# Amazon Kendra vs Coveo

| Attribute | Amazon Kendra | Coveo |
|---|---|---|
| **vioscaleAI score** | 52.4 (55% (medium)) | 51.7 (59% (medium)) |
| content.faq | `[{"answer":"An AWS-managed service that uses ML and natural language processing to deliver accurate search results and instant answers across structured and unstructured enterprise data. Integrates with generative AI and LLMs for retrieval-augmented generation (RAG) applications. It is indexed under AI Enterprise Search.","source":"https://aws.amazon.com/ec2/pricing/?nc2=h_pr_ec2","question":"What is Amazon Kendra?","confidence":0.6},{"answer":"Amazon Kendra offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://aws.amazon.com/ec2/pricing/?nc2=h_pr_ec2","question":"Is Amazon Kendra free?","confidence":0.6},{"answer":"Amazon Kendra supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://aws.amazon.com/ec2/pricing/?nc2=h_pr_ec2","question":"What platforms does Amazon Kendra support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Amazon Kendra, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://aws.amazon.com/ec2/pricing/?nc2=h_pr_ec2","question":"Can Amazon Kendra be self-hosted?","confidence":0.6},{"answer":"We have confirmed 14 integrations for Amazon Kendra, including Amazon S3, Amazon RDS, Amazon FSx, Amazon Aurora, Box, Confluence Cloud, Atlassian Confluence Server and Adobe Experience Manager (AEM), plus 6 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://aws.amazon.com/ec2/pricing/?nc2=h_pr_ec2","question":"What does Amazon Kendra integrate with?","confidence":0.6},{"answer":"We have independently confirmed HIPAA and GDPR for Amazon Kendra. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Amazon Kendra not holding them. Always confirm compliance directly before you rely on it.","source":"https://aws.amazon.com/security/?nc2=h_dsc_aa_sec","question":"What security certifications does Amazon Kendra have?","confidence":0.7}]` | `[{"answer":"Coveo for Sitecore is a self-learning search solution integrated directly into the Sitecore platform. It delivers site search, recommendations, and personalization powered by AI and deep learning, with management and relevance tuning accessible from Sitecore's administrative interface. It is indexed under Search Engines.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"What is Coveo?","confidence":0.6},{"answer":"Coveo does not publish its prices. Pricing is quoted on request, across 2 plans (Pro+ and Enterprise+), 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://www.coveo.com/en/pricing/sitecore-integration","question":"How much does Coveo cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Coveo. 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://www.coveo.com/en/pricing/sitecore-integration","question":"What platforms does Coveo support?","confidence":0.6},{"answer":"Yes. Coveo can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"Can Coveo be self-hosted?","confidence":0.6},{"answer":"We have confirmed 19 integrations for Coveo, including Sitecore, Salesforce, SAP Commerce, SharePoint Online, Google Tag Manager, Snowflake, Confluence and Custom ML models, plus 11 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.coveo.com/en/pricing/sitecore-integration","question":"What does Coveo integrate with?","confidence":0.6},{"answer":"We have independently confirmed ISO 27001, HIPAA and GDPR for Coveo. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Coveo not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.coveo.com/en/relevance-360/trust-is-currency-in-the-agentic-era/from-ai-experiments-to-impact","question":"What security certifications does Coveo have?","confidence":0.7}]` |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A managed machine learning service that enables organizations to create intelligent search experiences across enterprise data sources. It integrates with generative AI models to provide conversational question-answering capabilities through retrieval augmented generation. | A search and discovery platform that uses machine learning to understand user intent, personalize search results, and deliver content recommendations. It integrates with content management systems and AI assistants through hosted services. |
| features.capabilities | `{"deployment_model":"managed_cloud_saas","generative_ai_answer_synthesis_rag":true,"bring_your_own_llm_byo_model_support":true,"multi_lingual_semantic_understanding":false,"source_system_rbac_permissions_mirroring":true,"hybrid_dense_and_sparse_lexical_reranking":false,"optical_character_recognition_ocr_for_pdfs":false,"admin_dashboard_for_search_analytics_and_gaps":true,"personalization_based_on_user_department_context":true,"pre_built_native_crawlers_for_100_plus_saas_apps":true}` | `{"faceting":"yes","query_dsl":"API / proprietary","deployment":"managed","geo_search":true,"distributed":"sharded","index_engine":"custom","licence_class":"proprietary","log_analytics":true,"multi_tenancy":true,"pricing_model":"tiered_cloud_consumption","vector_search":"hybrid_fusion","typo_tolerance":"built_in","deployment_model":"managed_cloud_saas","relevance_tuning":"ranking_rules","realtime_indexing":"near_real_time","generative_ai_answer_synthesis_rag":true,"bring_your_own_llm_byo_model_support":true,"hipaa_compliance_for_medical_records":true,"multi_lingual_semantic_understanding":true,"source_system_rbac_permissions_mirroring":true,"hybrid_dense_and_sparse_lexical_reranking":true,"admin_dashboard_for_search_analytics_and_gaps":true,"personalization_based_on_user_department_context":true,"pre_built_native_crawlers_for_100_plus_saas_apps":true}` |
| integrations.count | 14 | 4 |
