AEO for commercial cleaning services in Logan: AI search visibility ranking
How AI search engines rank commercial cleaning services in Logan 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. Commercial cleaning companies serving Logan offices, strata properties, retail sites, healthcare environments, schools, and industrial facilities with recurring and specialist cleaning services across the greater Brisbane area. 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 it comes to commercial cleaning services in Logan, AI engines frequently identify CMBM Facility Services as the leader, with Spotless and Jani-King also gaining significant mentions. CMBM Facility Services is particularly notable with a citation percentage of 12.5, indicating its prominence in discussions about top providers in this sector.
The rankings are shaped largely by data drawn from several key sources such as google.com, servpro.com, and executive-clean.com. Notably, these sources include both company websites and aggregator sites that compile reviews and ratings. This suggests that reputation and customer feedback play major roles in visibility and recognition within the industry.
For buyers, reading this page indicates the importance of reviews and third-party validation. When selecting a service provider from the list, consider recent reviews and topical authority, as AI engines prioritize these aspects. This means looking at brands backed by consistent, positive feedback and those recognized for their expertise in specific cleaning tasks.
At a glance
What we observed in this category
CMBM Facility Services holds rank 1 in commercial cleaning services in Logan with a composite score of 3.8 and a citation rate of 12.5%, while every other tracked brand sits at 0.0% across all three metrics. That gap is not marginal. It means Google AI Mode is selectively surfacing one brand in a field of 20, and the remaining 19 brands including national operators like Spotless, Jani-King, and ISS Facility Services Australia register no measurable AI presence at all.
The data reveals a sharp split between being named and being cited with authority. CMBM holds the only non-zero citation figure at 12.5%, yet its visibility score is also 0.0%, meaning the AI references it in source citations without surfacing it as a visible answer entity. Spotless previously held 12.5% visibility but has now dropped to 0.0% with no citation activity, suggesting it lost descriptive mention without gaining any citation foothold to compensate.
The top cited sources in this category are dominated by non-local or non-category-specific domains, including google.com, servpro.com, cleanfreakut.com, and m.yelp.com. None of these are Australian commercial cleaning operators with Logan relevance. This pattern indicates Google AI Mode is drawing on directory and review aggregator content rather than the owned domains of the ranked brands, which explains why brand visibility scores are uniformly zero despite citation activity existing in the category.
Movers & shakers since last refresh
Biggest visibility fallers
-
Spotless 12% → 0% · rank #1 → #2-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
cmbm.com.au
|
0% | 12% | Google AI Mode |
CMBM is the only brand with any measurable score, holding a 12.5% citation rate and composite score of 3.8 while all 19 peers register zero across every metric. |
||||
| 2 |
spotless.com
|
0% | 0% | Google AI Mode |
Spotless fell from rank 1 with 12.5% visibility to rank 2 with 0.0% visibility and 0.0% citation, making it the category's largest confirmed AI visibility faller this period. |
||||
| 3 |
janiking.com.au
|
0% | 0% | Google AI Mode |
Jani-King holds rank 3 purely by default, recording 0.0% visibility, 0.0% citation, and a composite score of zero, identical to every brand ranked 3 through 20. |
||||
| 4 |
au.issworld.com
|
0% | 0% | Google AI Mode |
ISS Facility Services Australia, a large international operator, scores zero on all metrics, showing that brand scale does not translate to AI visibility in this local category. |
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| 5 |
amcclean.com.au
|
0% | 0% | Google AI Mode |
AMC Commercial Cleaning sits at rank 5 with a composite score of zero, indistinguishable from ranks 3, 4, 6 through 20, and contributes nothing to the category's 0.6% average citation rate. |
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| 6 |
quayclean.com.au
|
0% | 0% | Google AI Mode |
| 7 |
gjkfacilityservices.com.au
|
0% | 0% | Google AI Mode |
| 8 |
ocs.com/au
|
0% | 0% | Google AI Mode |
| 9 |
millenniumsg.com
|
0% | 0% | Google AI Mode |
| 10 |
assetlink.com.au
|
0% | 0% | Google AI Mode |
| 11 |
cleanworks.com.au
|
0% | 0% | Google AI Mode |
| 12 |
compasscleaning.com.au
|
0% | 0% | Google AI Mode |
| 13 |
kleenit.com.au
|
0% | 0% | Google AI Mode |
| 14 |
flashcleaning.com.au
|
0% | 0% | Google AI Mode |
| 15 |
menzies.com.au
|
0% | 0% | Google AI Mode |
| 16 |
acspropertyservices.com.au
|
0% | 0% | Google AI Mode |
| 17 |
whizz.com.au
|
0% | 0% | Google AI Mode |
| 18 |
comclean.com.au
|
0% | 0% | Google AI Mode |
| 19 |
clean-group.com.au
|
0% | 0% | Google AI Mode |
| 20 |
scsgroup.com.au
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on commercial cleaning services in Logan, 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 AEO 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 →
AEO 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 →
Run an AEO audit on your own commercial cleaning services in Logan brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for commercial cleaning services in Logan
Who leads AI visibility in commercial cleaning services in Logan?
CMBM Facility Services leads with a composite score of 3.8 and a 12.5% citation rate. Every other tracked brand records zero across all metrics.
What is the average AI visibility for brands in this category?
The average visibility across all 20 tracked brands is 0.0%, with a category average citation rate of just 0.6%, driven entirely by CMBM's single non-zero citation figure.
Which brand has lost the most AI visibility recently in this category?
Spotless dropped from rank 1 with 12.5% visibility to rank 2 with 0.0% visibility, recording a visibility delta of -12.5% and the only confirmed visibility fall in the data.
What sources does Google AI Mode cite most for commercial cleaning research in Logan?
The top cited sources include google.com, servpro.com, m.yelp.com, and cleanfreakut.com. None are Australian commercial cleaning operators relevant to the Logan market.
Do large national brands perform better in AI visibility for this local category?
No. National and international operators including Spotless, Jani-King, ISS Facility Services Australia, and OCS Australia all score zero on visibility and citation in this category.
Is there a difference between being cited and being visible in this category's AI results?
Yes. CMBM Facility Services holds a 12.5% citation rate but a 0.0% visibility score, indicating the AI references its domain in sources without surfacing it as a named answer entity.