Finding the right product discovery platform can make or break your e-commerce conversion rates.
Attraqt has been a player in this space since 2003, but it's not the right fit for every business.
Whether you're looking for better pricing, more advanced AI capabilities, or a platform that's easier to implement, there are solid alternatives worth considering.
This guide compares 7 of the best Attraqt alternatives for 2026. Each one offers a unique approach to e-commerce search, merchandising, and personalization.
Let's break down what makes each platform different and who they're best suited for.
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What is Attraqt?
Attraqt started life in 2003 as Locayta Limited before rebranding in 2014.
The company acquired Fredhopper in 2017, integrating its product discovery technology into what became the Fredhopper Discovery Platform.
The platform combines an AI-driven Smart Data Engine with a Merchandising Studio, giving retailers tools for search, recommendations, personalization, and campaign management.
Attraqt serves over 240 retail brands including ASOS, Superdry, and The North Face.
Key facts about Attraqt:
- Estimated annual revenue: $24.7M
- 155 employees (declined 20% last year)
- Headquarters in London with offices across Europe and North America
- Market share in e-commerce marketing: roughly 0.02%
Businesses look for Attraqt alternatives for various reasons.
Some want more transparent pricing, others need better AI capabilities, and some simply want a platform that's faster to implement.
How We Evaluated These Attraqt Alternatives
We assessed each platform across several dimensions that matter to e-commerce teams:
- AI-powered search capabilities - Natural language understanding, vector search, and intent recognition
- Merchandising control - Balance between automation and manual override
- Personalization features - Real-time adaptation to shopper behavior
- Pricing transparency - Clear pricing vs. "contact sales" models
- Enterprise readiness - Scalability, security, and support for high-volume stores
- Integration ecosystem - How well it connects with your existing tech stack
At a Glance: All 7 Attraqt Alternatives Compared
One thing stands out immediately: Algolia is the only option with transparent pricing and a free tier.
Everyone else requires you to contact sales. This isn't necessarily bad, enterprise software often has custom pricing, but it does make comparison shopping harder.
The 7 Best Attraqt Alternatives
1. Fredhopper by Crownpeak
Here's an interesting twist: Fredhopper is the platform Attraqt acquired in 2017, but Crownpeak now offers it independently.
This means you can get the original Fredhopper technology without going through Attraqt.
Fredhopper positions itself as an AI-powered product discovery engine for enterprise retailers.
The platform claims to deliver 5x more conversions, a 22% increase in average order value, and a 70% reduction in manual merchandising tasks.
Key features include:
- AI Search - Intent-driven discovery that turns searches into sales
- Intelligent Merchandising - Adapts to regional trends and shopper behaviors
- Advanced Recommendations - Cross-sell, upsell, and "shop the look" capabilities
- Shopify Integration - Available as an app in the Shopify marketplace
The customer list reads like a who's who of retail: Sephora, Calvin Klein, Tommy Hilfiger, Screwfix, and Cdiscount all use Fredhopper.
There's also a Shopify app for stores wanting enterprise-level product discovery.
A Ecommerce Product Manager at Harvey Nichols shared: "There is no doubt Fredhopper has helped Harvey Nichols to reach many of its digital goals.
Product discovery and functionality are essential to the experience on our website."
Best for: Large fashion and retail brands with complex catalogs and international operations.
2. Bloomreach
Bloomreach is arguably Attraqt's most direct competitor.
They even have a dedicated comparison page positioning themselves as the better alternative.
The platform uses Loomi AI (built into all products from day one) to power search, merchandising, and content personalization. Bloomreach holds a 4.6/5 rating on G2 with over 570 reviews, which suggests broad market acceptance.
