Brand report · July 2026

Grafana: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about incident management & on-call, Grafana ranks #10 of 15, a Visibility Score of 8 in Incident Management & On-Call .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Grafana

Mentioned when topics are broad; absent when buyers get specific.

Where it wins. Grafana surfaces in trend-style prompts like 'Top tools in 2026,' earning a 17% mention rate across the three models. That puts it on the board, but barely inside the top half of a 15-tool field at rank 10.

Where it loses. A 1.4% first-pick rate reveals that the models almost never lead with Grafana when asked to choose, and it disappears entirely from use-case fit, feature-led, and single-pick prompts, exactly where purchase intent concentrates.

AI-generated analysis of the July 2026 measurements.

Incident Management & On-Call · #10 of 15

8 / 100 first snapshot (July 2026)

17%

mention rate (72 answers)

6

avg. position

1%

first pick

3%

share of voice

First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.

ChatGPT

7

Claude

14

Gemini

4

Prompt themes Grafana would want to own

Share of each theme's answers that mention Grafana. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

6/9

3/9

1/9

1/9

Budget & alternatives

1/9 · #1×1

Use-case fit

0/9

Feature-led ask

0/9

If you could pick one

0/9

Gaps Use-case fit · Feature-led ask · If you could pick one

Most co-mentioned competitors

PagerDuty

92%

Incident.io

83%

FireHydrant

83%

Rootly

83%

Opsgenie

75%

Datadog

42%

Share of Grafana's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Scores are measured from real AI answers, refreshed monthly. Methodology.

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