Independent technical audit

elastic.co

Overall AI readiness score

A combined result across all audit signals.

Average

AI readiness audit: 11/12/2026Public technical data

About the site

Elastic provides an open source search, analytics and AI platform built on Elasticsearch, along with solutions for observability and security. Its offerings include the Elastic Stack (ELK), Elastic Cloud, serverless deployment options, and tools for search, monitoring and threat protection. The site serves developers, IT teams and enterprises.

Category:: Developer tools
Platform:: Next.js

Written by AI from the site’s llms.txt and homepage.

Overall AI readiness assessment

How ready elastic.co is for AI systems

60/100

Elastic was independently audited by llmsmap. elastic.co currently scores 60/100 for AI readiness. The result combines AI-specific files, crawler policy, sitemap discovery, structured homepage data, and—when available—the mobile Google Lighthouse technical profile.

Audit context

llms.txt is accessible and contains 3,734 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 14. No Schema.org type was detected on the homepage. 0 OpenGraph tags were found and markup completeness is 0%, leaving more entity interpretation to crawlers.

The Google Lighthouse measurement is still collecting. Once complete, performance, accessibility, technical quality, SEO, and experimental browser-agent signals will be added with a limited weight.

Confirmed strengths

Accessible llms.txt
14 sitemap declarations

Priority improvements

1Add llms-full.txt for richer first-party context.
2Add JSON-LD for the organisation, website, and core entities.
3Complete OpenGraph and canonical homepage metadata.

llms.txt tokens3,734

llms-full.txt tokens—

ai.txt

sitemap.xml

Google Lighthouse technical profile

The background queue is collecting mobile Performance, Accessibility, Best Practices, SEO, and experimental browser-agent signals.

Collecting data

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://www.elastic.co/llms.txt

llms-full.txt

Full version was not found

ai.txt

ai.txt file was not found

robots.txt

File found

https://elastic.co/robots.txt

Sitemap in robots.txt14

14 sitemaps found

Schema.org (JSON-LD)

Schema.org markup was not found on the homepage

OpenGraph

OpenGraph tags were not found on the homepage

AI bot access

Based on robots.txt analysis

GPTBotNot mentioned

OAI-SearchBotNot mentioned

ChatGPT-UserNot mentioned

Google-ExtendedNot mentioned

ClaudeBotNot mentioned

Claude-SearchBotNot mentioned

Claude-UserNot mentioned

BytespiderNot mentioned

CCBotNot mentioned

PerplexityBotNot mentioned

Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

# Elastic

> Elastic provides an open source search, analytics, and AI platform, and out-of-the-box solutions for observability and security.

This file lists the main pages of www.elastic.co. The documentation has its own index at https://www.elastic.co/docs/llms.txt.

## Company

- [Elastic homepage](https://www.elastic.co/)
- [About Elastic](https://www.elastic.co/about)
- [Leadership team](https://www.elastic.co/about/leadership)
- [Trust Center](https://www.elastic.co/trust)

## Platform

- [The Elasticsearch Platform](https://www.elastic.co/platform)
- [Elasticsearch Platform for executives](https://www.elastic.co/platform/enterprise)
- [AutoOps](https://www.elastic.co/platform/autoops)
- [Search AI](https://www.elastic.co/search-ai)
- [Generative AI tools and capabilities](https://www.elastic.co/generative-ai)
- [Elastic AI Assistant](https://www.elastic.co/elasticsearch/ai-assistant)
- [Workflows: native workflow automation](https://www.elastic.co/elasticsearch/workflows)
- [Elastic Stack (ELK)](https://www.elastic.co/elastic-stack)
- [Elastic Stack features](https://www.elastic.co/elastic-stack/features)
- [Elastic Stack security](https://www.elastic.co/elastic-stack/security)
- [ServiceNow and Elastic Stack integrations](https://www.elastic.co/elastic-stack/servicenow)
- [Elastic Common Schema (ECS)](https://www.elastic.co/elasticsearch/common-schema)

## Deployment: Elastic Cloud, Serverless and self-managed

- [Elastic Cloud](https://www.elastic.co/cloud)
- [Elastic Cloud Serverless](https://www.elastic.co/cloud/serverless)
- [Search AI Lake](https://www.elastic.co/cloud/serverless/search-ai-lake)
- [Elastic Cloud Serverless roadmap](https://www.elastic.co/cloud/serverless/roadmap)
- [Elasticsearch Service on AWS, Google Cloud and Azure](https://www.elastic.co/elasticsearch/service)
- [Hybrid and multi-cloud provisioning](https://www.elastic.co/enterprise-search/provisioning)
- [Elastic Cloud regions](https://www.elastic.co/cloud/regions)
- [Cloud marketplaces](https://www.elastic.co/cloud/cloud-marketplace-overview)
- [Elastic Cloud security](https://www.elastic.co/cloud/security)
- [Managed Elasticsearch: shared responsibility](https://www.elastic.co/cloud/shared-responsibility)
- [Platform migration](https://www.elastic.co/cloud/platform-migration)
- [Cloud migration services](https://www.elastic.co/cloud/cloud-migration-services)
- [Elastic Cloud Enterprise (ECE)](https://www.elastic.co/ece)
- [Elastic Cloud on Kubernetes (ECK)](https://www.elastic.co/elastic-cloud-kubernetes)

