEMCOMMERCE CO., LTD

GemPages Landing Page Builder

4.90★3,795
Browse more inAll Search and filters apps All Upsell and cross-sell apps

Methodology

Where the numbers come from.

Ratings, review counts, pricing tiers, “Built for Shopify”, launch date, and category memberships come from the live Shopify App Store listing — refreshed daily by Ongoing.AI’s crawler. The review-count trajectory is the diff between today’s snapshot and snapshots from 7 and 28 days ago. Topic counts and sentiment come from the review corpus, topic-tagged with Claude. Install footprint is observed via Ongoing.AI’s tech-detection pass against actively-tracked Shopify storefronts. Catalog position is computed at snapshot time against every active app sharing the primary category. Snapshot generated .

Find every brand running PA DiscoveryOS.

Ongoing.AI tracks every Shopify brand’s app stack daily. Pull the full install list, filter by vertical or geography, and catch the moment merchants install — or churn off.

Track PA DiscoveryOS — free Start free

Prefer the source? View PA DiscoveryOS on the Shopify App Store ↗