kitio.aiPrefixbox vs Marqo
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Prefixbox starts at See pricing page and Marqo starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- AI search with personalization
- Rich autocomplete
- AI navigation
- Product recommendations
- AI shopping assistant
- Experimentation and analytics
- Semantic product search
- Typo tolerance
- Multilingual queries
- Recommendations
- Conversational discovery
| Feature | Prefixbox | Marqo |
|---|---|---|
| Best for | AI site search and shopping assistant for online stores | AI search and product discovery trained on your catalog |
| Category | Legal, finance & HR | Legal, finance & HR |
| Pricing model | Free trial | Paid |
| Starting price | See pricing page | See pricing page |
| Free plan | No, trial available | No |
| Made by | Prefixbox | Marqo |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Prefixbox starts at See pricing page and Marqo starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 29, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Prefixbox
- Covers search, navigation and recommendations
- Shopify and Salesforce integrations
- Built-in experimentation tools
- Managed pricing needs a quote
- Priced by monthly API request volume
- Managed AI Search is listed at €1,250 a month
Marqo
- Models are trained on the retailer's own catalog
- Search, recommendations and merchandising together
- Handles multiple languages
- Sales-led, no public pricing
- Aimed at enterprise retailers
- Revenue claims come from the vendor
Which one should you choose?
Choose Prefixbox if you want:
- Covers search, navigation and recommendations
- Shopify and Salesforce integrations
- Built-in experimentation tools
Watch out: managed pricing needs a quote.
Choose Marqo if you want:
- Models are trained on the retailer's own catalog
- Search, recommendations and merchandising together
- Handles multiple languages
Watch out: sales-led, no public pricing.
Prefixbox vs Marqo FAQ
What is the difference between Prefixbox and Marqo?
Prefixbox: AI site search and shopping assistant for online stores. Marqo: AI search and product discovery trained on your catalog. Both are legal, finance & hr tools.
Is Prefixbox or Marqo cheaper?
Prefixbox starts at See pricing page and Marqo starts at See pricing page. Check both pricing pages for current plans.
Do Prefixbox and Marqo have free plans?
Prefixbox: No, trial available. Marqo: No.
Who makes Prefixbox?
Prefixbox is made by Prefixbox.
Who makes Marqo?
Marqo is made by Marqo.
Which should I choose, Prefixbox or Marqo?
Choose Prefixbox if you value covers search, navigation and recommendations and shopify and salesforce integrations. Choose Marqo if you value models are trained on the retailer's own catalog and search, recommendations and merchandising together.