Search & Product Discovery ‑AI

Shopify search and filters app by ExpertRec·AI-powered search and filters for smarter product discovery that helps turn searches into sales

Snapshot

5.00(17 reviews)#34of 236 inSearch and filters

Ongoing.AI tracks Search & Product Discovery ‑AI daily — category rank, keyword positions in App Store search, install footprint, listing changes, and reviewer sentiment — back to when we first observed the listing.

Rating

5.00

17 reviews

Pricing

From $65/mo

freemium

Built for Shopify

Yes

Years live

6

launched Jan 23, 2020

Last updated

Jul 1, 2026

Shopify listing

Recent activity

Review trajectory.

Daily review count and rating drift. The blue line is cumulative review count; the dashed amber overlay is the rating on the right axis. Boring is good — sudden swings stand out against an otherwise stable curve.

New reviews

7-day Δ

+1

28-day Δ

+1

Rating change

7-day Δ

+0.00

28-day Δ

+0.00

#17#17#17#16#165.003.752.501.250.00May 28Jun 5Jun 14Jun 22Jul 1Total reviewsRating (0–5)
Search & Product Discovery ‑AI added 1 reviews over the last 28 days.

Category rank over time

Where Search & Product Discovery ‑AI sits day-by-day in Search and filters.

Position across the Search and filters page, snapshot daily. Lower is better — the Y axis is inverted so the strongest ranks sit at the top of the chart. Open the full Search and filters leaderboard →

#12#16#20#23#27May 28May 31Jun 4Jun 7Jun 11Search & Product Discovery ‑AI · #23Convermax · #22iWeb Loyalty Rewards · #26
Best position observed: #17. Search & Product Discovery ‑AI slipped 6 positions over the window. Greyed lines: the apps sitting immediately around it on the latest snapshot.

Catalog position

Where Search & Product Discovery ‑AI 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

#34

of 236 active apps

Review count percentile

86th

vs category siblings

Rating percentile

82th

vs category siblings

Years on App Store

6

since 2020

Listing change cadence

What Search & Product Discovery ‑AI 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+18shopify_lastmod: 2026-06-10 → 2026-06-12shopify_lastmod: 2026-06-12 → 2026-06-13shopify_lastmod: 2026-06-13 → 2026-06-14shopify_lastmod: 2026-06-14 → 2026-06-15shopify_lastmod: 2026-06-15 → 2026-06-16shopify_lastmod: 2026-06-16 → 2026-06-18shopify_lastmod: 2026-06-18 → 2026-06-19shopify_lastmod: 2026-06-19 → 2026-06-20shopify_lastmod: 2026-06-20 → 2026-06-22shopify_lastmod: 2026-06-22 → 2026-06-24shopify_lastmod: 2026-06-24 → 2026-06-25shopify_lastmod: 2026-06-25 → 2026-06-26shopify_lastmod: 2026-06-26 → 2026-06-27shopify_lastmod: 2026-06-27 → 2026-06-30shopify_lastmod: 2026-06-30 → 2026-07-01Jun 11, 26Jun 21, 26Jul 2, 26

Shopify Lastmod · Jul 2

2026-06-30 → 2026-07-01

Shopify Lastmod · Jul 1

2026-06-27 → 2026-06-30

Shopify Lastmod · Jun 28

2026-06-26 → 2026-06-27

PricingIdentity & listingCadence

Reviews

What merchants are saying

5.00(17 reviews)
  • 97%positive29
  • 0%neutral0
  • 3%negative1

Top themes

    What merchants praise

    We had a great experience working with ExpertRec Support. The team was responsive, professional, and helpful throughout the troubleshooting process.
    Runway Ready · 5 · 2026-02-25

    What merchants complain about

    It says 14 days free, I only used it for less than a day and they charged me the same, this application is a scam
    Subliphone · 1 · 2023-06-11

    Plans

    Search & Product Discovery ‑AI pricing tiers.

