--- title: "grafana.com llms.txt, graded: Agent Ready HTML" description: "The grafana.com llms.txt parsed and graded A against the llmstxt.org structure: 7 sections, 78 links, 9.8 KB. Read 2026-11-04." canonical: https://agentreadyhtml.com/llms-txt-index/grafana-com/ site: "Agent Ready HTML" last_updated: 2026-11-05 section: "llms.txt Index" --- # grafana.com llms.txt, graded: Agent Ready HTML > The grafana.com llms.txt parsed and graded A against the llmstxt.org structure: 7 sections, 78 links, 9.8 KB. Read 2026-11-04. Source: https://agentreadyhtml.com/llms-txt-index/grafana-com/ Site: Agent Ready HTML Last reviewed: 2026-11-05 # grafana.com llms.txt In short grafana.com serves a 9.8 KB llms.txt with 7 H2 sections and 78 links, graded A on the llmstxt.org structure (6 of 6 checks). It passes every check. The home page does not link it, so an agent that does not guess paths will not find it. An llms-full.txt is served too. Read 4 November 2026. **llms.txt** 9.8 KB, 190 lines ```markdown # Grafana documentation > Grafana Labs builds open and composable observability software, including Grafana, Grafana Cloud, Loki, Mimir, Tempo, Pyroscope, Alloy, Beyla, Faro, and k6. This file is a curated documentation index for AI agents and other automated consumers. Use this file for discovery. The links below point directly to machine-readable Markdown pages on `https://grafana.com`. For a larger exhaustive index, use [llms-full.txt](https://agentreadyhtml.com/llms-full.txt). All Grafana documentation pages support a machine-readable Markdown form: - Append `.md` to the canonical docs URL. - Or request the canonical docs URL with `Accept: text/markdown`. ## Our core stack […] the full potential of your data with our platform, where you can query and visualize metrics, logs, and traces to gain a deeper understanding of your system's performance and behavior. ### Grafana Query, visualize, and understand your data. - [Grafana Cloud](https://grafana.com/docs/grafana-cloud/learn-and-build/visualizations.md) - [Grafana OSS](https://grafana.com/docs/grafana/latest.md) - [Grafana Enterprise](https://grafana.com/docs/grafana/latest/introduction/grafana-enterprise.md) ### Metrics Store and query raw, unsampled metrics for all your applications and infrastructure. - [Grafana Cloud](https://grafana.com/docs/grafana-cloud/send-data/metrics.md#ways-to-connect-your-data-to-grafana-cloud) - [Grafana OSS](https://grafana.com/docs/mimir/latest.md) - [Grafana Enterprise](https://grafana.com/docs/enterprise-metrics/latest.md) ### Logs Store and query logs from all your applications and infrastructure. - [Grafana Cloud](https://grafana.com/docs/grafana-cloud/send-data/logs.md) - [Grafana OSS](https://grafana.com/docs/loki/latest.md) - [Grafana Enterprise](https://grafana.com/docs/enterprise-logs/latest.md) ### Traces Visualize the lifecycle of a request as it passes through a set of applications. - [Grafana Cloud](https://grafana.com/docs/grafana-cloud/send-data/traces.md) - [Grafana OSS](https://grafana.com/docs/tempo/latest.md) - [Grafana Enterprise](https://grafana.com/docs/enterprise-traces/latest.md) ## Observability, AI, testing, and Incident Response Management (IRM) Comprehensive documentation that covers the entire lifecycle, from testing and instrumentation to AI-powered observability and incident response management, aimed to help you minimize mean time to resolution. ### Observability Docs that support your infrastructure and application observability needs. - [OpenTelemetry](https://grafana.com/docs/opentelemetry.md) - [Kubernetes (k8s) Monitoring](https://grafana.com/docs/grafana-cloud/monitor-infrastructure/kubernetes-monitoring.md) - [Cloud Provider Observability](https://grafana.com/docs/grafana-cloud/monitor-infrastructure/monitor-cloud-provider.md) - [Frontend Observability](https://grafana.com/docs/grafana-cloud/monitor-applications/frontend-observability.md) - [Application Observability](https://grafana.com/docs/grafana-cloud/monitor-applications/application-observability.md) - [Database Observability](https://grafana.com/docs/grafana-cloud/monitor-infrastructure/database-observability.md) - [Knowledge graph](https://grafana.com/docs/grafana-cloud/knowledge-graph.md) - [AI Observability](https://grafana.com/docs/grafana-cloud/monitor-applications/ai-observability.md) - [Profiles](https://grafana.com/docs/grafana-cloud/monitor-applications/profiles.md) ``` First 69 of 190 lines. 1 span shown as \[…\] because the words or characters in them are rejected by this site's own style rules; the live file has them. **Parse** graded A, 6 of 6 file: https://grafana.com/llms.txt Grafana documentation Grafana Labs builds open and composable observability software, including Grafana, Grafana Cloud, Loki, Mimir, Tempo, Pyroscope, Alloy, Beyla, Faro, and k6. 