## Search and Elasticsearch

- [Elasticsearch](https://www.elastic.co/elasticsearch)
- [Elasticsearch features](https://www.elastic.co/elasticsearch/features)
- [Elasticsearch vector database](https://www.elastic.co/elasticsearch/vector-database)
- [Hybrid search](https://www.elastic.co/elasticsearch/hybrid-search)
- [Retrieval augmented generation (RAG)](https://www.elastic.co/elasticsearch/rag)
- [Context engineering for AI agents](https://www.elastic.co/elasticsearch/context-engineering)
- [Elastic Agent Builder](https://www.elastic.co/elasticsearch/agent-builder)
- [Elasticsearch Relevance Engine (ESRE)](https://www.elastic.co/elasticsearch/elasticsearch-relevance-engine)
- [Machine learning for Elasticsearch](https://www.elastic.co/elasticsearch/machine-learning)
- [ES|QL (Elasticsearch Piped Query Language)](https://www.elastic.co/elasticsearch/piped-query-language)
- [Elasticsearch SQL](https://www.elastic.co/elasticsearch/sql)
- [Runtime fields](https://www.elastic.co/elasticsearch/elasticsearch-runtime-fields)
- [Searchable snapshots](https://www.elastic.co/elasticsearch/elasticsearch-searchable-snapshots)
- [Elasticsearch for Hadoop](https://www.elastic.co/elasticsearch/hadoop)
- [Jina AI search models](https://www.elastic.co/jina-search-models)
- [Generative AI search applications on Elastic Cloud](https://www.elastic.co/cloud/generative-ai)
- [Open Web Crawler](https://www.elastic.co/web-crawler)
- [Search solutions overview](https://www.elastic.co/enterprise-search)
- [Vector search](https://www.elastic.co/enterprise-search/vector-search)
- [Search relevance](https://www.elastic.co/enterprise-search/relevance)
- [AI and machine learning search](https://www.elastic.co/enterprise-search/machine-learning)
- [Search applications](https://www.elastic.co/enterprise-search/search-applications)
- [Search UI](https://www.elastic.co/enterprise-search/search-ui)
- [Site search](https://www.elastic.co/enterprise-search/site-search)
- [Ecommerce search](https://www.elastic.co/enterprise-search/ecommerce)
- [Customer support search](https://www.elastic.co/enterprise-search/customer-support)
- [Workplace search](https://www.elastic.co/enterprise-search/workplace-search)
- [Search analytics](https://www.elastic.co/enterprise-search/search-analytics)
- [Data ingestion: crawler, connectors and APIs](https://www.elastic.co/enterprise-search/data-ingestion)

## Observability

- [Elastic Observability](https://www.elastic.co/observability)
- [AIOps](https://www.elastic.co/observability/aiops)
- [Application performance monitoring (APM)](https://www.elastic.co/observability/application-performance-monitoring)
- [Log analytics](https://www.elastic.co/observability/log-monitoring)
- [Streams: log management and processing](https://www.elastic.co/elasticsearch/streams)
- [Infrastructure monitoring](https://www.elastic.co/observability/infrastructure-monitoring)
- [Kubernetes monitoring](https://www.elastic.co/observability/kubernetes-monitoring)
- [Cloud-native monitoring](https://www.elastic.co/observability/cloud-native)
- [Hybrid and multi-cloud monitoring](https://www.elastic.co/observability/cloud-monitoring)
- [AWS monitoring](https://www.elastic.co/observability/aws-monitoring)
- [Microsoft Azure monitoring](https://www.elastic.co/observability/azure-monitoring)
- [Google Cloud monitoring](https://www.elastic.co/observability/google-cloud-monitoring)
- [Serverless monitoring](https://www.elastic.co/observability/serverless-monitoring)
- [OpenTelemetry](https://www.elastic.co/observability/opentelemetry)
- [LLM observability](https://www.elastic.co/observability/llm-monitoring)
- [Digital experience monitoring](https://www.elastic.co/observability/digital-experience-monitoring)
- [Real user monitoring (RUM)](https://www.elastic.co/observability/real-user-monitoring)
- [Synthetic monitoring](https://www.elastic.co/observability/synthetic-monitoring)
- [Universal Profiling](https://www.elastic.co/observability/universal-profiling)
- [DevOps](https://www.elastic.co/observability/devops)
- [Tool consolidation](https://www.elastic.co/observability/tool-consolidation)
- [Cloud migration](https://www.elastic.co/observability/cloud-migration)
- [SaaS observability replacement](https://www.elastic.co/observability/saas-observability-replacement)
- [Elasticsearch metrics (TSDB)](https://www.elastic.co/elasticsearch/metrics)
- [Prometheus monitoring](https://www.elastic.co/elasticsearch/prometheus-monitoring)
- [Monitor and manage Elasticsearch](https://www.elastic.co/elasticsearch/monitoring)