Customer success metrics are impressive:
- SmartPak increased revenue from search by $1.9M in just 8 months
- Hornby Hobbies increased conversion rates by 10% within 2 months
Bloomreach's key differentiators versus Attraqt:
- All-in-one solution - Combines search, merchandising, and content in one platform
- True enterprise capabilities - Supports 10 businesses in the NRF Top 100 Retailers
- Dynamic in-session personalization - Adapts to behavior from the first visit, not just returning customers
The platform is recognized as a Forrester Leader in Site Search, which carries weight for enterprise buyers evaluating vendors.
Best for: Mid-market to enterprise retailers wanting a comprehensive digital experience platform rather than just search.
3. Algolia
Algolia takes a different approach than most Attraqt alternatives. Founded in 2012 and headquartered in Palo Alto, the company built an API-first search platform that developers love.
The platform offers end-to-end AI search and discovery using natural language processing and vector search technology. It serves multiple sectors including retail, B2B commerce, marketplaces, media, and SaaS.
What makes Algolia stand out:
- Transparent pricing - Free tier available, paid plans start at $0.50 per 1,000 search requests
- Developer-friendly - Extensive documentation, SDKs, and API flexibility
- Fast implementation - Search can be live in hours, not weeks
- Multi-platform - Works with any e-commerce platform via API
Unlike enterprise-focused competitors, Algolia publishes pricing upfront. This makes it easier for smaller teams to evaluate without sitting through sales calls.
Best for: Developers and businesses wanting flexible, fast search implementation with predictable pricing.
4. Searchspring (Athos commerce)
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Searchspring focuses specifically on e-commerce search, merchandising, and personalization.
The platform gives merchants control over site search results while providing relevant product recommendations.
Key capabilities include:
- Site search with merchandising controls
- Category navigation optimization
- Product recommendations
- Analytics and reporting dashboard
Searchspring has submitted an analyst briefing to CB Insights, indicating they're active in the competitive intelligence space.
The platform is known for balancing automation with merchandiser control, letting teams set rules while AI handles the heavy lifting.
Best for: Mid-size retailers who want merchandising control without enterprise complexity.
5. Klevu
Klevu (also listed as Athos Commerce on some platforms) offers e-commerce search and discovery solutions with a focus on AI-powered personalization.
The platform includes search, category merchandising, and product recommendations.
The company has built strong integrations with major e-commerce platforms, particularly Shopify and Magento.
This platform-agnostic approach makes it easier for growing retailers to implement advanced search regardless of their underlying technology.
Klevu's AI learns from shopper behavior to improve search results and recommendations over time.
The platform also offers merchandising tools that let teams promote specific products while maintaining natural search relevance.
Best for: Growing retailers on Shopify or Magento who need scalable search that grows with their business.
6. Constructor
Constructor was founded in 2015 and is headquartered in San Francisco.
The company focuses on AI-powered e-commerce search and product discovery for enterprise clients.
The platform covers the full discovery journey:
- Search results optimization
- Product recommendations
- Category page optimization
- B2B and B2C commerce support
Constructor emphasizes "merchandiser intelligence and controls," suggesting a balance between AI automation and human oversight.
The platform is designed for businesses that need sophisticated search without sacrificing merchandiser input.
Best for: Enterprise B2B or B2C e-commerce requiring advanced AI search with merchandiser control.
7. Nosto
Nosto positions itself as a Commerce Experience Platform (CXP) rather than just a search tool.
This broader scope includes e-commerce personalization and experience management beyond product discovery.
The platform offers:
- Personalized product recommendations
- Dynamic content personalization
- Customer data platform capabilities
- Omnichannel personalization
Nosto's approach is to personalize the entire shopping experience, not just search results.
This makes it a different kind of alternative to Attraqt, one that might replace multiple tools rather than just the search component.
Best for: Retailers wanting comprehensive personalization across the entire customer experience, not just search.
Key Features to Look for in an Attraqt Alternative
When evaluating these platforms, prioritize these capabilities:
AI-powered search with NLP - Look for natural language understanding that handles synonyms, typos, and conversational queries.
Vector search technology helps match intent even when exact keywords don't match.
