kitio.aiVoyado vs Prefixbox
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Voyado starts at See pricing page and Prefixbox 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 product search
- Merchandising and recommendations
- Retail media
- CRM and marketing automation
- Loyalty and digital wallet
- MCP server
- AI search with personalization
- Rich autocomplete
- AI navigation
- Product recommendations
- AI shopping assistant
- Experimentation and analytics
| Feature | Voyado | Prefixbox |
|---|---|---|
| Best for | AI product discovery and customer engagement platform for retail | AI site search and shopping assistant for online stores |
| Category | Legal, finance & HR | Legal, finance & HR |
| Pricing model | Paid | Free trial |
| Starting price | See pricing page | See pricing page |
| Free plan | No | No, trial available |
| Made by | Voyado | Prefixbox |
| Based in | Sweden | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
|
Pricing compared
Voyado starts at See pricing page and Prefixbox 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
Voyado
- Discovery and CRM on one platform
- Built specifically for retail
- MCP access for external agents
- No public pricing
- Demo needed before buying
- Geared to mid-size and large retailers
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
Which one should you choose?
Choose Voyado if you want:
- Discovery and CRM on one platform
- Built specifically for retail
- MCP access for external agents
Watch out: no public pricing.
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.
Voyado vs Prefixbox FAQ
What is the difference between Voyado and Prefixbox?
Voyado: AI product discovery and customer engagement platform for retail. Prefixbox: AI site search and shopping assistant for online stores. Both are legal, finance & hr tools.
Is Voyado or Prefixbox cheaper?
Voyado starts at See pricing page and Prefixbox starts at See pricing page. Check both pricing pages for current plans.
Do Voyado and Prefixbox have free plans?
Voyado: No. Prefixbox: No, trial available.
Who makes Voyado?
Voyado is made by Voyado, based in Sweden.
Who makes Prefixbox?
Prefixbox is made by Prefixbox.
Which should I choose, Voyado or Prefixbox?
Choose Voyado if you value discovery and crm on one platform and built specifically for retail. Choose Prefixbox if you value covers search, navigation and recommendations and shopify and salesforce integrations.