7 sections, 78 links, no Optional section. Ora's cached score: 76, grade B, scanned 1 November 2026. ## The parse grafana.com lists 78 links: 78 point at grafana.com or a relative path, 0 point elsewhere. The hosts it links most: grafana.com (76). | H2 section | Links | | --- | --- | | Our core stack | 12 | | Observability, AI, testing, and Incident Response Management (IRM) | 19 | | Learning Hub | 17 | | Connect and visualize data | 12 | | Open source projects from Grafana Labs | 13 | | Grafana Cloud account management | 2 | | Resources | 2 | ## Grade against the llmstxt.org structure The file passes all six checks. The grade is the count of passed checks: six is A, five is B, four is C, three is D, fewer is F. It measures structure only. Whether any agent reads the file is a separate question, covered on the [llms.txt reference](https://agentreadyhtml.com/llms-txt/). | Check | Result | Detail | | --- | --- | --- | | Starts with an H1 naming the site or project | Pass | H1: Grafana documentation | | Has a blockquote summary under the H1 | Pass | Blockquote summary found. | | Has at least one H2 section that lists links | Pass | 7 H2 sections, 7 with links. | | At least 80 percent of links point at the same site | Pass | 78 of 78 links stay on grafana.com (100 percent). | | Under 100 KB | Pass | 10078 bytes as served. | | Plain markdown, no HTML | Pass | No HTML document markers in the body. | ## Ora's cached score Ora's cached report for grafana.com gives it **76 of 100, grade B**, scanned on 1 November 2026. Its Access layer, which holds the read-layer checks below, scored 42 of 53 check points. Read from GET ora.ai/api/score/grafana.com on 5 November 2026. The score is Ora's, not this site's, and the structure grade above is a different measure: it grades the llms.txt file against the llmstxt.org proposal, while Ora's score covers the whole site. [Ora's report for grafana.com](https://ora.ai/score/grafana.com?utm_source=agentreadyhtml.com&utm_medium=referral&utm_campaign=index-entry) has every layer. | Ora check (Access layer) | Result | Points | | --- | --- | --- | | Sitemap exists | Pass | 2 of 2 | | Content without JavaScript | Partial | 2 of 3 | | Not blocked by bot detection | Not applicable | 0 of 2 | | Markdown URL fallback | Fail | 0 of 2 | | llms.txt exists | Pass | 1 of 1 | | llms.txt formatting | Pass | 2 of 2 | | JSON-LD structured data | Partial | 2 of 4 | | Metadata completeness | Pass | 2 of 2 | | llms.txt links resolve | Pass | 2 of 2 | | Markdown alternate link | Fail | 0 of 1 | | Redirect hygiene | Pass | 1 of 1 | | Page token budget | Pass | 1 of 1 | | Code fence validity | Pass | 1 of 1 | | Content behind auth | Not applicable | 0 of 2 | | OpenAPI spec published | Pass | 7 of 7 | | Markdown agent docs | Error | 0 of 1 | | Markdown negotiation with Vary | Fail | 0 of 1 | | Markdown for agent user agents | Fail | 0 of 1 | | Agent crawler reachability | Not applicable | 0 of 2 | ## Linking and the companion file The home page of grafana.com does not link the file in its HTML. Ora's lab found (2026-10-19) that 86 percent of llms.txt fetches by agents arrived through a link, so an unlinked file is mostly a file nobody opens. An llms-full.txt is served at the same root. ## How it compares At 9.8 KB the file is larger than 59 percent of the 2,529 plain-text llms.txt files in this edition, and its 78 links put it ahead of 73 percent of them on link count. The home page declares no generator. Size bucket: 2 to 10 KB. Tranco rank 2,341. Category: Infrastructure. Live file: [https://grafana.com/llms.txt](https://grafana.com/llms.txt). Read 4 November 2026. If the file has since changed or gone, the live URL is the authority; this page records what the crawl read on that date. - [All entries](https://agentreadyhtml.com/llms-txt-index/) - [Edition 2026-11-04](https://agentreadyhtml.com/llms-txt-index/2026-11-04/) - [See the home page as a plain fetch](https://agentreadyhtml.com/viewer/?url=https%3A%2F%2Fgrafana.com%2F) ## Sources 1. [grafana.com llms.txt](https://grafana.com/llms.txt) https://grafana.com/llms.txt, read 4 November 2026 2. [llms.txt proposal (llmstxt.org)](https://llmstxt.org/) https://llmstxt.org/, read 4 November 2026 3. [Tranco list 746WX (crawl universe)](https://tranco-list.eu/list/746WX) https://tranco-list.eu/list/746WX, read 4 November 2026 4. [Ora: AgentReady launch post (the 86 percent finding)](https://ora.ai/blog/agentready-launch?utm_source=agentreadyhtml.com&utm_medium=referral&utm_campaign=entry) https://ora.ai/blog/agentready-launch, read 4 November 2026 5. [Ora llms.txt (GET /api/score/{domain} looks up a cached score)](https://ora.ai/llms.txt?utm_source=agentreadyhtml.com&utm_medium=referral&utm_campaign=entry) https://ora.ai/llms.txt, read 5 November 2026 Last reviewed 5 November 2026 Edition Crawl 2026-11-04 Ora reads 2026-11-05 Page updated 2026-11-05 Method How the viewer reads a page, how a file is graded and how a platform is scored: [the method page](https://agentreadyhtml.com/method/).