Search & Product Discovery ‑AI for Shopify App Store
By ExpertRec
Search & Product Discovery ‑AI is the #32 ranked search and filter app on Shopify, with a 5.0 average rating from 17 reviews, with a free plan available, as of Sep 7, 2026.
Search & Product Discovery ‑AI is a Shopify App Store app by ExpertRec, launched January 2020. With a rating of 5.0★ from 17 reviews, it currently ranks #32 in the Search and filter category.
AppRanks data: Search & Product Discovery ‑AI ranks #32 in Search and filter on Shopify App Store, placing it in the top 11% of that category.
AppRanks verdict
Generated from live marketplace data — refreshed daily
Search & Product Discovery ‑AI is a category-leading Shopify app with a limited review volume. It is listed in the Search and filter category on Shopify App Store, which AppRanks treats as the canonical taxonomy node for ranking and competitor comparison. 17 reviews put it in the early-traction tier — useful for early-stage stores willing to be on the leading edge. Early-traction review counts are sensitive to single launch periods or feature events, so a 30-day re-check before bigger commitments often resolves whether the trend is sustained. The free tier lets you trial the entry feature set without committing a payment method. AppRanks tracks rating, review count, pricing tier, and category position daily — the figures on this page reflect the most recent scrape from the canonical Shopify App Store listing.
Pros
- +High average rating (5.0★) signals consistent merchant satisfaction
- +Free tier available — no card required to evaluate
- +Published by ExpertRec — established developer track record
Cons
- −Limited review base (17) — ratings can shift significantly with new feedback
Looking to switch from Search & Product Discovery ‑AI?
See Search & Product Discovery ‑AI's alternatives ranked by audit score, rating, and review velocity.
About Search & Product Discovery ‑AI
How Search & Product Discovery ‑AI works
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.
Screenshots
Key features
- 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
Standardized capabilities
Normalized capabilities detected for this app, comparable across the marketplace.
- AI-Powered InsightsLeverage AI to uncover insights and trends in your data.common
- AI-Powered SearchEnhance search functionality with AI-driven results.table-stakes
- All Features IncludedGet access to all features available in your subscription.common
- AI AnalyticsUtilize AI-driven analytics tools for actionable insights and reporting.common
- Autocomplete FieldsEnable automatic suggestions for faster form completion.table-stakes
- Behavior InsightsGain insights into customer behavior to optimize your marketing strategies.common
- Checkout TrackingMonitor the checkout process to identify drop-off points.common
- Custom CSS StylingApply custom CSS to personalize the look and feel of your store.common
- Custom Filtering OptionsCreate tailored filters to enhance product search and navigation.table-stakes
- Custom RankingAllow custom ranking of products based on user-defined criteria.common
- Custom Styling OptionsApply custom styles to enhance your store's appearance.table-stakes
- Drag-and-Drop EditorEasily create and customize content using a drag-and-drop interface.common
- Exclude ResultsFilter out specific results from search queries to refine outcomes.common
- Filter Display OptionsCustomize how filters are displayed to enhance user experience.table-stakes
- Filter Usage AnalyticsAnalyze how filters are used to optimize product visibility.common
- Image SearchQuickly find images using search functionality.differentiator
- Infinite ScrollAutomatically load more content as users scroll down the page.differentiator
- JavaScript SupportUtilize JavaScript to customize and enhance your store's functionality.common
- Live Chat SupportEngage with support agents in real-time through live chat.
- Mega Menu NavigationCreate a visually appealing mega menu for easier site navigation.niche
- Mobile Responsive DesignEnsure your site is mobile-friendly and adapts to all devices.table-stakes
- Multi-Filter OptionsEnable multiple filters for a comprehensive product search experience.common
- Multi-Language SupportOffer a multilingual experience for your customers.common
- Personalized SearchEnhance search results based on individual user preferences and history.common
- Product BoostsIncrease visibility and sales of specific products through promotional boosts.common
- Product RecommendationsProvide personalized product recommendations to boost sales.common
- Product Search FunctionalityEnable customers to search for products easily on your site.table-stakes
- Real-Time AnalyticsAnalyze data as it happens for immediate insights.common
- Search Results PageCustomize the layout and content of your search results page for better user experience.table-stakes
- Search Suggestions and QueriesOffer relevant search suggestions to guide users in finding content.table-stakes
- Search Engine OptimizationEnhance your website's visibility on search engines through effective SEO practices.common
- SKU LimitsSet and manage limits on the number of SKUs for your inventory.
- Product Sorting OptionsSort products based on various criteria for better navigation.common
- Standard FeaturesAccess a comprehensive set of essential features for your store.
- Stop Words ManagementIdentify and manage stop words to enhance search results accuracy.differentiator
- Synonym GroupsManage and define groups of synonyms for improved search relevance.common
- Tree ManagementManage and organize your product categories and hierarchy effectively.common
- Typo Tolerance FeaturesEnhance user experience with features that tolerate typos in input.common
- Voice NavigationEnable users to navigate your service using voice commands.differentiator
- Customizable FiltersCreate and adjust product filters to improve product discovery for customers.
- Instant SuggestionsProvide users with real-time suggestions based on their input.common
Pricing plans
Free
|
Standard65/month
|
Most popular Expert99/month
|
Category rankings
As of Sep 7, 2026- Search and filter#32of 306Top 11%
- Navigation and menu#34of 164Top 21%
- Search and navigation#86of 393Top 22%
See 90-day rank history for each category
Track daily rank changes, category shifts, and position volatility.
Keyword rankings
Search & Product Discovery ‑AI ranks for 13 keywords across Shopify App Store. Here are the top 3:
- Rank #11
- Rank #13
- 3.searchRank #16
Competitors & alternatives
Search & Product Discovery ‑AI doesn't have curated competitor matchups yet. Other tracked search and filter apps on Shopify:
Frequently asked questions
What is Search & Product Discovery ‑AI?
Search & Product Discovery ‑AI is an app for Shopify. It currently holds a 5.0-star rating from 17 merchant reviews, and it has been listed on the marketplace since 2020. It is listed under the Search and filter category on AppRanks, where you can see its current category position, review-velocity trend, and how it compares against the top alternatives in the same space. Developed by ExpertRec.
Is Search & Product Discovery ‑AI free?
Search & Product Discovery ‑AI offers a free plan that merchants can install on Shopify without entering payment details. Paid tiers Standard, Expert unlock additional features for teams that outgrow the free plan. Pricing details on this page are mirrored from the live Shopify listing and refresh on each scrape cycle.
Who uses Search & Product Discovery ‑AI?
Search & Product Discovery ‑AI is actively installed across Shopify stores tracked by AppRanks. Its review base is still building, which usually maps to early-stage merchants and stores piloting a new workflow. It is part of the Search and filter category on Shopify.
Where does Search & Product Discovery ‑AI rank on Shopify?
Search & Product Discovery ‑AI currently sits at position #32 in the Search and filter category on Shopify. That places it in the top 10% of 306 apps tracked in the same category. Category positions are read from the live marketplace ranking and refresh on each scrape, so the number you see here reflects the most recent crawl rather than a long-running average.