Refina: AI Product Advisor is the #187 ranked search and filter app on Shopify, with a free plan available, as of Sep 3, 2026.
Refina: AI Product Advisor is a Shopify App Store app by Refina, launched October 2025.
AppRanks data: Refina: AI Product Advisor ranks #187 in Search and filter on Shopify App Store, placing it in the top 63% of that category.
AppRanks verdict
Generated from live marketplace data — refreshed daily
Refina: AI Product Advisor is a newly-listed 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. no published reviews yet means feature claims are unverified by the wider merchant base. Without a published review base, the only fit-signal available is the developer's own documentation plus the marketplace's listing-quality audit (linked below). 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
- +Free tier available — no card required to evaluate
- +Published by Refina — established developer track record
Cons
- −No public reviews yet — fit and reliability are unverified
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About Refina: AI Product Advisor
How Refina: AI Product Advisor works
Shoppers abandon when they can't decide. Refina is an AI product recommender app that helps them choose — ranking alternatives, explaining the meaningful differences, and answering questions in plain language right on the product page. Being schooled in your catalog, every recommendation comes with the reasoning behind it, so shoppers trust the pick and convert. Works in any store, any category — no quiz to build, no manual tagging.
Screenshots
Key features
- Recovers sales lost to decision fatigue, hesitation, and choice overload
- Shoppers ask in plain language — Refina answers with expert picks and reason why
- Ranks products and explains the meaningful differences right on the product page
- Works across any catalog — beauty, supplements, e-bikes, pet food, anything
- Auto-syncs with your theme. No quiz to build, no manual tagging, no dev work
Standardized capabilities
Normalized capabilities detected for this app, comparable across the marketplace.
- Advanced Analytics DashboardAccess a comprehensive analytics dashboard with advanced features and insights.common
- AI-Powered SearchEnhance search functionality with AI-driven results.niche
- AI AnalyticsUtilize AI-driven analytics tools for actionable insights and reporting.common
- Custom DashboardsCreate interactive dashboards tailored to your analytics needs.
- Custom RankingAllow custom ranking of products based on user-defined criteria.
- Custom Styling OptionsApply custom styles to enhance your store's appearance.niche
- Personalized SearchEnhance search results based on individual user preferences and history.niche
- Priority SupportReceive prioritized assistance to resolve issues faster.common
- Product BoostsIncrease visibility and sales of specific products through promotional boosts.
- Product RecommendationsProvide personalized product recommendations to boost sales.table-stakes
- Search Suggestions and QueriesOffer relevant search suggestions to guide users in finding content.
- AI Product Recommendations and DescriptionsGenerate product recommendations and descriptions with AI.niche
Pricing plans
Lite9/month
|
Growth19/month
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Most popular Pro49/month
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Category rankings
As of Sep 4, 2026- Search and filter#187of 299Top 63%
- Search and navigation#290of 385Top 76%
See 90-day rank history for each category
Track daily rank changes, category shifts, and position volatility.
Keyword rankings
Refina: AI Product Advisor ranks for 4 keywords across Shopify App Store. Here are the top 3:
- Rank #85
- Rank #124
- 3.quizzesRank #208
Competitors & alternatives
Refina: AI Product Advisor doesn't have curated competitor matchups yet. Other tracked search and filter apps on Shopify:
Frequently asked questions
What is Refina: AI Product Advisor?
Refina: AI Product Advisor is an app for Shopify. It is published on Shopify App Store and tracked by AppRanks, and it has been listed on the marketplace since 2025. 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 Refina.
Is Refina: AI Product Advisor free?
Refina: AI Product Advisor does not offer a permanent free plan on Shopify. Pricing starts at 9, and the listed tiers are Lite, Growth, Pro. Trial availability and exact billing terms are mirrored from the live Shopify listing and may change between refresh cycles, so always confirm the headline price on the source marketplace before installing.
Who uses Refina: AI Product Advisor?
Refina: AI Product Advisor 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 Refina: AI Product Advisor rank on Shopify?
Refina: AI Product Advisor currently sits at position #187 in the Search and filter category on Shopify. That places it in the top 63% of 299 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.