AI Visibility Rankings · SaaS

Enterprise asset management software: AI search visibility ranking (2026)

How AI search engines rank enterprise asset 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. Asset management platforms used to maintain equipment, schedule preventive maintenance, manage work orders, and optimize physical asset lifecycles. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Refreshed Jun 20, 2026

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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At a glance

Category leader IBM Maximo 38% visibility · named in 3 of 8 AI answers

Most cited brand IBM Maximo 12% citation rate · the AI's most-trusted source brand in enterprise asset management software

Top cited domain youtube.com Referenced by AI across the enterprise asset management software query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 16 brands at 0% (invisible to the AI)

What we observed in this categoryauto-generated

IBM Maximo holds the clear lead in this category with a visibility score of 37.5%, more than twelve percentage points above the second-ranked MaintainX at 25.0%. The category average visibility sits at just 4.4%, meaning IBM Maximo is performing at roughly eight times the average. This gap is significant because it indicates a highly concentrated AI visibility landscape where one legacy enterprise vendor is dominating AI-generated responses, leaving most of the 20 brands tracked with zero visibility.

The divergence between visibility and citation is notable. IBM Maximo is the only brand earning any citation share at all, with a citation rate of 12.5% against a category average of just 0.6%. MaintainX, despite a strong 25.0% visibility score, earns zero citations, meaning AI surfaces it by name but does not anchor responses to its owned content. SAP EAM and Fiix share the same pattern, appearing in responses but generating no citations whatsoever.

Google AI Mode is the top engine across every brand in this dataset, and the cited sources reveal the AI is drawing heavily on third-party authority sites rather than vendor domains. Gartner and SoftwareReviews appear alongside youtube.com, suggesting AI responses are shaped by analyst and video content. IBM's own domain (ibm.com) is one of only eight sources cited in the category, reinforcing why it is the sole brand converting visibility into citations.

Movers & shakers since last refresh

Biggest visibility risers

IBM Maximo 0% → 38% · rank #0 → #1
+38pp
MaintainX 0% → 25% · rank #0 → #2
+25pp
Fiix 0% → 12% · rank #0 → #3
+12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	IBM Maximo ibm.com	38%	12%	Google AI Mode
IBM Maximo leads all brands with 37.5% visibility and is the only brand earning citations at 12.5%, making it the sole convert of AI presence into sourced authority.
2	MaintainX maintainx.com	25%	0%	Google AI Mode
MaintainX ranks second with 25.0% visibility but earns zero citations, a gap that shows AI mentions the brand without treating its content as a trusted source.
3	Fiix fiixsoftware.com	12%	0%	Google AI Mode
Fiix sits joint third alongside SAP EAM at 12.5% visibility and 0.0% citations, placing it well above the 4.4% category average but with no citation footprint.
4	SAP EAM sap.com	12%	0%	Google AI Mode
SAP EAM matches Fiix exactly at 12.5% visibility and zero citations, a notable underperformance given SAP's scale and domain authority in adjacent software categories.
5	UpKeep upkeep.com	0%	0%	Google AI Mode
UpKeep scores 0.0% on both visibility and citations, sitting below the 4.4% category average and indistinguishable from six other brands with identical zero scores.
6	eMaint emaint.com	0%	0%	Google AI Mode
7	Infor EAM infor.com	0%	0%	Google AI Mode
8	Brightly brightlysoftware.com	0%	0%	Google AI Mode
9	Limble CMMS limblecmms.com	0%	0%	Google AI Mode
10	Fracttal fracttal.com	0%	0%	Google AI Mode
11	Asset Panda assetpanda.com	0%	0%	Google AI Mode
12	FMX gofmx.com	0%	0%	Google AI Mode
13	Hippo CMMS eptura.com	0%	0%	Google AI Mode
14	ManagerPlus managerplus.com	0%	0%	Google AI Mode
15	Aptean EAM aptean.com	0%	0%	Google AI Mode
16	Dude Solutions dudesolutions.com	0%	0%	Google AI Mode
17	HxGN EAM hexagon.com	0%	0%	Google AI Mode
18	Mainsim mainsim.com	0%	0%	Google AI Mode
19	MicroMain micromain.com	0%	0%	Google AI Mode
20	IFS Cloud ifs.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on enterprise asset 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.

youtube.comgartner.comtmasystems.comsoftwarereviews.comsnapfix.comteqtivity.comsalesforce.comibm.com

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 enterprise asset 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.

Audit your enterprise asset management software brand → Browse all rankings Methodology →

Frequently asked about enterprise asset management software AI visibility

Who leads AI visibility in enterprise asset management software?

IBM Maximo leads with 37.5% visibility and a composite score of 30.0, far ahead of second-ranked MaintainX at 25.0% visibility and a composite score of 17.5.

Which brand converts AI visibility into citations most effectively?

IBM Maximo is the only brand in the category earning any citations at all, with a citation rate of 12.5% compared to a category average of just 0.6%.

What sources does Google AI Mode cite most for enterprise asset management software research?

The top cited sources include youtube.com, gartner.com, softwarereviews.com, and ibm.com, suggesting the AI anchors on analyst content, video, and one dominant vendor domain.

How concentrated is AI visibility in this category?

Visibility is highly concentrated: only four of the 20 brands tracked score above zero, and the category average visibility is just 4.4%, with IBM Maximo alone at 37.5%.

Why do highly visible brands like MaintainX and SAP EAM earn zero citations?

These brands appear in AI-generated responses but their owned domains are not among the cited sources, meaning the AI names them without sourcing their content directly.

Which engine dominates AI visibility for enterprise asset management software brands?

Google AI Mode is the top engine for every brand in this dataset, with no other engine appearing in the top engine column across all 10 ranked brands.