Visual merchandising controls - Merchandisers need the ability to boost, bury, and pin products for campaigns without developer help.
Real-time personalization - The platform should adapt to shopper behavior within a single session, not just across repeat visits.
Multi-language and multi-region support - Essential for international retailers managing localized catalogs and pricing.
Integration with your e-commerce platform - Native integrations with Shopify, Magento, BigCommerce, or your custom platform reduce implementation time.
Analytics and insights - Understanding what shoppers search for (and what they can't find) drives continuous improvement.
Pricing Reality Check
Here's the uncomfortable truth about pricing in this space: most platforms won't tell you what they cost without a sales conversation.
Algolia is the clear exception with its free tier and published rates.
For everyone else, expect to go through a sales process to get accurate pricing for your use case.
This doesn't mean the other platforms are overpriced. Enterprise software often has custom pricing because every implementation is different.
But it does make budget planning harder.
Which Attraqt Alternative Should You Choose?
The right choice depends on your specific situation:
Choose Fredhopper if you're a large fashion or retail brand wanting proven enterprise merchandising with a track record at major retailers.
Choose Bloomreach if you want a comprehensive digital experience platform that goes beyond search to include content and full-site personalization.
Choose Algolia if you need developer-friendly search with transparent pricing and fast implementation.
Choose Searchspring if you're a mid-size retailer wanting balanced merchandising control without enterprise-level complexity.
Choose Klevu if you're a growing retailer on Shopify or Magento who needs a solution that scales with your business.
Choose Constructor if you're enterprise B2B or B2C and need advanced AI search with sophisticated merchandiser controls.
Choose Nosto if personalization across the entire shopping experience, not just search, is your priority.
Beyond Search: Completing Your E-commerce Automation
Upgrading your product search helps customers find what they want. But what happens when they need help after purchase?
Many e-commerce businesses are now automating phone support alongside their search improvements.
Ringly.io offers an AI phone agent called Seth that handles inbound customer calls for Shopify stores.
Seth answers questions, looks up orders, processes returns, and escalates only when necessary.
With 70-73% of calls resolved without human intervention, it's a natural complement to modernizing your e-commerce tech stack.
If you're evaluating Attraqt alternatives to improve your store's performance, consider also upgrading your post-purchase support experience.
Start a free trial with Ringly and see how AI can handle your phone support while you focus on merchandising.
Frequently Asked Questions
What are the best Attraqt alternatives for small businesses?
Algolia is the most accessible option for smaller businesses due to its free tier and transparent pricing. Klevu also works well for growing Shopify stores that need room to scale.
Which Attraqt alternatives offer the best AI-powered search?
Bloomreach and Constructor both emphasize advanced AI capabilities. Algolia also offers strong AI search with vector-based natural language understanding. Fredhopper has proven AI search used by major retailers like Sephora.
Are there any free Attraqt alternatives?
Algolia offers a free tier with generous limits for smaller stores. Most other platforms require paid plans, though many offer free trials to evaluate the software.
How do Attraqt alternatives compare for enterprise retailers?
Fredhopper, Bloomreach, and Constructor are all built for enterprise use. Fredhopper has the longest track record with major fashion brands. Bloomreach offers the broadest digital experience platform. Constructor focuses specifically on AI-powered enterprise search.
What should I consider when switching from Attraqt to an alternative?
Consider your integration requirements, data migration needs, team training time, and any custom merchandising rules you've built. Also evaluate whether you need the platform to handle both B2B and B2C use cases if applicable.
Which Attraqt alternative has the best Shopify integration?
Fredhopper offers a dedicated Shopify app. Klevu also has strong Shopify integration. Algolia works with Shopify via API and has extensive documentation for the platform.
Do Attraqt alternatives support multi-language and international stores?
Most enterprise-focused alternatives including Fredhopper, Bloomreach, and Algolia support multi-language search and regional merchandising. Check with each vendor about specific language support and international pricing capabilities.
