On-call management software: AI search visibility ranking (2026)
How AI search engines rank on-call management software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Platforms used to manage on-call rotations, escalate alerts, coordinate incident response, and ensure engineering and operations teams respond quickly to critical issues. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When AI engines like ChatGPT, Claude, Perplexity, and Gemini answer questions about on-call management software, Rootly comes up most consistently, appearing as a cited source in 87.5% of relevant AI responses. PagerDuty and incident.io round out the top three, making these three the names buyers will encounter most often when researching this category through AI-powered search.
The rankings reflect which domains AI engines pull from most heavily. Rootly.com, incident.io, onpage.com, and hyperping.com appear as primary cited sources, alongside reddit.com. The presence of Reddit signals that AI engines are drawing on real user discussions and peer comparisons, not just vendor marketing. Brands with strong coverage on community forums and third-party content earn more AI visibility than those relying solely on their own websites.
For a buyer using this page, the practical takeaway is to cross-check any brand you shortlist against recent third-party validation: current user reviews on aggregator sites, active Reddit threads, and coverage from independent blogs. AI engines weight recency and breadth of outside opinion heavily. A brand ranked lower here may still fit your needs, but lower AI visibility often means thinner independent coverage, which itself is worth investigating before you commit.
At a glance
What we observed in this categoryauto-generated
Rootly leads the on-call management software category with a composite score of 26.2, yet it holds 0% visibility while carrying an 87.5% citation rate. PagerDuty sits second at 25.0 on both metrics with a composite of 25.0. The gap between Rootly and the rest of the top 5 is meaningful: third-placed incident.io scores only 20.0 composite, and ranks 5 through 10 fall below 9.0. The category average visibility of 3.8% signals that most brands have almost no presence in AI-generated responses.
The Rootly and Opsgenie cases show a sharp divergence between being named and being trusted as a source. Rootly is cited in 87.5% of responses but appears in 0% visibility slots, meaning the AI references its content without surfacing it as a recommended product. Opsgenie shows the reverse pattern: 25% visibility but 0% citation, suggesting it is named in answers but its domain is not being pulled as a source. Incident.io sits between these poles with 12.5% visibility and 37.5% citation, making it the most balanced top-5 performer on this split.
Google AI Mode is the top engine for every brand in this dataset, indicating the audit is anchored entirely on that single engine. Among the top cited sources, rootly.com and incident.io appear alongside third-party domains including onpage.com, hyperping.com, reddit.com, dnsstuff.com, and connecteam.com. The presence of review aggregators and community sources alongside vendor domains suggests the AI is drawing on comparison and discussion content, not solely official product pages, when constructing on-call management responses.
Movers & shakers since last refresh
Biggest visibility risers
-
PagerDuty 0% → 25% · rank #0 → #2+25pp
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Opsgenie 0% → 25% · rank #0 → #4+25pp
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incident.io 0% → 12% · rank #0 → #3+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
rootly.com
|
0% | 88% | Google AI Mode |
Rootly holds the top composite score of 26.2 on an 87.5% citation rate, yet its 0% visibility score means it earns no direct named mentions in AI responses. |
||||
| 2 |
pagerduty.com
|
25% | 25% | Google AI Mode |
PagerDuty is the only top-5 brand where visibility and citation are equal at 25%, placing it well above the category averages of 3.8% and 8.1% respectively. |
||||
| 3 |
incident.io
|
12% | 38% | Google AI Mode |
Incident.io achieves a 37.5% citation rate against only 12.5% visibility, suggesting its domain is used as a reference source more often than it is named as a product. |
||||
| 4 |
atlassian.com
|
25% | 0% | Google AI Mode |
Opsgenie matches PagerDuty on 25% visibility but records 0% citation, meaning the AI names it in answers without drawing on atlassian.com as a supporting source. |
||||
| 5 |
zenduty.com
|
12% | 0% | Google AI Mode |
Zenduty sits at 12.5% visibility and 0% citation with a composite of 8.8, placing it above all brands ranked 6 through 20 but well below the top four. |
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| 6 |
squadcast.com
|
0% | 12% | Google AI Mode |
| 7 |
xmatters.com
|
0% | 0% | Google AI Mode |
| 8 |
splunk.com
|
0% | 0% | Google AI Mode |
| 9 |
firehydrant.com
|
0% | 0% | Google AI Mode |
| 10 |
bigpanda.io
|
0% | 0% | Google AI Mode |
| 11 |
grafana.com
|
0% | 0% | Google AI Mode |
| 12 |
ilert.com
|
0% | 0% | Google AI Mode |
| 13 |
signl4.com
|
0% | 0% | Google AI Mode |
| 14 |
everbridge.com
|
0% | 0% | Google AI Mode |
| 15 |
blameless.com
|
0% | 0% | Google AI Mode |
| 16 |
moogsoft.com
|
0% | 0% | Google AI Mode |
| 17 |
servicenow.com
|
0% | 0% | Google AI Mode |
| 18 |
datadoghq.com
|
0% | 0% | Google AI Mode |
| 19 |
newrelic.com
|
0% | 0% | Google AI Mode |
| 20 |
elastic.co
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on on-call management software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →
Get your own on-call management software brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about on-call management software AI visibility
Who leads AI visibility in on-call management software?
Rootly leads with the highest composite score of 26.2, driven by an 87.5% citation rate, though PagerDuty and Opsgenie each match it on visibility at 25%.
What is the difference between visibility and citation in this category?
Visibility measures how often a brand is named in AI responses, while citation measures how often its domain is referenced as a source. Rootly has 0% visibility but 87.5% citation, showing the two metrics can move in opposite directions.
What sources does Google AI Mode cite most for on-call management research?
The top cited sources include rootly.com, incident.io, and pagerduty.com as vendor domains, alongside third-party sites such as onpage.com, reddit.com, dnsstuff.com, hyperping.com, and connecteam.com.
How concentrated is AI visibility across the 20 brands in this category?
Visibility is heavily concentrated: the category average is only 3.8%, and brands ranked 6 through 10 all record 0% visibility and 0% citation in the audit data.
Which brands are new entrants to AI visibility in this category?
PagerDuty, Opsgenie, and incident.io are all listed as biggest visibility risers, each moving from 0% to their current visibility levels with no previous recorded presence.
Which engine dominates AI citations in on-call management software?
Google AI Mode is the top engine for every brand in the dataset, meaning the entire audit reflects a single engine with no distribution across other AI search platforms.