Recombee

Recombee is a recommendation engine and personalized-search service for teams building digital experiences around user activity and changing catalogs. It is best suited to businesses that want real-time personalization and control over how results are ranked. Its free tier offers a measured way to start, but rising interaction, request, user, or catalog volumes can make the paid tiers a significant commitment.

Overview

Recombee combines personalized recommendations with semantic search, analytics, and tools for shaping business rules. Its target industries range from e-commerce, video, news and media, and music to travel, real estate, recruitment, marketplaces, deal aggregators, and live events. The breadth is useful for businesses with very different catalogs, though the product’s strongest case is for teams that can make use of tailored discovery rather than a basic recommendation widget.

The company says its service handles more than 30,000 recommendations per second, catalogs with tens of millions of items, and over a billion recommendations per day. Those figures point to substantial operating scale, while the plan quotas remain important for buyers estimating their own costs.

Key features

The recommendation engine adapts to user interactions and catalog updates, making it a fit for experiences where relevance needs to respond to activity rather than remain static. Personalized semantic search extends that approach to search results, so the product can address both browsing and direct discovery.

Scenario settings, filters, boosters, constraints, and ReQL give teams several ways to tune recommendation behavior and apply business rules. That control is valuable when ranking needs to reflect commercial or editorial priorities, but it also means teams must determine and maintain those rules. The Admin UI provides customizable reports and insights into user interactions with recommendations and the platform, helping teams examine how the service is being used.

Integration options include a REST API, SDK clients in multiple programming languages, catalog feeds, and no-code widgets. Official plugins are available for Keboola and Segment; community plugins cover WordPress, Drupal, Laravel, Kentico, Kentico Kontent, and n8n. This range supports both developer-led integration and some lower-code routes, though the listed community plugins are distinct from official integrations.

Recombee says customer data is pseudonymized, its servers have physical and software safeguards, routine penetration tests are performed, and database access is monitored and logged. Processing servers are in the EU. These measures may matter to organizations assessing data handling, but they do not replace their own security and privacy review.

Pricing

The pricing model is freemium. An unlimited 30-day trial can be followed by an upgrade or continued use of the free plan, making it possible to evaluate the service before committing to a paid tier. The key pricing distinction is scale: quotas rise sharply between plans, and the paid prices are starting prices.

Free — free, billed Forever: Under 100,000 interactions and recommendation requests per month, under 20,000 active users per month, and under 20,000 catalog items. This is the sensible starting point for a small deployment, but the strict “less than” ceilings leave little room at those thresholds.

Standard — $99 a month, billed Starting at /mo: 100,000 interactions and recommendation requests per month, 20,000 active users per month, and 20,000 catalog items. It is the entry paid tier for projects that have outgrown the free caps; it does not increase those user and catalog limits.

Pro — $1,699 a month, billed Starting at /mo: 5,000,000 interactions and recommendation requests per month, 1,000,000 active users per month, and 1,000,000 catalog items. This is aimed at substantially larger services, with a steep price step from Standard.

Premium — $4,499 a month, billed Starting at /mo: at least 20,000,000 interactions and recommendation requests per month, at least 4,000,000 active users per month, and at least 4,000,000 catalog items. It is for very high-volume deployments rather than teams seeking a modest increase over Pro.

Support is also tiered: plan features include customer-support tiers, mail, availability guarantees, an account manager, video calls, a Slack channel, integration support, and data science support. Buyers should match the plan’s support package as well as its quotas to their operational needs. The published pricing does not establish a seat allowance, so seat-based costs should not be assumed.

Platforms

Recombee supports Android, iOS, web, and API. That mix suits teams serving mobile and browser experiences or connecting through their own software, with omnichannel support also listed.

Who it's for

Recombee is a strong fit for digital businesses with changing catalogs, meaningful user activity, and a need to tailor discovery across recommendations and search. Its controls and integration options will matter most to teams with the technical capacity to configure the experience and assess its results. A small project can begin on the free tier, while businesses whose usage outgrows Standard should weigh the much higher Pro starting price against their actual volume needs.

Pros and cons

Pros: Real-time recommendations and personalized semantic search address two important discovery paths in one service.

Pros: Filters, boosters, constraints, scenarios, and ReQL provide meaningful control over ranking and business rules.

Pros: A free plan and unlimited 30-day trial offer a low-commitment starting point.

Pros: API, SDKs, feeds, widgets, and plugins accommodate several integration approaches.

Cons: Free and Standard share the same 20,000 active-user and 20,000-item ceilings, limiting the value of Standard for catalog growth alone.

Cons: Pro starts at $1,699 a month, a major price increase for teams that need more than Standard but not necessarily Premium-scale capacity.

Cons: The extensive configuration controls are most useful when a team can actively set and maintain its recommendation rules.

Alternatives

Choose Personyze if its free plan’s 5k pageviews, one domain, three active campaigns, eight AI tasks a month, and email support better match a small campaign-led use case; its listed Starter plan is $149 a month. Wiser AI is a more focused option when order-based pricing is a better fit: its free plan covers up to 50 orders, with a $9 a month tier for 51–100 orders. LimeSpot may suit a store looking for a paid option priced around order volume; its LimeSpot Turbo plan is $19.99 a month for up to 250 orders per 30 days from the Online Store channel, and is unavailable to Shopify Plus stores.

Alterable is worth considering for its free Engage plan, which includes 10,000 impressions per month and local maps for up to 10 locations. Kimonix Ecommerce Personalization offers an Agentic Search plan with a 5.90 USD monthly base fee plus 10¢ per agent answer and 1¢ per search, and a seven-day free trial. Litmus is an alternative with a paid Basic plan at $99 a month, or a yearly option at $79 USD per month; it has no free plan. Barilliance has a paid Live! plan starting at 250.00 USD, with monthly billing stated but no billing currency given. Bloomreach Content is another paid alternative.

For broader browsing, see Email Personalization Software and Personalization Software.

Verdict

Choose Recombee if your business needs real-time recommendations and personalized search, and you want control over ranking rules across a sizeable catalog. The free tier and trial make initial evaluation practical, but the low free caps and jump to Pro pricing make volume forecasting essential. Look elsewhere if you need a lower-cost step beyond Standard or do not have the capacity to manage a configurable recommendation system.