| integrations.list | `[{"name":"Amazon S3"},{"name":"Amazon RDS"},{"name":"Amazon FSx"},{"name":"Amazon Aurora"},{"name":"Box"},{"name":"Confluence Cloud"},{"name":"Atlassian Confluence Server"},{"name":"Adobe Experience Manager (AEM)"},{"name":"Alfresco On-Prem"},{"name":"Alfresco One"},{"name":"Microsoft SharePoint"},{"name":"Salesforce"},{"name":"ServiceNow"},{"name":"Google Drive"},{"name":"Confluence","native":true,"direction":"inbound"}]` | `[{"name":"Sitecore"},{"name":"Salesforce"},{"name":"SAP Commerce"},{"name":"SharePoint Online"},{"name":"Google Tag Manager"},{"name":"Snowflake"},{"name":"Confluence"},{"name":"Custom ML models"},{"name":"Sitemap"},{"name":"Web connectors"},{"name":"Qubit"},{"name":"ServiceNow"},{"name":"SAP Commerce Cloud"},{"name":"Adobe Experience Manager"},{"name":"Adobe Experience Cloud Exchange"},{"name":"Slack"},{"name":"Google Docs"},{"name":"Jira"},{"name":"On-premises connectors"},{"name":"Generic cloud connectors"},{"name":"ChatGPT","direction":"inbound"},{"name":"Claude","direction":"inbound"},{"name":"Copilot","direction":"inbound"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"web":true}` |
| pricing | `{"type":"usage","currency":"USD","freeTier":true,"sourceUrl":"https://aws.amazon.com/ec2/pricing/?nc2=h_pr_ec2","retrievedAt":"2026-08-21T11:09:58.587Z"}` | `{"type":"subscription","plans":[{"free":false,"name":"Pro+","summary":"Contact sales for pricing. 200K queries/month.","features":["Unified index","Sitecore connector + 2 cloud connectors","Multi-site architecture","Sitecore Hive UI integration","Rules engine","Model testing & configuration","Sandbox","Recommendations","Ranking editor in Sitecore","Sitecore xDB integration","5 indexing pipelines","10 query pipelines","Synonym detection","Query correction","Typo tolerance","Fuzzy search","Geolocation search","Multilingual search","Result ranking","A/B testing","Group & campaign management","Query suggestions","Automatic re-ranking","Dynamic faceting","Facet re-ranking","Facet auto-selection","Natural language processing","Pre-configured dashboards","Custom data explorers","Data export","Sitecore xConnect data sharing","Permission filters","Sitecore Launchpad integration","10 administrator users","Single sign-on","API access","Client libraries & SDK","3-month updates acceptance","99.9% uptime SLA","5 authorized contacts"],"commitment":"annual","description":"Site search engine designed to work right inside Sitecore.","contactSales":true,"includedLimits":{"queries_per_month":"200K","upgrades_available":"True"}},{"free":false,"name":"Enterprise+","summary":"Contact sales for volume-based pricing. 300K+ queries/month.","features":["Unified index","Sitecore connector + all cloud connectors","Multi-site architecture","Sitecore Hive UI integration","Rules engine","Deep learning for advanced search","Sandbox","Recommendations","Ranking editor in Sitecore","Sitecore xDB integration","Unlimited indexing pipelines","Unlimited query pipelines","Synonym detection","Query correction","Typo tolerance","Fuzzy search","Geolocation search","Multilingual search","Result ranking","Advanced ranking rules","A/B testing","Group & campaign management","Model configurability (advanced)","Model testing","Query suggestions","Automatic re-ranking","Dynamic faceting","Facet re-ranking","Facet auto-selection","Natural language processing","Question answering","Pre-configured dashboards","Custom data explorers","Data export","Sitecore xConnect data sharing","Snowflake reader account","Permission filters","Sitecore Launchpad integration","50 administrator users","Custom SSO"],"commitment":"annual","description":"Search and recommendations with Sitecore xDB personalization and volume-based pricing.","contactSales":true,"includedLimits":{"queries_per_month":"300K+","upgrades_available":"True"}}],"addOns":[{"name":"Data replication"},{"name":"HIPAA cloud"},{"name":"On-premises connectors"},{"name":"Ecommerce Extension"}],"summary":"Contact sales for pricing. Annual contracts, available in multiple currencies (CAD, EUR, GBP, AUD). 3-year contract terms standard.","currency":"USD","freeTier":false,"sourceUrl":"https://www.coveo.com/en/pricing/sitecore-integration","retrievedAt":"2026-08-14T08:35:06.103Z","billingPeriods":["year"]}` |
| pricing.free_tier | yes | no |
| pricing.model | freemium | quote |
| pricing.price_level | low | unknown |
| pricing.transparent | yes | no |
| reliability.sla_pct | - | 99.99 |
| reliability.status_page | - | yes |
| security.disclosure_policy | - | yes |
| security.fedramp | yes | - |
| security.gdpr | yes | yes |
| security.hipaa | yes | yes |
| security.iso27001 | - | yes |
| security.pci | yes | - |
| security.trust_center | https://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp | https://www.coveo.com/en/company/careers/open-positions/administration/finances/manager-financial-reporting-compliance/8602505002 |

## Capabilities (AI Enterprise Search)

| Capability | Amazon Kendra | Coveo |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | Managed cloud saas | Managed cloud saas |
| Source system RBAC permissions mirroring | ✓ | ✓ |
| Generative AI answer synthesis rag | ✓ | ✓ |
| Hybrid dense and sparse lexical reranking | ✗ | ✓ |
| Pre built native crawlers for 100 plus saas apps | ✓ | ✓ |
| Multi lingual semantic understanding | ✗ | ✓ |
| Personalization based on user department context | ✓ | ✓ |
| Optical character recognition OCR for pdfs | ✗ | - |
| Admin dashboard for search analytics and gaps | ✓ | ✓ |
| Bring your own LLM byo model support | ✓ | ✓ |
| SOC2 type ii | - | - |
| HIPAA compliance for medical records | - | ✓ |
| Pricing model | - | Tiered cloud consumption |

*Source: vioscaleAI. Generated 2026-10-16T17:47:41.994Z. "-" = undocumented, not absent.*