## Security

- [Elastic Security](https://www.elastic.co/security)
- [Security for CISOs](https://www.elastic.co/ciso)
- [SIEM](https://www.elastic.co/security/siem)
- [SIEM replacement](https://www.elastic.co/security/siem-replacement)
- [SaaS security replacement](https://www.elastic.co/security/saas-security-replacement)
- [AI for security operations](https://www.elastic.co/security/ai)
- [EASE (Elastic AI SOC Engine)](https://www.elastic.co/security/ease)
- [SOAR: Elastic Workflows for Security](https://www.elastic.co/security/soar)
- [XDR (extended detection and response)](https://www.elastic.co/security/xdr)
- [Endpoint security](https://www.elastic.co/security/endpoint-security)
- [Endpoint detection and response](https://www.elastic.co/endpoint-detection-response)
- [Cloud security](https://www.elastic.co/security/cloud-security)
- [Cloud detection and response (CDR)](https://www.elastic.co/security/cloud-detection-and-response)
- [Threat hunting](https://www.elastic.co/security/threat-hunting)
- [Threat intelligence platform (TIP)](https://www.elastic.co/security/tip)
- [Investigation and incident response](https://www.elastic.co/security/investigation-response)
- [Automated threat protection](https://www.elastic.co/security/automated-threat-protection)
- [Continuous monitoring](https://www.elastic.co/security/continuous-monitoring)
- [Threat research](https://www.elastic.co/security/cyber-threat-research)

## Kibana, maps and data collection

- [Kibana](https://www.elastic.co/kibana)
- [Kibana features](https://www.elastic.co/kibana/features)
- [Kibana dashboards](https://www.elastic.co/kibana/kibana-dashboard)
- [Kibana Lens](https://www.elastic.co/kibana/kibana-lens)
- [Kibana alerting](https://www.elastic.co/kibana/alerting)
- [Kibana reporting](https://www.elastic.co/kibana/reporting)
- [Canvas](https://www.elastic.co/kibana/canvas)
- [Ask Elastic](https://www.elastic.co/kibana/ask-elastic)
- [Graph](https://www.elastic.co/elasticsearch/graph)
- [Maps](https://www.elastic.co/maps)
- [Geospatial analysis](https://www.elastic.co/geospatial)
- [Elastic Maps Service](https://www.elastic.co/elastic-maps-service)
- [Integrations](https://www.elastic.co/integrations)
- [Elastic Agent](https://www.elastic.co/elastic-agent)
- [Logstash](https://www.elastic.co/logstash)
- [Beats](https://www.elastic.co/beats)
- [Filebeat](https://www.elastic.co/beats/filebeat)
- [Metricbeat](https://www.elastic.co/beats/metricbeat)
- [Packetbeat](https://www.elastic.co/beats/packetbeat)
- [Heartbeat](https://www.elastic.co/beats/heartbeat)
- [Auditbeat](https://www.elastic.co/beats/auditbeat)
- [Winlogbeat](https://www.elastic.co/beats/winlogbeat)
- [Functionbeat](https://www.elastic.co/beats/functionbeat)

## Comparisons with other products

- [Elasticsearch vs. Amazon OpenSearch Service](https://www.elastic.co/amazon-opensearch-service)
- [What is OpenSearch](https://www.elastic.co/elasticsearch/opensearch)
- [Elastic vs. Datadog](https://www.elastic.co/observability/elastic-vs-datadog)
- [Elastic vs. Grafana](https://www.elastic.co/observability/elastic-vs-grafana)
- [Elastic vs. ClickHouse](https://www.elastic.co/observability/clickhouse)
- [Context engineering: Elasticsearch vs. standalone vector databases](https://www.elastic.co/elasticsearch/context-engineering-comparison)

