Queryra vs Athos Commerce: AI Search Without the Enterprise Price Tag

If you've been looking for AI-powered semantic search for your online store, you've probably come across Athos Commerce — the platform formed by merging Searchspring, Klevu, and Intelligent Reach.

Athos Commerce is the real deal. They have genuine semantic search, major brand clients like SKIMS, Fabletics, and West Elm, and a full suite of merchandising and personalization tools.

They also don't publish their prices anymore — since the merger, pricing is quote-only (G2's 2026 listing reports plans at $699–$1,099/month), getting a number requires a sales call, and implementation takes weeks.

I built Queryra because I believe the core technology behind semantic search — vector embeddings that understand what customers mean, not just what they type — shouldn't require an enterprise budget. This comparison explains what each product does, where they overlap, and who should use which.

Full disclosure: I'm the founder of Queryra. I'll be honest about what Athos does better.

Athos Commerce — Enterprise product discovery platform. Semantic search + merchandising + personalization + data feeds. Pricing quote-only — reported at $699–$1,099/month (G2, 2026). Sales call required. Weeks of onboarding. Built for mid-market and enterprise retailers with dedicated ecommerce teams.

Queryra — AI semantic search plugin for WooCommerce. $9.99/month. Install in 5 minutes. No sales call, no onboarding team, no external API keys. Built for small-to-medium WooCommerce stores that need search to understand customer intent.

Both Queryra and Athos Commerce use the same fundamental technology: semantic search powered by AI.

Traditional search matches keywords. If a customer types "gift for dad who likes gardening" and no product contains those exact words, traditional search returns nothing. Both Queryra and Athos solve this by converting products and search queries into vector embeddings — numerical representations of meaning — and matching them by intent, not keywords.

This means both platforms can connect "gift for dad who likes gardening" to garden gloves, seed kits, and plant pots without any manual synonym configuration.

This is the core capability that separates both products from keyword-based tools like Searchanise, Doofinder, Relevanssi, and SearchWP.

Since this comparison was first published, something notable happened: Athos Commerce stopped publishing prices altogether.

Before the January 2025 merger, both legacy brands had public price lists — Searchspring's tiers were published at $599–$999/month and Klevu's AI Search started around $499/month. Today, both klevu.com/pricing and searchspring.com/pricing redirect to a single Athos Commerce pricing page that shows three plan names (Onsite Discovery, Offsite Discovery, Complete Discovery) and zero numbers — every plan is "Request Pricing". You can verify this yourself in about thirty seconds.

Two more details worth knowing before you book that sales call:

AI Search is an add-on. On the current Athos plan structure, AI-powered search is sold as an add-on module on top of the base plans, priced by quote. The thing you probably came for is not automatically in the base price.

Reported numbers. G2's 2026 listing reports Athos plans at $699, $899, and $1,099 per month — before add-ons. Treat these as directional; the official page won't confirm any number without a call.

This isn't unusual — across the enterprise search market, public pricing is disappearing and true semantic search increasingly ships as a paid extra. Hawksearch, for example, publishes a $500/month Core plan, but its vector-based Concept Search requires the $850/month tier plus add-ons. It's a trend worth knowing about, because it makes honest comparison shopping genuinely harder.

Queryra's position on this is simple: our pricing is on the page, semantic search is the product — not an add-on — and you can test everything on a live demo store before talking to anyone.

Athos Commerce is a full product discovery platform, not just a search plugin. Here's where they genuinely outperform Queryra today:

Merchandising suite. Athos gives you campaign scheduling, product pinning, boost rules, banner management, A/B testing, and geo-merchandising. You can control exactly which products appear first for specific queries, run promotions, and test different strategies. Queryra has basic product boost controls but nothing close to this level of merchandising.

Personalization. Athos delivers personalized search results and product recommendations based on individual user behavior. Two customers searching the same query can see different results based on their browsing history and purchase patterns. Queryra returns the same semantic results for everyone.

