Depict alternatives
10 products compared · Updated October 15, 2026
The short answer
Depict is an AI merchandising and search tool for fashion e-commerce, known for automating product sorting, search, and recommendations. The strongest alternatives are Algolia for development teams needing a customizable API-first search platform, Nosto for brands wanting a full personalization suite with enterprise support, and Constructor for large retailers needing a headless, KPI-driven discovery platform. Choose based on your technical resources, need for offsite channels, and budget.
Your shortlist, at a glance
Read the comparisons ↓
AlgoliaFree tier. Usage-basedDevelopment teams and enterprises that need a highly customizable, API-first search platform with advanced AI features and volume-based pricing.
NostoCustom quoteE-commerce brands that want modular personalization across search, merchandising, content, and testing, with enterprise support and uptime guarantees.
BloomreachFrom $60K/yrE-commerce brands with 500K+ monthly visitors and scattered customer data who want to replace multiple point tools with one personalization platform.
ConstructorNot publishedLarge retailers and composable commerce stacks that need a headless, KPI-driven search and discovery platform with AI agents and offsite personalization.
FindifyCustom quoteEcommerce teams on Shopify, BigCommerce, Neto, or Norce that need AI-ranked search and smart collections with manual merchandising overrides.- SSearchspringCustom quoteE-commerce teams that need a unified platform for site search, merchandising, and product feed management across multiple sales channels.
- BBoost CommerceFrom $29/moShopify merchants who need AI search plus advanced filtering, bundles, and merchandising campaigns in one app, with plans scaled to monthly sales volume.
SyteNot publishedApparel retailers that want visual search, shop-the-look, and AI-powered product tagging to drive discovery and conversion.
LucidworksCustom quoteLarge enterprises with complex catalogs, B2B commerce, or internal search needs that require flexible deployment and no-code AI tools.
KlevuCustom quoteE-commerce teams that need both onsite search and offsite product feed management, or those wanting modular AI add-ons and autonomous agents.
About Depict and its alternatives
Depict is an AI-powered merchandising and search platform for fashion e-commerce. It automates product sorting, search, and recommendations across Shopify, Centra, Salesforce Commerce Cloud, and headless storefronts, with a focus on reducing manual work and improving shopper experience.
When comparing alternatives, weigh pricing structure (usage-based vs. flat vs. custom), supported platforms and regions, integration depth, and contract terms. Some tools are API-first and require development, while others are app-based and easier to set up. Consider whether you need offsite channels like email or social commerce, and whether you prefer transparent pricing or are comfortable with custom quotes.
Explore the alternatives
- Free tier. Usage-based
1.Algolia
Best for: Development teams and enterprises that need a highly customizable, API-first search platform with advanced AI features and volume-based pricing.
- Pricing
- Free tier. Usage-based
- Category
- AI & Machine Learning
Algolia is a developer-friendly search API that powers search and discovery across many industries, not just fashion e-commerce. You would choose it over Depict if you need deep customization, enterprise-scale search, and the ability to build agentic or generative search experiences.
Where it is strong
- Highly customizable API with extensive documentation
- Advanced AI features like NeuralSearch and dynamic re-ranking
- Volume-based pricing scales with your usage
Where it falls short
- Pricing can become complex and expensive at high volumes
- Requires more technical setup and maintenance than Depict
- Pricing:
- Pricing is usage-based: the free Grow plan includes 10K search requests/month and 50K records. Paid plans start at $0/month for Grow Plus, with additional search requests costing $0.50 per 1K on Grow and $1.75 per 1K on Enterprise-scale AI Search.
- Custom quote
2.Nosto
Best for: E-commerce brands that want modular personalization across search, merchandising, content, and testing, with enterprise support and uptime guarantees.
- Pricing
- Custom quote
- Category
- E-commerce
Nosto is a broader personalization platform that covers search, merchandising, recommendations, and A/B testing, with AI built into every module. Choose it when you need a full customer journey personalization suite with enterprise-grade scalability and SLAs, rather than Depict's focused merchandising and search tool.
Where it is strong
- Modular pricing: pay only for the modules you need
- AI capabilities included in every module at no extra cost
- Enterprise-grade scalability with 99.99% uptime SLA and dedicated infrastructure
Where it falls short
- No self-service free trial. Only a structured Proof of Concept for qualified merchants
- Pricing is opaque and depends on your volume, so it's hard to compare upfront
- Pricing:
- Pricing is not published on the site. It is custom, based on GMV, traffic, modules selected, and support level.
