Thunderdome B2B SaaS AI Visibility Index

← Incident Management & On-Call ranking

Brand report · July 2026

Incident.io Incident.io: AI Visibility Report

incident.io ↗

When buyers ask ChatGPT, Claude, and Gemini about incident management & on-call, Incident.io ranks #2 of 15, a Visibility Score of 59 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 Incident.io

Strong second choice, but rarely the first name called.

Where it wins. A 72% mention rate across the three major models puts Incident.io in nearly every AI-generated shortlist for incident management, and ranking second among 15 competitors signals real category authority.

Where it loses. An 18% first-pick rate means buyers hear the name but usually hear PagerDuty or another rival first, and the complete absence from enterprise-focused prompts leaves the high-value segment to competitors.

AI-generated analysis of the July 2026 measurements.

On message

How Incident.io positions itself vs how AI ranks it

Incident.io claims Incident Management & On-Call and the models back it: #2 of 15 there.

The pitch

"Meet the incident command center for fast-moving teams"

What AI actually says
In Incident Management & On-Call #2 of 15, claim holds

Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →

Incident Management & On-Call · #2 of 15

59 / 100 first snapshot (July 2026)
72%
mention rate (72 answers)
3
avg. position
18%
first pick
11%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
53
Claude
49
Gemini
74

One of the index's bigger model splits: see where the models disagree →

Prompt themes Incident.io would want to own

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

Best overall
9/9 · #1×3
Top tools in 2026
9/9 · #1×2
Feature-led ask
9/9 · #1×5
If you could pick one
7/9 · #1×3

Gaps Enterprise pick

Most co-mentioned competitors
PagerDuty
90%
Opsgenie
77%
FireHydrant
63%
Rootly
58%
Grafana OnCall
46%
Better Stack
31%

Share of Incident.io'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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