AEO for coworking spaces in Louisville: AI search visibility ranking
How AI search engines rank coworking spaces in Louisville by visibility and citations. 20 providers measured quarterly across Google AI Mode: which providers the AI names in answers, which domains it cites as sources, and how the leaders compare. Coworking operators serving Louisville businesses, founders, and remote teams with flexible offices, meeting rooms, private suites, and shared workspace memberships. 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 respond to questions about coworking spaces in Louisville, they frequently highlight Spaces as the top choice, with mention rates as high as 75.0%. Other notable mentions include Office Evolution and Serendipity Labs. Spaces clearly leads the pack in AI search visibility, reflecting strong recognition in the industry.
The rankings reflect AI engines' reliance on high-authority sources. Websites like google.com and storylouisville.com are commonly cited, highlighting a trend where engines prioritize widely recognized and reputable sites, including both aggregators and local review platforms. These sources influence how AI engines assess and rank coworking spaces.
For buyers researching coworking spaces, the AI ranking emphasizes the importance of recent reviews and third-party validation. AI engines appear to place significant weight on topical authority, drawing from sources that excel in reviewing specific subcategories. Considering recent and credible feedback elevates your chances of selecting a highly-regarded provider.
At a glance
What we observed in this category
Spaces (spacesworks.com) holds rank 1 with a visibility score of 75.0 percent and a composite score of 52.5, while every other brand in the top 10 sits at 0.0 across both metrics. That gap is not marginal: the category average visibility is just 3.8 percent, meaning Spaces accounts for almost all measurable AEO presence in this market. However, Spaces has also fallen from 87.5 percent visibility in the prior period, a delta of -12.5 points, signalling that even the sole leader is losing ground in Google AI Mode responses.
The most striking divergence in this category is that Spaces carries 0.0 percent citation despite 75.0 percent visibility. AI Mode is surfacing the brand by name but attaching no source citations to those mentions. No brand in the tracked set earns any citation share, and the category average citation rate is 0.0 percent. This means brands are being named without being trusted as a cited source, a meaningful AEO weakness across the entire Louisville coworking segment.
The cited sources Google AI Mode anchors on in this category are predominantly local and regional outlets: storylouisville.com, thepresleypost.com, genuinework.co, lanereport.com, startuplouisville.com, and do502.com, alongside google.com and eventbrite.com. None of these are the domains of any ranked coworking brand. AI is pulling context from third-party Louisville-focused publishers rather than from operator websites, which explains the category-wide citation gap.
Movers & shakers since last refresh
Biggest visibility fallers
-
Spaces 88% → 75% · rank #1 → #1-12pp
-
Industrious 12% → 0% · rank #4 → #4-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
spacesworks.com
|
75% | 0% | Google AI Mode |
Spaces leads with 75.0 percent visibility and a composite score of 52.5, roughly 20 times the 3.8 percent category average, but holds 0.0 percent citations despite that visibility. |
||||
| 2 |
officeevolution.com
|
0% | 0% | Google AI Mode |
Office Evolution sits at rank 2 with 0.0 percent visibility and 0.0 citation share, offering no measurable AEO presence in Google AI Mode for Louisville coworking queries. |
||||
| 3 |
serendipitylabs.com
|
0% | 0% | Google AI Mode |
Serendipity Labs holds rank 3 with a composite score of 0.0 and no visibility, matching the floor-level performance seen across ranks 2 through 10 in this category. |
||||
| 4 |
industriousoffice.com
|
0% | 0% | Google AI Mode |
Industrious fell from 12.5 percent visibility to 0.0 percent, a delta of -12.5 points, making it the second-largest faller in the dataset alongside the category leader Spaces. |
||||
| 5 |
wework.com
|
0% | 0% | Google AI Mode |
WeWork records 0.0 percent visibility and 0.0 citation at rank 5, indistinguishable from Regus, Venture X, Expansive, and Pipeline in AEO performance terms for this market. |
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| 6 |
regus.com
|
0% | 0% | Google AI Mode |
| 7 |
venturex.com
|
0% | 0% | Google AI Mode |
| 8 |
expansive.com
|
0% | 0% | Google AI Mode |
| 9 |
pipelineworkspaces.com
|
0% | 0% | Google AI Mode |
| 10 |
switchyards.com
|
0% | 0% | Google AI Mode |
| 11 |
deskpass.com
|
0% | 0% | Google AI Mode |
| 12 |
kiln.com
|
0% | 0% | Google AI Mode |
| 13 |
commonhouse.com
|
0% | 0% | Google AI Mode |
| 14 |
cohatch.com
|
0% | 0% | Google AI Mode |
| 15 |
themalin.co
|
0% | 0% | Google AI Mode |
| 16 |
thecommondesk.com
|
0% | 0% | Google AI Mode |
| 17 |
lucidoffices.com
|
0% | 0% | Google AI Mode |
| 18 |
intelligentoffice.com
|
0% | 0% | Google AI Mode |
| 19 |
premierworkspaces.com
|
0% | 0% | Google AI Mode |
| 20 |
novelcoworking.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on coworking spaces in Louisville, 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own coworking spaces in Louisville 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 coworking spaces in Louisville
Who leads AEO in Coworking spaces in Louisville?
Spaces (spacesworks.com) leads with 75.0 percent visibility and a composite score of 52.5, far above the category average of 3.8 percent. Every other tracked brand scores 0.0 across both visibility and citation.
What sources does AI cite most for Coworking spaces in Louisville research?
Google AI Mode anchors on local and regional publishers including storylouisville.com, thepresleypost.com, genuinework.co, lanereport.com, startuplouisville.com, and do502.com. No coworking operator domain appears in the cited source list.
Why does the top-ranked brand have zero citation despite high visibility?
Spaces is named in 75.0 percent of AI responses but cited in 0.0 percent of them, meaning Google AI Mode references the brand without linking back to spacesworks.com as a source.
Is AEO performance improving or declining in this category?
The data shows decline: Spaces dropped from 87.5 to 75.0 percent visibility (-12.5 points) and its citation rate fell by 25.0 points. Industrious also lost its entire 12.5 percent visibility share.
How concentrated is AEO presence among Coworking spaces in Louisville brands?
It is highly concentrated: Spaces holds all measurable visibility in the category, while the remaining 19 brands collectively contribute nothing to the 3.8 percent category average.
Which engine drives AEO performance for Coworking spaces in Louisville?
All ranked brands and cited sources in this audit are attributed exclusively to Google AI Mode, with no other engine contributing visibility or citation data in the current dataset.