- From $60K/yr
3.Bloomreach
Best for: E-commerce brands with 500K+ monthly visitors and scattered customer data who want to replace multiple point tools with one personalization platform.
- Pricing
- From $60K/yr
- Category
- E-commerce
Bloomreach is a full personalization platform that covers email, SMS, web, mobile, and search, with AI agents that run campaigns and shopping assistance. Choose it over Depict if you need to orchestrate customer journeys across many channels, not just on-site search and merchandising.
Where it is strong
- Covers email, SMS, web, mobile, and search in one platform
- Loomi AI agents can build campaigns and guide shoppers automatically
- Connects to 175+ tools and your live data for real-time decisions
Where it falls short
- Built for large brands. Smaller customers invest $60K+ annually
- No public rate card, so pricing is opaque until you talk to sales
- Pricing:
- Pricing starts at $60K+ per year for most brands, with a platform fee plus usage that scales. No public rate card.
- Switching from Depict:
- Moving from Depict means replacing a focused search and merchandising tool with a broader platform, so you'll need to migrate your catalog and search configuration, and likely onboard a customer data layer.
- Not published
4.Constructor
Best for: Large retailers and composable commerce stacks that need a headless, KPI-driven search and discovery platform with AI agents and offsite personalization.
- Pricing
- Not published
- Category
- E-commerce
Constructor is an AI-native search and product discovery platform that reasons over behavioral, contextual, and catalog data to personalize results across search, browse, recommendations, and AI shopping agents. Choose it over Depict if you need a platform-agnostic, API-first solution that extends to offsite channels like email and physical stores, and if you want deep insights and automation tools to diagnose and improve every ranking.
Where it is strong
- AI-native reasoning across search, browse, recommendations, and agents
- API-first, headless, and platform-agnostic integration
- Offsite experiences: email, physical stores, and answer engines like ChatGPT
Where it falls short
- Pricing is not public, likely enterprise-focused
- May be heavier to set up than Depict's Shopify/Centra native integrations
- Pricing:
- Pricing is not published on the site.
- Custom quote
5.Findify
Best for: Ecommerce teams on Shopify, BigCommerce, Neto, or Norce that need AI-ranked search and smart collections with manual merchandising overrides.
- Pricing
- Custom quote
- Category
- E-commerce
Findify is an AI-powered site search and merchandising platform that ranks products based on shopper behavior rather than static keywords. It suits growing ecommerce catalogs and multi-region retailers that want automated search, smart collections, and recommendations with manual override rules, especially if they run on Shopify, BigCommerce, Neto, or Norce.
Where it is strong
- AI search handles typos, synonyms, and vague queries automatically
- Smart Collections sync in real time with your storefront platform
- Merchandising rules let you boost, bury, pin, or exclude products without code
Where it falls short
- Pricing is not public, so you must contact sales for a quote
- No native integration with Centra or Salesforce Commerce Cloud, unlike Depict
- Pricing:
- Pricing is not published on the site. Plans are quoted by sales based on your volumes.
- SCustom quote
6.Searchspring
Best for: E-commerce teams that need a unified platform for site search, merchandising, and product feed management across multiple sales channels.
- Pricing
- Custom quote
- Category
- E-commerce
Searchspring is a broad e-commerce discovery platform that covers onsite search, merchandising, personalization, and offsite product feed management. Choose it over Depict if you need to manage product feeds for external channels like Google Shopping or social commerce, or if you want a single vendor for both onsite and offsite discovery.
Where it is strong
- Covers both onsite and offsite discovery, including feed management and social commerce.
- Modular AI add-ons and AI agents for search, merchandising, and feed optimization.
- Trusted by more than 2,700 global brands.
Where it falls short
- Pricing is not transparent. Requires a custom quote.
- The site is now branded as Athos Commerce, which may confuse existing Searchspring users.
- Pricing:
- Pricing is not published on the site. Plans are quoted individually.
- BFrom $29/mo
7.Boost Commerce
Best for: Shopify merchants who need AI search plus advanced filtering, bundles, and merchandising campaigns in one app, with plans scaled to monthly sales volume.
- Pricing
- From $29/mo
- Category
- E-commerce
Boost Commerce is a Shopify-focused search, filter, and merchandising app that covers product discovery with AI search, recommendations, and bundles. Choose it over Depict if you run a Shopify store and want a broader set of merchandising tools like filters, pre-orders, and B2B features, with tiered pricing based on monthly GMV.
