# Marqo

> Smarter Search, Higher Conversion

- **Canonical URI:** https://www.vioscale.ai/software/marqo
- **Category:** Vector Databases
- **Homepage:** https://marqo.ai
- **Also known as:** marqo
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-03T13:15:04.507Z

## Vioscale score

**36.5 / 100**, confidence 23% (low).

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 6 | 0 | - |
| reliability | 50 | 10 | 500 | ✓ |
| capabilities | 45.8 | 17 | 778.9 | ✓ |
| integrations | 0 | 8 | 0 | - |
| security_posture | 0 | 18 | 0 | - |
| pricing_transparency | 0 | 8 | 0 | ✓ |

## Pricing

_As of 2026-08-03, [verify at source](https://marqo.ai). Independently observed._

Quote-based

## About

AI-native ecommerce search and product discovery platform that trains dedicated LLM models on your product catalog and shopper behavior to deliver semantic search, intelligent ranking, and adaptive shopping experiences.

_Independently observed._

## Platform & deployment

- **Platforms:** Web
- **Deployment:** Cloud / SaaS

## Capabilities

_The capabilities that matter for Vector Databases. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Deployment** | |
| Deployment | Managed |
| **Index** | |
| ANN index (HNSW / IVF / DiskANN / ScaNN / flat) | - |
| Distance metrics (cosine / dot / Euclidean) | cosine |
| **Query** | |
| Metadata filtering | Pre-filter |
| Hybrid search (dense + sparse fusion) | ✓ |
| Built-in BM25 / lexical | ✗ |
| **Storage** | |
| Quantization | - |
| **Scale** | |
| Multi-tenancy (namespaces / collections / tenants) | ✓ |
| Horizontal scale | Sharded / distributed |
| **Consistency** | |
| Consistency | - |
| **Deployment** | |
| Serverless / consumption pricing | - |
| **Storage** | |
| On-disk vs in-memory | - |
| **Licensing** | |
| Licence class | - |
| **Classification** | |
| Purpose-built vs feature-of-parent | Dedicated DBMS |

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | commercial | [link](https://marqo.ai) | 2026-08-03 | 60% (medium) |
| pricing.price_level | unknown | [link](https://marqo.ai) | 2026-08-03 | 60% (medium) |
| pricing.transparent | no | [link](https://marqo.ai) | 2026-08-03 | 60% (medium) |

### reliability

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| reliability.status_page | yes | [link](https://status.marqo.ai) | 2026-08-03 | 60% (medium) |

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*Source: Vioscale (https://www.vioscale.ai/software/marqo). Independent, evidence-based software intelligence. Cite the canonical URI.*