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
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
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 →
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.
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
Reviews
What merchants are saying
- 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.”
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”
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?
How much does Search & Product Discovery ‑AI cost?
Is Search & Product Discovery ‑AI free?
When was Search & Product Discovery ‑AI launched?
Is Search & Product Discovery ‑AI Built for Shopify?
What are the best Search & Product Discovery ‑AI alternatives?
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 ↗