    Free

    Free

    • Up to 50 SKUs
    • Search Requests Up to 2K/month
    • Basic Features
    • Upgrade for Support
    • ExpertRec Branding

    Standard

    $65/month

    • 5K SKUs
    • 50K Searches
    • Advanced Filters, Metafields Search
    • Search Ranking
    • GA4 Integration
    • AI Synonyms, Search Redirects
    • Search and Collection Merchandising
    • Boost and Bury Rules

    Expert

    $99/month

    • Everything in Standard
    • Up to 10,000 SKUs
    • Search Requests Up to 100K
    • Advanced Analytics
    • AI Merchandising
    • Live Chat Support

    Capabilities

    What Search & Product Discovery ‑AI can do.

    The 40 capabilities Search & Product Discovery ‑AI lists across each of its 2 categories, in Shopify’s own taxonomy. Pulled directly from the App Store listing.

    Search and filters

    Search features

    16
    • Autocomplete
    • Image search
    • Instant search
    • AI search
    • Typo tolerance
    • Synonym groups
    • Voice search
    • Stop words
    • Search suggestions
    • Product recommendations
    • Product boosts
    • Multi-filter
    • Personalized search
    • Custom ranking
    • Search bar
    • Exclude results

    Display customization

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

    Analytics

    6
    • AI insights
    • Conversion tracking
    • Filter usage
    • Real-time analytics
    • Behavior insights
    • Search queries

    Navigation and menus

    Menu style

    2
    • Mega menu
    • Tree

    Browsing

    2
    • Breadcrumbs
    • Infinite scroll

    Customization

    7
    • Drag-and-drop editor
    • Custom CSS
    • JavaScript
    • Multi-language
    • Mobile responsive
    • SEO
    • Analytics

    FAQ

    Search & Product Discovery ‑AI — frequently asked questions.

    What is Search & Product Discovery ‑AI on Shopify?
    Search & Product Discovery ‑AI is a Shopify app in the Search and filters category. ExpertRec AI Search enhances search and discovery with customizable filters for price, collection, vendor, brand, color, size, tags, and metafields. It supports product variants, collection filters and sorting, and sidebar filters to simplify browsing. The search experience includes instant suggestions, autocomplete, autocorrect, and spell check to provide relevant results quickly. All features are configurable in the ExpertRec control panel. It averages 5.00 out of 5 across 17 merchant reviews on the Shopify App Store.
    How much does Search & Product Discovery ‑AI cost?
    Search & Product Discovery ‑AI offers a free plan and 2 paid plans starting at $65/month and going up to $99/month. The free plan includes Up to 50 SKUs, Search Requests Up to 2K/month, Basic Features, and Upgrade for Support. The paid plans unlock advanced features beyond what's available on the free tier.
    Is Search & Product Discovery ‑AI free?
    Yes — Search & Product Discovery ‑AI offers a free plan alongside paid options. The free plan includes Up to 50 SKUs, Search Requests Up to 2K/month, and Basic Features. Paid plans start at $65/month for advanced features.
    When was Search & Product Discovery ‑AI launched?
    Search & Product Discovery ‑AI launched on January 23, 2020 — over 6 years on the Shopify App Store. In that time it has gathered 17 merchant reviews.
    Is Search & Product Discovery ‑AI Built for Shopify?
    Yes — Search & Product Discovery ‑AI carries Shopify's Built for Shopify badge. This certification is awarded to apps that meet Shopify's published standards for performance, ease of use, and merchant value, and is reviewed by the Shopify team rather than self-declared by the developer.
    What are the best Search & Product Discovery ‑AI alternatives?
    Merchants commonly compare Search & Product Discovery ‑AI with Smart Product Filter & Search, Boost AI Search & Filter, Globo Mega Menu, Navigation, and Searchanise Search & Filter. 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.

    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 Search & Product Discovery ‑AI.

    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.

    Prefer the source? View Search & Product Discovery ‑AI on the Shopify App Store ↗