{"data":{"slug":"marqo","name":"Marqo","tagline":"An AI-powered ecommerce search platform that learns from customer behavior to deliver personalized, accurate product discovery.","homepage":"https://marqo.ai","category":{"slug":"vector-db","name":"Vector Databases"},"vendor":null,"score":{"composite":40.4,"confidence":0.3,"confidenceBand":"low","breakdown":{"price_level":{"value":0,"weight":0.041,"present":false,"contribution":0},"reliability":{"value":50,"weight":0.068,"present":true,"contribution":3.4},"capabilities":{"value":67.1,"weight":0.038,"present":true,"contribution":2.5},"integrations":{"value":17.3,"weight":0.044,"present":true,"contribution":0.8},"security_posture":{"value":0,"weight":0.122,"present":false,"contribution":0},"pricing_transparency":{"value":0,"weight":0.054,"present":true,"contribution":0}},"computedAt":"2026-09-18T12:42:17.330Z","stale":false},"uri":"https://www.vioscale.ai/software/marqo","aliases":["marqo"],"status":"published","crawlStatus":"ok","indexStatus":"indexed","nextCrawlAt":"2026-10-02T12:42:17.420Z","categories":[{"slug":"vector-db","name":"Vector Databases","isPrimary":true}],"facts":{"deployment":[{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}}],"description":[{"attribute":"description.long","value":"An ecommerce search platform using semantic understanding and personalization to help online retailers deliver relevant product results and recommendations based on shopper behavior and intent.","provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}}],"features":[{"attribute":"features.capabilities","value":{"deployment":"managed","serverless":true,"hybrid_search":true,"licence_class":"proprietary","multi_tenancy":true,"product_class":"dedicated_dbms","full_text_bm25":true,"horizontal_scale":"sharded_distributed"},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}}],"platform":[{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}}],"pricing":[{"attribute":"pricing","value":{"type":"quote","sourceUrl":"https://marqo.ai","retrievedAt":"2026-08-13T20:44:47.208Z"},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}},{"attribute":"pricing.model","value":"quote","provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}},{"attribute":"pricing.price_level","value":"unknown","provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}},{"attribute":"pricing.transparent","value":false,"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}}],"reliability":[{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://status.marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T13:12:11.970Z","confidence":0.6}}],"market":[{"attribute":"market.availability","value":{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.75}}],"content":[{"attribute":"content.faq","value":[{"answer":"AI-native ecommerce search and product discovery platform that leverages semantic search, behavioral data, and personalization to improve product relevance, conversion rates, and average order value for online retail brands. It is indexed under Vector Databases.","source":"https://marqo.ai","question":"What is Marqo?","confidence":0.6},{"answer":"Marqo does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://marqo.ai","question":"How much does Marqo cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Marqo. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://marqo.ai","question":"What platforms does Marqo support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Marqo, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://marqo.ai","question":"Can Marqo be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Marqo, including Shopify, Adobe Commerce and Salesforce Commerce Cloud. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://marqo.ai","question":"What does Marqo integrate with?","confidence":0.6},{"answer":"Marqo is available worldwide. The vendor is headquartered in the United States.","source":"https://marqo.ai","question":"Where is Marqo available?","confidence":0.75}],"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:55.039Z","confidence":0.625}}],"integrations":[{"attribute":"integrations.count","value":3,"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}},{"attribute":"integrations.list","value":[{"name":"Shopify","native":true,"category":"ecommerce","direction":"bidirectional"},{"name":"Adobe Commerce","native":true,"category":"ecommerce","direction":"bidirectional"},{"name":"Salesforce Commerce Cloud","native":true,"category":"ecommerce","direction":"bidirectional"}],"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}}]},"factList":[{"attribute":"deployment.options","value":{"cloud":true},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}},{"attribute":"description.long","value":"An ecommerce search platform using semantic understanding and personalization to help online retailers deliver relevant product results and recommendations based on shopper behavior and