Where it is strong
- Tiered pricing by GMV fits growing stores
- Includes filters, bundles, and pre-order features
- AI search with synonyms and typo tolerance
Where it falls short
- Shopify-only, no native Centra or headless support
- Higher tiers needed for AI personalization and merchandising
- Pricing:
- Plans start at $29/month for up to $50K GMV, $239/month for up to $100K GMV, and $399/month for up to $650K GMV, with custom pricing above $2.5M GMV.
- Switching from Depict:
- Moving from Depict to Boost means reconfiguring search and merchandising rules in a new dashboard, and you'll lose Depict's cross-platform support if you use Centra or headless.
- Not published
8.Syte
Best for: Apparel retailers that want visual search, shop-the-look, and AI-powered product tagging to drive discovery and conversion.
- Pricing
- Not published
- Category
- E-commerce
Syte is a visual product discovery platform for apparel ecommerce, focused on image search, visual recommendations, and AI tagging. Choose it instead of Depict if your priority is visual search and inspiration galleries rather than text-based search and merchandising automation.
Where it is strong
- Visual search and inspiration gallery help shoppers find products by image.
- AI deep tags and thematic tags improve text search and merchandising.
- Multiple visual recommendation engines, including shop similar and shop the look.
Where it falls short
- Pricing is not public, so you must contact sales for a quote.
- Focus is on visual discovery, so text-based search and merchandising may be less central than in Depict.
- Pricing:
- Pricing is not published on the site.
- Custom quote
9.Lucidworks
Best for: Large enterprises with complex catalogs, B2B commerce, or internal search needs that require flexible deployment and no-code AI tools.
- Pricing
- Custom quote
- Category
- E-commerce
Lucidworks is an enterprise search and discovery platform that handles complex B2B catalogs, internal knowledge, and AI agents, not just fashion e-commerce. Choose it when you need deep customization, self-hosting, or search across multiple business areas beyond a storefront.
Where it is strong
- Supports SaaS, self-hosted, and hybrid deployment options.
- No-code Studios for analytics, commerce, and AI apps.
- Built-in A/B testing and KPI management.
Where it falls short
- Pricing is not public, so budgeting requires a sales call.
- More complex to set up than a Shopify-native app like Depict.
- Pricing:
- Pricing is not published on the site.
- Switching from Depict:
- Moving from Depict means re-implementing search and merchandising rules in Lucidworks' platform, with a steeper learning curve and likely a longer onboarding period.
- Custom quote
10.Klevu
Best for: E-commerce teams that need both onsite search and offsite product feed management, or those wanting modular AI add-ons and autonomous agents.
- Pricing
- Custom quote
- Category
- E-commerce
Klevu is now part of Athos Commerce, which combines search, merchandising, and personalization with offsite product feed management and AI agents. You'd choose it over Depict if you need a broader discovery platform that covers both onsite and offsite channels like Google Shopping and social commerce, or if you want standalone plans for search or merchandising without committing to a full suite.
Where it is strong
- Covers onsite search, merchandising, and personalization plus offsite feed management
- AI agents for conversational shopping, feed audits, and GEO enrichment
- Standalone plans available for Onsite or Offsite Discovery
Where it falls short
- Pricing not public, requires a quote
- Now part of Athos Commerce, so brand and product focus may shift
- Pricing:
- Pricing is not published on the site. Athos Commerce offers custom quotes and standalone annual plans for Onsite Discovery and Offsite Discovery.
See more comparisons in E-commerce alternatives.
FAQ
Questions about Depict alternatives
What is the main difference between Depict and Algolia?
Depict is a focused merchandising and search tool for fashion e-commerce, with native integrations and automated sorting. Algolia is a developer-friendly search API that offers deep customization and enterprise-scale features, but requires more technical setup and has usage-based pricing.
Which alternative is best for a Shopify store?
Boost Commerce is a strong choice for Shopify merchants, with plans starting at $29/month and features like filters, bundles, and pre-orders. Findify also works well on Shopify and offers AI-ranked search with manual overrides.
Are there alternatives with transparent pricing?
Depict and Boost Commerce have public pricing. Algolia offers a free tier and usage-based pricing. Others like Nosto, Findify, and Constructor require custom quotes, which can make budgeting harder.
Which alternative supports offsite channels like email or social commerce?
Searchspring and Klevu (both part of Athos Commerce) cover offsite discovery, including product feed management for Google Shopping and social commerce. Constructor also extends to email and physical stores.
What should I consider if I need enterprise-grade support and SLAs?
Nosto offers a 99.99% uptime SLA and dedicated infrastructure, making it suitable for enterprise needs. Bloomreach is built for large brands with 500K+ monthly visitors, but pricing starts at $60K+ annually.
Last updated October 15, 2026.