Analytics depth. Revenue insights, search insights, product insights, category insights, 365-day historical data, real-time dashboards. Athos gives ecommerce teams the data they need to optimize continuously. Queryra currently has basic search statistics.

Multi-platform support. Athos works across Shopify, Magento, BigCommerce, Prestashop, and custom platforms. Queryra is currently WordPress and WooCommerce only.

Scale. Athos handles massive catalogs (600,000+ products) with enterprise SLA guarantees. They have offices in five countries and dedicated customer success managers. They're built for brands doing millions in revenue.

Track record. Founded in 2007 (as Searchspring), trusted by brands like SKIMS, West Elm, Fabletics, Peet's Coffee, and Moen. Queryra launched in January 2026.

Price. Queryra starts from $9.99/mo (see pricing). Athos Commerce starts at $699/month. That's not a typo. For a small WooCommerce store doing $10-50k/month in revenue, $699/month for search is hard to justify. Queryra is a no-brainer.

Setup speed. Install the Queryra plugin from WordPress.org, paste your API key, click sync. Five minutes, no coding, no sales call, no onboarding team, no weeks of implementation. Athos requires contacting sales, getting a quote, signing a contract, and going through a multi-week implementation process.

No API key complexity. Queryra handles all AI processing on our infrastructure. You don't need an OpenAI account, a Supabase database, or any external service. One API key, included in your plan. Athos also handles infrastructure, but you need to go through their sales and onboarding process to get started.

WordPress-native. Queryra is built specifically for WordPress and WooCommerce. It uses standard WordPress hooks, works with any theme, auto-syncs on product publish, and respects WooCommerce's product structure (variations, SKUs, categories, attributes). It feels like a native WordPress feature, not an external platform bolted on.

Transparency. Pricing is public. Features are documented. You can install and test before talking to anyone. Athos requires a sales conversation before you can see pricing or try the product — and since the merger, even the prices Searchspring and Klevu used to publish are gone (both pricing pages now redirect to a quote form).

Let's put real numbers on it.

Small WooCommerce store (500 products, 5,000 searches/month):
Queryra: published plans from $9.99/mo (see pricing). Athos Commerce: reported $699+/month (quote required).

Medium WooCommerce store (2,000 products, moderate search traffic):
Queryra: Pro at $199/month covers this catalog comfortably; higher search volumes are quoted individually. Athos Commerce: reported $699–$1,099+/month, plus add-ons.

Large store (50,000 products, 200,000 searches/month):
Queryra: Enterprise plan (contact us). Athos Commerce: custom quote — likely well above the reported entry tiers once add-ons are included.

For the large store, Athos might genuinely be the better choice — you're paying for merchandising, personalization, dedicated support, and proven scale. But for the small and medium stores, paying $699/month for semantic search when the same core technology is available from $9.99/mo doesn't make financial sense.

One G2 reviewer wrote about Athos: "The price is very steep. It is impossible to afford if you are a microbusiness or startup." That's the gap Queryra fills.

Choose Athos Commerce if:

You're a mid-market or enterprise retailer doing $1M+ in annual online revenue. You have a dedicated ecommerce team that can leverage merchandising, A/B testing, and personalization tools. You need multi-platform support beyond WordPress. You have budget for $699+/month and want a proven platform with dedicated customer success managers.

Choose Queryra if:

You're a WooCommerce store owner who needs search to understand what customers mean, not just match keywords. Your budget doesn't stretch to $699/month for search. You want to install something in 5 minutes and see results immediately. You're tired of customers searching "gift for mom" and getting zero results. You want semantic search without the enterprise sales process.

Athos Commerce is a better product in almost every dimension except price and simplicity. They have more features, more experience, more clients, and more infrastructure.

But most WooCommerce stores don't need all of that. They need one thing: search that understands their customers. That's what semantic search does. And until now, the only way to get it was to pay enterprise prices.

Queryra exists because a WooCommerce store selling handmade candles shouldn't need to spend $699/month to make sure "relaxing evening gift" finds their lavender candle set.

If you outgrow Queryra, Athos Commerce is a great next step. But start where it makes sense for your business today.