intent.","provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}},{"attribute":"features.capabilities","value":{"deployment":"managed","serverless":true,"hybrid_search":true,"licence_class":"proprietary","multi_tenancy":true,"product_class":"dedicated_dbms","full_text_bm25":true,"horizontal_scale":"sharded_distributed"},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}},{"attribute":"platform.support","value":{"web":true},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}},{"attribute":"pricing","value":{"type":"quote","sourceUrl":"https://marqo.ai","retrievedAt":"2026-08-13T20:44:47.208Z"},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}},{"attribute":"pricing.model","value":"quote","provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}},{"attribute":"pricing.price_level","value":"unknown","provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}},{"attribute":"pricing.transparent","value":false,"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.6}},{"attribute":"reliability.status_page","value":true,"provenance":{"source":"https://status.marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-03T13:12:11.970Z","confidence":0.6}},{"attribute":"market.availability","value":{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]},"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-08-13T20:44:47.208Z","confidence":0.75}},{"attribute":"content.faq","value":[{"answer":"AI-native ecommerce search and product discovery platform that leverages semantic search, behavioral data, and personalization to improve product relevance, conversion rates, and average order value for online retail brands. It is indexed under Vector Databases.","source":"https://marqo.ai","question":"What is Marqo?","confidence":0.6},{"answer":"Marqo does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://marqo.ai","question":"How much does Marqo cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Marqo. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://marqo.ai","question":"What platforms does Marqo support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Marqo, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://marqo.ai","question":"Can Marqo be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Marqo, including Shopify, Adobe Commerce and Salesforce Commerce Cloud. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://marqo.ai","question":"What does Marqo integrate with?","confidence":0.6},{"answer":"Marqo is available worldwide. The vendor is headquartered in the United States.","source":"https://marqo.ai","question":"Where is Marqo available?","confidence":0.75}],"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-10T10:20:55.039Z","confidence":0.625}},{"attribute":"integrations.count","value":3,"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}},{"attribute":"integrations.list","value":[{"name":"Shopify","native":true,"category":"ecommerce","direction":"bidirectional"},{"name":"Adobe Commerce","native":true,"category":"ecommerce","direction":"bidirectional"},{"name":"Salesforce Commerce Cloud","native":true,"category":"ecommerce","direction":"bidirectional"}],"provenance":{"source":"https://marqo.ai","sourceType":"vioscale-crawler","retrievedAt":"2026-09-18T12:36:02.523Z","confidence":0.6}}],"faq":[{"answer":"AI-native ecommerce search and product discovery platform that leverages semantic search, behavioral data, and personalization to improve product relevance, conversion rates, and average order value for online retail brands. It is indexed under Vector Databases.","source":"https://marqo.ai","question":"What is Marqo?","confidence":0.6},{"answer":"Marqo does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://marqo.ai","question":"How much does Marqo cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Marqo. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://marqo.ai","question":"What platforms does Marqo support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Marqo, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://marqo.ai","question":"Can Marqo be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Marqo, including Shopify, Adobe Commerce and Salesforce Commerce Cloud. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://marqo.ai","question":"What does Marqo integrate with?","confidence":0.6},{"answer":"Marqo is available worldwide. The vendor is headquartered in the United States.","source":"https://marqo.ai","question":"Where is Marqo available?","confidence":0.75}],"faqSource":"generated","market":{"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[],"primaryMarkets":[],"hqCountry":"US"},"integrations":[{"name":"Shopify","category":"ecommerce","direction":"bidirectional","native":true},{"name":"Adobe Commerce","category":"ecommerce","direction":"bidirectional","native":true},{"name":"Salesforce Commerce Cloud","category":"ecommerce","direction":"bidirectional","native":true}],"claimed":false,"updatedAt":"2026-09-18T12:42:17.420Z","formats":{"json":"https://www.vioscale.ai/api/v1/software/marqo","markdown":"https://www.vioscale.ai/software/marqo.md","html":"https://www.vioscale.ai/software/marqo"}},"meta":{"source":"https://www.vioscale.ai","license":"CC-BY-4.0","generatedAt":"2026-09-21T01:30:55.310Z","disclaimer":"Independent, evidence-based. Every fact carries provenance."}}