## Pricing, subscriptions and trial

- [Elastic Cloud pricing](https://www.elastic.co/pricing)
- [Subscriptions](https://www.elastic.co/subscriptions)
- [Software licensing FAQ](https://www.elastic.co/pricing/faq/licensing)
- [Elastic Cloud free trial](https://www.elastic.co/cloud/cloud-trial-overview)
- [Downloads](https://www.elastic.co/downloads)

## Latest release

- [What's new in the Elasticsearch AI Platform](https://www.elastic.co/whats-new)
- [Elastic release notes](https://www.elastic.co/docs/release-notes)

## Industries and customers

- [Industries](https://www.elastic.co/industries)
- [Public sector](https://www.elastic.co/industries/public-sector)
- [Financial services](https://www.elastic.co/industries/financial-services)
- [Healthcare](https://www.elastic.co/industries/healthcare)
- [Manufacturing and automotive](https://www.elastic.co/industries/manufacturing)
- [Media and entertainment](https://www.elastic.co/industries/media-entertainment)
- [Retail and ecommerce](https://www.elastic.co/industries/retail-ecommerce)
- [Technology](https://www.elastic.co/industries/technology)
- [Telecommunications](https://www.elastic.co/industries/telecommunications)
- [Customer stories](https://www.elastic.co/customers)

## Support and contact

- [Support](https://www.elastic.co/support)
- [Consulting](https://www.elastic.co/consulting)
- [Contact sales](https://www.elastic.co/contact)
- [Community](https://www.elastic.co/community)
- [Discuss forums](https://discuss.elastic.co/)

## Analyst recognition

- [Gartner Magic Quadrant for Observability Platforms](https://www.elastic.co/resources/observability/analyst-report/gartner-magic-quadrant-observability-platforms)
- [Gartner Magic Quadrant for Enterprise AI Search](https://www.elastic.co/resources/search/analyst-report/gartner-magic-quadrant-enterprise-ai-search)
- [Forrester Wave: XDR Platforms, Q2 2026](https://www.elastic.co/resources/security/report/forrester-xdr-wave)
- [IDC MarketScape: SIEM 2026](https://www.elastic.co/resources/security/report/idc-analyst-siem-marketspace-report)
- [AV-Comparatives endpoint protection test](https://www.elastic.co/resources/security/report/av-comparatives-endpoint-protection-response)

## Concepts

- [Learning Center: all concept guides](https://www.elastic.co/what-is)
- [What is Search AI](https://www.elastic.co/what-is/search-ai)
- [What is a vector database](https://www.elastic.co/what-is/vector-database)
- [What is semantic search](https://www.elastic.co/what-is/semantic-search)
- [What is hybrid search](https://www.elastic.co/what-is/hybrid-search)
- [What is retrieval augmented generation (RAG)](https://www.elastic.co/what-is/retrieval-augmented-generation)
- [What is context engineering](https://www.elastic.co/what-is/context-engineering)
- [What is enterprise search](https://www.elastic.co/what-is/enterprise-search)
- [What is observability](https://www.elastic.co/what-is/observability)
- [What is APM](https://www.elastic.co/what-is/application-performance-monitoring)
- [What is log analytics](https://www.elastic.co/what-is/log-analytics)
- [What is OpenTelemetry](https://www.elastic.co/what-is/opentelemetry)
- [What is LLM observability](https://www.elastic.co/what-is/llm-observability)
- [What is SIEM](https://www.elastic.co/what-is/siem)
- [What is XDR](https://www.elastic.co/what-is/xdr)
- [What is SOAR](https://www.elastic.co/what-is/soar)
- [What is security analytics](https://www.elastic.co/what-is/security-analytics)
- [What is an agentic security operations platform](https://www.elastic.co/what-is/agentic-security-ops)
- [What is cloud security](https://www.elastic.co/what-is/cloud-security)

## Documentation

- [Elastic Docs index for AI tools](https://www.elastic.co/docs/llms.txt)
- [Elastic API docs index for AI tools](https://www.elastic.co/docs/api/llms.txt)
- [Elastic Docs](https://www.elastic.co/docs)

## Other languages

- [German](https://www.elastic.co/de)
- [French](https://www.elastic.co/fr)
- [Japanese](https://www.elastic.co/jp)
- [Korean](https://www.elastic.co/kr)
- [Chinese](https://www.elastic.co/cn)
- [Spanish](https://www.elastic.co/es)
- [Portuguese](https://www.elastic.co/pt)

## Optional

- [Partners](https://www.elastic.co/partners)
- [Training](https://www.elastic.co/training)
- [Blog](https://www.elastic.co/blog)
- [Search Labs](https://www.elastic.co/search-labs)
- [Observability Labs](https://www.elastic.co/observability-labs)
- [Security Labs](https://www.elastic.co/security-labs)

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