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  4. Search & Product Discovery ‑AI

Search & Product Discovery ‑AI

by ExpertRec

5.0

(15 reviews)

64/100 · SolidBuilt for ShopifyFree plan available. Free trial available.
Best suited for stores with 50 to 10,000 products looking to improve search and discovery.

Probably not for you if your catalog has fewer than 50 SKUs.

AI-powered search and filters for smarter product discovery that helps turn searches into sales 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. 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. more AI-Powered Search with Voice, Image & ChatGPT Agentic Smart Autocomplete with Typo Correction & Ranking Controls Filter Trees for easy filter reuse across collections and search Advanced Collection & Search Filters with Analytics Fully Customizable Search UI with GA4 Tracking & Variant Support

Copy from the Shopify App Store listing, unedited.
View on ShopifyFind my planSee the scorecard
Plan fit
Which plan would my store need?

Move this to your own volume. Nothing is sent anywhere — the answer is computed here, from the limits this developer publishes.

How many SKUs?
3,000
Free≤ 50
Standard≤ 5,000
Expert≤ 10,000

Standard

$65/month

≈ $0.02 per SKU

3,000 of 5,000 SKUs40% headroom

Free ($0/mo) will not stretch this far — it caps out on SKUs.

Next step up is Expert at $99/mo — $34 more a month.

Computed from the limits printed on this developer's own plan descriptions. Prices change — confirm on the listing before you install.
Who it’s for
Navigation and menus
What it moves
Top line

conversion rate

What it costs
From $65/mo

free plan available · 3 tiers · priced by SKUs

How it’s supported
64/100

Solid · from 15 reviews

What it does

AI-Powered Search with Voice, Image & ChatGPT Agentic

Smart Autocomplete with Typo Correction & Ranking Controls

Filter Trees for easy filter reuse across collections and search

Advanced Collection & Search Filters with Analytics

Fully Customizable Search UI with GA4 Tracking & Variant Support

Pricing
Free plan available. Free trial available.
Free

Free

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

$65/month

Lowest paid plan
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
Plans as listed on the Shopify App Store. Always confirm current pricing before installing.

64

/ 100
Solid
low confidence

Scored on 15 merchant reviews we hold for Search & Product Discovery ‑AI, across five checks. Every figure is computed from those reviews — expand any row to see the counts behind it.





Computed from the 15 reviews we hold, with 12-month windows measured to 2026-08. This scores the public review record — it is not a review of the software itself, and a low score often means we hold little evidence rather than poor evidence.
Review history
2021–2026 · 15 reviews read
Reviews per year
20214 reviews
20223 reviews
20233 reviews
20243 reviews
20251 reviews
20261 reviews
What merchants say

5.0

15 reviews
5★100%
4★0%
3★0%
2★0%
1★0%
Developer replies
33%
of reviews get an answer
Reviewed at 12m+
9%
had used it a year when they wrote
From 15 reviews read. Typical reviewer had used the app for 22 days. Most merchants review in their first month, so this reflects when people write — not how long they stay.
Recent merchant reviews

The newest 8 of 15. Open one to read it in full, with the developer's reply where there is one.

This is an outstanding search engine and the best I have seen for an online presence in Shopify. Works extremely well for all devices and is very clever in the way it interacts with the Shopify experience. I would highly recommend it for storefronts of any size. With over 4000 products it is critical that we have a search engine that is quick, agile and responsive. A must have.

Developer repliedThank you so much for your kind words! We're thrilled to hear that you're finding our search app outstanding and that it's enhancing your Shopify online presence. Your recommendation means a lot to us. If you ever need any assistance or have further feedback, please don't hesitate to reach out. Show more

Fantastic onsite search. The team is very communicative and quick to respond. Search results are lightning fast, relevant and customizable. Highly recommend.

Developer repliedThank you for the wonderful review! We're glad you're enjoying the speed, relevance, and flexibility of ExpertRec. Your feedback means a lot to us, and we're always here if you need any assistance! Show more

Great function and even better support. repsonsive and willing to listen to suggestions

Developer repliedThank you for the fantastic review! We're thrilled to hear you find Expertrec's search functionality great and our support team responsive. We're always happy to listen to suggestions for improvement. Please feel free to reach out if you have any! Show more

This is a great application, integrating it to our store was easy and seamless. It performs really well for us. The support team is extremely helpful and has provided guided assistance to us whenever we needed and always solves problem promptly. Highly recommended!

Developer repliedWe're thrilled to hear it! Thank you for the amazing review and for choosing our app. We're always happy to help in any way we can. Show more

Great APP. Fast and effective customer service. Highly recommend their Smart instant search APP. Does exactly what we wanted. Tuned perfectly to our customer's needs.

This app has significantly improved the search function of our store. When we encountered some need for customization the stellar customer support and technical team catered to our store's needs expertly.

I installed this app onto my store, there were a couple of things that I wanted to change - the support people were proactive in getting everything exactly right. I'm really happy with the performance of the app now - works really well.

Great customer service. Had a glitch, they immediately fixed everything in an hour. I messaged them on the help button because the search was not clicking on mobile. After explaining it to the support team they quickly tested everything out and fixed the problem.

Search & Product Discovery ‑AI FAQ

Answered from this app's own listing and its full review record.

Best suited for stores with 50 to 10,000 products looking to improve search and discovery. Probably not for you if your catalog has fewer than 50 SKUs.

There is a free plan, paid plans start at $65/month, and run to $99/month across 3 published tiers. Prices are as listed on the Shopify App Store and can change — confirm before installing.

Search & Product Discovery ‑AI's tiers are gated on SKUs, so the right plan depends on your own volume. The plan-fit tool on this page resolves the cheapest tier whose published limits cover the number you enter, and shows how much headroom is left before the next step up.

On our scorecard Search & Product Discovery ‑AI rates 64 out of 100 — solid — read from 15 merchant reviews. The developer has published replies to 5 of 15 reviews. The score reflects what the review record shows, nothing more.

15 merchants have reviewed Search & Product Discovery ‑AI, averaging 5.0 out of 5. We hold the review history from 2021 to 2026, which is what the year-by-year chart on this page is built from.

Quick facts
At a glance
Merchant rating

5.0 / 5 · 15 reviews


New reviews, last 12 months

1


Developer replies

5 of 15 reviews


Typical reviewer had used it

22 days


Pricing

Free plan available. Free trial available.


On the App Store since

January 23, 2020


Review history held

2021 – 2026

Integrates with
Shopify Admin

Categories
Navigation and menusSearch and filters
Will AI shoppers find this store?

Apps like this one convert the traffic you already have. Getting recommended by ChatGPT and Perplexity is a separate problem.

Run a free readiness check
Alternatives
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Smart Product Filter & Search
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4.71,498 reviews

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Searchanise Search & Filter
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DOOFINDER ‑ Search & Discovery
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The agent-readiness stack for the AI shopping era — helping merchants, publishers and SaaS companies get discovered, cited and transacted with by ChatGPT, Perplexity, Claude, Gemini and the custom shopping agents underneath them.

CompanyAgentically Inc. (d/b/a xpay✦)1875 Mission St, Ste 103San Francisco, CA 94103, United Stateslegal@xpay.sh · privacy@xpay.sh
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