---
title: "PA DiscoveryOS Shopify App Profile"
description: "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."
canonical_url: "https://shoplist.co/shopify-apps/pa-discoveryos"
markdown_url: "https://shoplist.co/shopify-apps/pa-discoveryos.md"
last_updated: "2026-04-14"
entity_type: "shopify_app"
slug: "pa-discoveryos"
source: "public Shopify app profile allowlist"
---

# PA DiscoveryOS Shopify App Profile

> 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.

## Quick answer
PA DiscoveryOS has 2 detected stores in Shoplist. This Markdown profile displays 2 public brand examples; it is not a complete customer list.

## Key facts
- Name: PA DiscoveryOS
- Monitoring status: Merchant data available
- Developer: Particular Audience
- Developer profile: https://shoplist.co/app-developers/particular-audience
- Shopify App Store URL: https://apps.shopify.com/pa-discoveryos
- Launch date: April 14, 2026
- Shoplist category: Product Reviews & UGC
- Detected stores: 2

## Pricing summary
Free

## Shoplist app-stack sample
Shoplist has public app-stack evidence for the brands below using PA DiscoveryOS. This Markdown page displays 2 public brands. This page exposes a small sample so agents can cite Shoplist-native install intelligence without treating the sample as the full dataset.

| Brand | Category or market | Products | Active apps | Shoplist profile |
| --- | --- | --- | --- | --- |
| Justmylook | Health & Beauty | 15,435 | 19 | https://shoplist.co/shopify-brands/justmylook-com.md |
| Holabird Sports | Sporting Goods | 5,419 | 17 | https://shoplist.co/shopify-brands/holabirdsports-com.md |

This table is intentionally a public sample. It does not expose the full brand list, install timeline, contact data, people data, internal scores, crawl provenance, or unstable operational fields.

## App Signals
As of November 8, 2026:

- Stores running it: 2, 0.0% of the stores Shoplist tracks
- Store movement, last 28 days: +0 new stores, +0 returning, −0 removed, net 0 (estimated; 1 day held out of movement; detection coverage changed in this window)
- Primary App Store category: Search and filters, #119 (14-day median position)
- Listing reviews: 0
- Top countries: United Kingdom: 1 stores; United States: 1 stores

## Public callouts
- Adaptive Transformer Search Hybrid Vector \+ Keyword Search with live A/B testing
- Generate static SEO pages for any attribute combo to capture long-tail traffic.
- Session-Based Intent Drive conversion with 1:1 personalization based on real-tim
## Shopify App Store categories
- Search and filters
- Upsell and cross-sell

## Data note
Profile updated: April 14, 2026. This is the profile revision date, not a guarantee that every store was checked on that date.
Public snapshot built: 2026-11-09 04:18:04.793616\+00
Detection metrics refreshed: 2026-11-08 10:00:00.19319\+00
Public app evidence date: 2026-04-14 20:17:37.874777\+00
This generated Markdown profile intentionally exposes only public, stable app-profile fields and a small public app-stack sample from Shoplist. It excludes private contact data, people data, internal scores, crawl provenance, full datasets, and unstable operational fields.

## Related links
- [HTML app profile](https://shoplist.co/shopify-apps/pa-discoveryos)
- [Shopify apps directory](https://shoplist.co/shopify-apps)
- [Shoplist data methodology](https://shoplist.co/data-methodology.md)