# Observability AI visibility leaderboard

How ChatGPT, Perplexity, Google AI Mode rank 45 Observability brands across 30 buyer prompts.

Page: https://slateindex.ai/category/observability · data of 2026-11-03

## Leaderboard

| Rank | Brand | Visibility | Mention rate | Share of voice |
|---|---|---|---|---|
| 1 | Datadog | 69.5 | 80.2% | 11.0% |
| 2 | Grafana | 47.8 | 71.6% | 9.8% |
| 3 | New Relic | 47.1 | 77.8% | 10.7% |
| 4 | Dynatrace | 39.9 | 58.0% | 8.0% |
| 5 | OpenTelemetry | 37.4 | 60.5% | 8.2% |
| 6 | Splunk | 22.5 | 43.2% | 5.8% |
| 7 | Prometheus | 20.8 | 44.4% | 6.1% |
| 8 | Elastic Observability | 14.8 | 35.8% | 4.9% |
| 9 | Honeycomb | 14.1 | 38.3% | 5.2% |
| 10 | SigNoz | 12.3 | 27.2% | 3.7% |
| 11 | Loki | 12.0 | 33.3% | 4.7% |
| 12 | Tempo | 7.1 | 22.2% | 3.1% |
| 13 | Coralogix | 5.0 | 17.3% | 2.4% |
| 14 | Sentry | 4.7 | 11.1% | 1.5% |
| 15 | IBM Instana | 3.7 | 9.9% | 1.3% |
| 16 | OpenObserve | 3.6 | 9.9% | 1.4% |
| 17 | Google Cloud Observability | 3.5 | 4.9% | 0.7% |
| 18 | Dash0 | 3.2 | 7.4% | 1.1% |
| 19 | Better Stack | 3.1 | 7.4% | 0.9% |
| 20 | Mimir | 2.6 | 7.4% | 1.1% |
| 21 | Chronosphere | 2.5 | 8.6% | 1.2% |
| 22 | LogicMonitor | 2.5 | 6.2% | 0.9% |
| 23 | Groundcover | 2.4 | 3.7% | 0.5% |
| 24 | SolarWinds Observability | 2.2 | 6.2% | 0.9% |
| 25 | Sumo Logic | 1.8 | 6.2% | 0.9% |
| 26 | AppDynamics | 1.7 | 4.9% | 0.7% |
| 27 | Langfuse | 1.4 | 2.5% | 0.4% |
| 28 | Netdata | 1.2 | 3.7% | 0.5% |
| 29 | Amazon CloudWatch | 0.9 | 3.7% | 0.5% |
| 30 | BMC | 0.9 | 3.7% | 0.5% |
| 31 | ClickHouse | 0.9 | 2.5% | 0.3% |
| 32 | Uptrace | 0.7 | 2.5% | 0.4% |
| 33 | Azure Monitor | 0.7 | 2.5% | 0.3% |
| 34 | Jaeger | 0.7 | 2.5% | 0.3% |
| 35 | Middleware | 0.3 | 1.2% | 0.2% |
| 36 | Zipkin | 0.3 | 1.2% | 0.1% |
| 37 | Bugsnag | 0.0 | 0.0% | 0.0% |
| 38 | Checkmk | 0.0 | 0.0% | 0.0% |
| 39 | Icinga | 0.0 | 0.0% | 0.0% |
| 40 | Nagios | 0.0 | 0.0% | 0.0% |
| 41 | Rollbar | 0.0 | 0.0% | 0.0% |
| 42 | Thanos | 0.0 | 0.0% | 0.0% |
| 43 | ThousandEyes | 0.0 | 0.0% | 0.0% |
| 44 | VictoriaMetrics | 0.0 | 0.0% | 0.0% |
| 45 | Zabbix | 0.0 | 0.0% | 0.0% |

