EHS software: AI search visibility ranking (2026)
How AI search engines rank ehs 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. Environmental health and safety software used to manage compliance, audits, incidents, training, and operational risk across regulated workplaces. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 15, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
SafetyCulture leads the EHS software category with a composite score of 28.8, built on 25% visibility and a 37.5% citation rate. The next closest brand, EcoOnline, scores 23.8 despite half the visibility at 12.5%. Cority and Benchmark Gensuite match SafetyCulture on raw visibility at 25% each but score only 17.5, entirely due to zero citation activity. The gap between first and third place is not about how often a brand appears but whether Google AI Mode chooses to cite it as a source.
EcoOnline and EHS Insight expose a clear divergence between named mentions and trusted citations. EHS Insight has 0% visibility yet a 50% citation rate, making it the most-cited brand relative to how rarely it is named in AI responses. EcoOnline mirrors this pattern with 12.5% visibility and a 50% citation rate. Cority and Benchmark Gensuite sit at the opposite extreme, named frequently but never cited. This split means some brands are shaping AI answers as reference sources without winning the narrative slot.
Google AI Mode is the top engine for every brand in this dataset, confirming the category is almost entirely a single-engine story at this stage. The top cited sources list includes ehsinsight.com, ecoonline.com, and safetyculture.com alongside third-party properties like youtube.com, reddit.com, and gartner.com. The presence of reddit.com and youtube.com in the citation pool suggests AI is anchoring on community and review content, not just vendor domains, when constructing EHS software responses.
Movers & shakers since last refresh
Biggest visibility risers
-
SafetyCulture 0% → 25% · rank #0 → #1+25pp
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Cority 0% → 25% · rank #0 → #3+25pp
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Benchmark Gensuite 0% → 25% · rank #0 → #4+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
safetyculture.com
|
25% | 38% | Google AI Mode |
SafetyCulture leads all 20 brands with a composite score of 28.8, combining the highest citation rate (37.5%) among brands with top-tier visibility (25%), against a category average visibility of 7.5%. |
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| 2 |
ecoonline.com
|
12% | 50% | Google AI Mode |
EcoOnline achieves the second-highest composite score (23.8) despite visibility of only 12.5%, driven by a 50% citation rate that is the joint highest in the entire dataset. |
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| 3 |
cority.com
|
25% | 0% | Google AI Mode |
Cority matches SafetyCulture on visibility at 25% but scores 17.5 composite because its citation rate is 0%, meaning Google AI Mode mentions it but never treats its domain as a reference source. |
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| 4 |
benchmarkgensuite.com
|
25% | 0% | Google AI Mode |
Benchmark Gensuite shares Cority's exact profile, 25% visibility and 0% citations, producing an identical composite of 17.5 and signalling high name recognition with no source authority in AI responses. |
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| 5 |
ehsinsight.com
|
0% | 50% | Google AI Mode |
EHS Insight is the clearest citation-without-visibility outlier, holding a 50% citation rate and 0% visibility, ranking fifth overall despite never appearing as a named brand in AI-generated responses. |
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| 6 |
wolterskluwer.com
|
12% | 0% | Google AI Mode |
| 7 |
velocityehs.com
|
12% | 0% | Google AI Mode |
| 8 |
sphera.com
|
12% | 0% | Google AI Mode |
| 9 |
quentic.com
|
12% | 0% | Google AI Mode |
| 10 |
sitedocs.com
|
12% | 0% | Google AI Mode |
| 11 |
intelex.com
|
0% | 0% | Google AI Mode |
| 12 |
origamirisk.com
|
0% | 0% | Google AI Mode |
| 13 |
etq.com
|
0% | 0% | Google AI Mode |
| 14 |
processmap.com
|
0% | 0% | Google AI Mode |
| 15 |
kpa.io
|
0% | 0% | Google AI Mode |
| 16 |
isometrix.com
|
0% | 0% | Google AI Mode |
| 17 |
prontoforms.com
|
0% | 0% | Google AI Mode |
| 18 |
ideagen.com
|
0% | 0% | Google AI Mode |
| 19 |
evotix.com
|
0% | 0% | Google AI Mode |
| 20 |
ecowebdesk.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on ehs 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.
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.
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.
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.
Get your own ehs 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 ehs software AI visibility
Who leads AI visibility in EHS software?
SafetyCulture leads with a composite score of 28.8, combining 25% visibility and a 37.5% citation rate, both figures well above the category averages of 7.5% and 6.9% respectively.
Which EHS software brand is cited most often by Google AI Mode relative to how often it is named?
EHS Insight and EcoOnline both hold a 50% citation rate, but EHS Insight is the more extreme case because it achieves that citation rate with 0% visibility, meaning it is used as a source without being named in responses.
What sources does Google AI Mode anchor on when answering EHS software queries?
The top cited sources include ehsinsight.com, ecoonline.com, safetyculture.com, gartner.com, youtube.com, and reddit.com, indicating the AI draws on a mix of vendor domains, analyst sites, and community content.
Are any major EHS software brands visible but never cited as sources?
Yes, Cority and Benchmark Gensuite both have 25% visibility but 0% citation rates, meaning Google AI Mode mentions them in responses but does not reference their domains as supporting sources.
Which search engine dominates AI visibility for EHS software brands?
Google AI Mode is the top engine for every brand in the dataset, making it the single dominant channel for AI-generated visibility across the entire EHS software category.
How concentrated is AI visibility in EHS software, and which brands are new entrants?
The top three visibility risers, SafetyCulture, Cority, and Benchmark Gensuite, all moved from 0% to 25% visibility in the current period, suggesting the category's AI presence is consolidating rapidly around a small group of newly prominent brands.