AEO for coworking spaces in Houston: AI search visibility ranking
How AI search engines rank coworking spaces in Houston by visibility and citations. 15 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 Houston founders, small businesses, and hybrid teams with flexible desks, private suites, meeting rooms, 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 buyers inquire about coworking spaces in Houston, AI engines frequently recognize Spaces as the leading brand, with a visibility of 87.5 percent. Common Desk and The Cannon also rank highly in these inquiries. Spaces stands out with a citation rate of 12.5 percent, indicating it is often identified as a front-runner.
These rankings are influenced by sources such as google.com and thecannon.com, which AI engines refer to the most. The majority of these are aggregator or review sites, indicating that these listings are shaped by factors like user feedback and company-provided information, rather than solely promotional materials.
For buyers examining this list, one concrete consideration is the value AI engines place on recent reviews and third-party validations. These engines prioritize updates and external endorsements, which can be crucial in determining a coworking space's authority in specific niches or subcategories within the broader Houston market.
At a glance
What we observed in this category
Spaces leads the Houston coworking category by a wide margin, with 87.5% visibility against a category average of 11.7%. That gap is substantial: the next closest brand, Common Desk, sits at 37.5% visibility, meaning Spaces appears in AI responses more than twice as often. This dominance in named mentions gives Spaces a composite score of 65.0, more than double Common Desk's 45.0 and more than four times The Cannon's 27.5. The lead is structural, not marginal.
The most notable divergence in this data is between visibility and citation. Spaces holds 87.5% visibility but only 12.5% citation, meaning AI mentions the brand frequently but rarely links to its domain. Common Desk and The Cannon each hold 62.5% citation despite far lower visibility scores. Regus presents the sharpest case: 0% visibility but 50% citation, indicating AI cites regus.com as a source without naming the brand in answers. Citation and named presence are tracking as separate signals here.
Google AI Mode is the top engine across all 15 brands in this category without exception. Among cited sources, google.com ranks first, followed by brand-owned domains including thecannon.com, thecommondesk.com, and regus.com. Third-party sources such as tagvenue.com, shespacehtx.com, reddit.com, and yardikube.com also appear in the top cited list. This suggests AI answers in this category are anchored on a mix of brand sites and local or community-driven third-party pages.
Movers & shakers since last refresh
Biggest visibility fallers
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The Cannon 62% → 12% · rank #2 → #3-50pp
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Industrious 38% → 12% · rank #3 → #5-25pp
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Lucid Private Offices 25% → 0% · rank #7 → #11-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
spacesworks.com
|
88% | 12% | Google AI Mode |
Spaces dominates named visibility at 87.5% (versus 11.7% average) but has the lowest citation rate among the top 3 at just 12.5%, creating a significant trust-signal gap. |
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| 2 |
thecommondesk.com
|
38% | 62% | Google AI Mode |
Common Desk's citation rate of 62.5% is five times its visibility score of 37.5%, indicating its domain is treated as a reference source more often than it receives named mentions. |
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| 3 |
thecannon.com
|
12% | 62% | Google AI Mode |
The Cannon dropped from 62.5% to 12.5% visibility (a 50-point fall) while holding its 62.5% citation rate steady, showing named presence collapsed but source credibility did not. |
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| 4 |
wework.com
|
12% | 38% | Google AI Mode |
WeWork's composite score of 20.0 reflects a visibility rate of 12.5% (near category average) paired with a 37.5% citation rate, placing it mid-tier across both signals. |
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| 5 |
industriousoffice.com
|
12% | 25% | Google AI Mode |
Industrious fell from rank 3 to rank 5 with visibility dropping 25 points to 12.5%, though citation nudged up by 12.5 points, suggesting partial recovery in source authority. |
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| 6 |
regus.com
|
0% | 50% | Google AI Mode |
| 7 |
theworkwell.com
|
12% | 12% | Google AI Mode |
| 8 |
servcorp.com
|
0% | 12% | Google AI Mode |
| 9 |
hq.com
|
0% | 0% | Google AI Mode |
| 10 |
workstylespaces.com
|
0% | 0% | Google AI Mode |
| 11 |
lucidprivateoffices.com
|
0% | 0% | Google AI Mode |
| 12 |
venturex.com
|
0% | 0% | Google AI Mode |
| 13 |
firmspace.com
|
0% | 0% | Google AI Mode |
| 14 |
localoffice.com
|
0% | 0% | Google AI Mode |
| 15 |
fuseworkspace.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 Houston, 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 Houston 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 Houston
Who leads AI visibility in Houston coworking spaces?
Spaces leads with 87.5% visibility, more than double the second-ranked brand Common Desk at 37.5%, and far above the category average of 11.7%.
Which brand has the highest citation rate in this category?
Common Desk and The Cannon are tied for the highest citation rate at 62.5% each, both outpacing Spaces despite having lower visibility scores.
Can a brand be cited by AI without appearing in AI answers?
Yes. Regus has 0% visibility but a 50% citation rate, meaning its domain is used as a source by AI without the brand being named in responses.
What sources does Google AI Mode anchor on for Houston coworking research?
The top cited sources include google.com, thecannon.com, thecommondesk.com, regus.com, tagvenue.com, shespacehtx.com, reddit.com, and yardikube.com.
Which brands have seen the biggest drop in AI visibility recently?
The Cannon fell 50 visibility points and Industrious dropped 25 points, while Lucid Private Offices lost all visibility falling from 25% to 0%.
Which engine drives AI visibility for coworking brands in Houston?
Google AI Mode is the top engine for every single brand in this 15-brand category, with no other engine appearing in the audit data.