## Prompts

- [What is an observability platform and when does a company need one?](https://slateindex.ai/prompt/what-is-an-observability-platform-and-when-does-a-company-l7rgt2qd7n)
- [How do I choose an observability platform for a mid-market team?](https://slateindex.ai/prompt/how-do-i-choose-an-observability-platform-for-a-mid-market-wxjdhl2v3c)
- [What features matter most in an observability platform?](https://slateindex.ai/prompt/what-features-matter-most-in-an-observability-platform-bfxe5sshx4)
- [What are common mistakes when buying an observability platform?](https://slateindex.ai/prompt/what-are-common-mistakes-when-buying-an-observability-q7e46oyaxc)
- [How do companies monitor systems and find failures without a dedicated tool?](https://slateindex.ai/prompt/how-do-companies-monitor-systems-and-find-failures-without-a-vp6332vllc)
- [What is the difference between an observability platform and CI/CD?](https://slateindex.ai/prompt/what-is-the-difference-between-an-observability-platform-and-5fm2vbmfsl)
- [What should an observability platform integrate with?](https://slateindex.ai/prompt/what-should-an-observability-platform-integrate-with-h3k7xuumfd)
- [How long does it take to roll out an observability platform?](https://slateindex.ai/prompt/how-long-does-it-take-to-roll-out-an-observability-platform-qjhtojiu64)
- [What are the best observability tools in 2026?](https://slateindex.ai/prompt/what-are-the-best-observability-tools-in-2026-3d6pjrnje2)
- [Top observability platform options for B2B SaaS companies](https://slateindex.ai/prompt/top-observability-platform-options-for-b2b-saas-companies-tk5s4xgih3)
- [Best observability platform for startups](https://slateindex.ai/prompt/best-observability-platform-for-startups-5wwpqczo5z)
- [Best observability platform for enterprise](https://slateindex.ai/prompt/best-observability-platform-for-enterprise-gbnic7hyli)
- [Which observability platform has the best reviews?](https://slateindex.ai/prompt/which-observability-platform-has-the-best-reviews-dsrvvry76f)
- [Compare the leading observability platforms](https://slateindex.ai/prompt/compare-the-leading-observability-platforms-al3e3ap6hj)
- [Alternatives to the most popular observability platform](https://slateindex.ai/prompt/alternatives-to-the-most-popular-observability-platform-jqmpjwrbsk)
- [Best observability platform with AI features](https://slateindex.ai/prompt/best-observability-platform-with-ai-features-xkpi53qmph)
- [Most affordable observability platform that is still reliable](https://slateindex.ai/prompt/most-affordable-observability-platform-that-is-still-t7juichor3)
- [Which observability vendors do analysts recommend?](https://slateindex.ai/prompt/which-observability-vendors-do-analysts-recommend-h3beqr7q5z)
- [How much does an observability platform cost per month?](https://slateindex.ai/prompt/how-much-does-an-observability-platform-cost-per-month-uwv4gbuetm)
- [Which observability platform offers a free trial?](https://slateindex.ai/prompt/which-observability-platform-offers-a-free-trial-xwpy6ururi)
- [Is there a free observability platform for small teams?](https://slateindex.ai/prompt/is-there-a-free-observability-platform-for-small-teams-ydeapa3yw5)
- [What is the typical pricing model for observability software?](https://slateindex.ai/prompt/what-is-the-typical-pricing-model-for-observability-software-5vrjukkhr6)
- [Which observability platform has transparent pricing?](https://slateindex.ai/prompt/which-observability-platform-has-transparent-pricing-3ypxioojoc)
- [Which observability tools offer annual discounts?](https://slateindex.ai/prompt/which-observability-tools-offer-annual-discounts-4wadsozipf)
- [Official website of the top observability platform vendors](https://slateindex.ai/prompt/official-website-of-the-top-observability-platform-vendors-eumlj3prbo)
- [Where can I sign up for an observability platform?](https://slateindex.ai/prompt/where-can-i-sign-up-for-an-observability-platform-r3qo6lx7r7)
- [Who makes the most used observability platform?](https://slateindex.ai/prompt/who-makes-the-most-used-observability-platform-rvcs3kd7vc)
- [Is SigNoz a good observability platform?](https://slateindex.ai/prompt/is-signoz-a-good-observability-platform-yebko52mee)
- [What are the pros and cons of SolarWinds Observability?](https://slateindex.ai/prompt/what-are-the-pros-and-cons-of-solarwinds-observability-tgubftzjcv)
- [How much does Splunk cost?](https://slateindex.ai/prompt/how-much-does-splunk-cost-rqtlztkj3v)

## Most cited sources

| Domain | Citations |
|---|---|
| newrelic.com | 50 |
| grafana.com | 34 |
| datadoghq.com | 31 |
| gartner.com | 30 |
| splunk.com | 26 |
| signoz.io | 25 |
| dynatrace.com | 22 |
| honeycomb.io | 19 |
| elastic.co | 17 |
| g2.com | 17 |

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “Observability AI visibility leaderboard”, https://slateindex.ai/category/observability, data of 2026-11-03. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).