AEO for coworking spaces in Memphis: AI search visibility ranking
How AI search engines rank coworking spaces in Memphis 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 Memphis 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 buyers inquire about coworking spaces in Memphis, AI engines consistently point to Spaces as the leader, followed closely by Serendipity Labs and WeWork. With Spaces achieving a visibility rate of 100 percent, it dominates the conversation, indicating strong recognition among AI platforms for its services in this region.
The rankings derive heavily from top-cited sources like google.com and serendipitylabs.com, alongside niche platforms like app.squareup.com. This suggests a mix of aggregator sites and direct brand domains are influencing AI responses, highlighting a blend of broad visibility and specific brand authority in these results.
For a buyer seeking coworking spaces, consider how recent reviews and third-party validations boost visibility for brands like Spaces in AI-engine results. Brands cited frequently by reliable sources are likely seen as trustworthy, reflecting their authority and expertise in specific subcategories of coworking spaces.
At a glance
What we observed in this category
Spaces (spacesworks.com) holds a commanding position in the Memphis coworking AEO landscape, registering 100% visibility against a category average of just 6.2%. That gap is not marginal. Every other brand in the top 10 sits at 0% visibility, meaning Spaces is effectively the only brand Google AI Mode surfaces consistently for this category. The composite score of 70 for Spaces versus 0 for ranks 3 through 10 indicates the AI has settled on a single dominant answer source for most Memphis coworking queries.
A meaningful divergence exists between being named and being cited. Spaces achieves maximum visibility at 100% but carries a 0% citation rate, while Serendipity Labs scores 25% on both visibility and citation. This means Serendipity Labs is the only brand in this dataset that Google AI Mode both mentions and actively links as a source, making its citation behaviour more authoritative in structural terms despite its lower raw visibility score. The category average citation rate of just 1.2% confirms that citations are rare across the board.
The source anchoring pattern in this category points strongly toward third-party aggregators and local directories alongside brand-owned domains. google.com leads cited sources, followed by serendipitylabs.com, then platforms such as coworkingcafe.com, coworkingmag.com, and local Memphis-specific sites including wondercc.org and thehubcoffee.org. The presence of app.squareup.com and venues.expopass.com suggests the AI is pulling from booking and event infrastructure pages, not purely editorial content. Brands absent from these aggregator sources are invisible in current AEO performance.
Movers & shakers since last refresh
Biggest visibility risers
-
Spaces 75% → 100% · rank #1 → #1+25pp
Biggest visibility fallers
-
Regus 25% → 0% · rank #3 → #6-25pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
spacesworks.com
|
100% | 0% | Google AI Mode |
Spaces leads with 100% visibility, a composite score of 70, and a 25-point visibility gain from the prior period, but its citation rate has dropped to 0%, signalling growing mention without source attribution. |
||||
| 2 |
serendipitylabs.com
|
25% | 25% | Google AI Mode |
Serendipity Labs is the only brand in the top 5 with any citation presence, matching its 25% visibility with a 25% citation rate, placing it above all peers on the citation dimension despite a lower composite score. |
||||
| 3 |
wework.com
|
0% | 0% | Google AI Mode |
WeWork registers 0% visibility and 0% citations, sitting 100 percentage points below the category leader despite being a globally recognised coworking brand, indicating no effective AEO presence in Memphis queries. |
||||
| 4 |
industriousoffice.com
|
0% | 0% | Google AI Mode |
Industrious scores 0 across all metrics including visibility, citation, and composite score, performing identically to WeWork and showing no differentiation in how Google AI Mode treats these two national brands locally. |
||||
| 5 |
venturex.com
|
0% | 0% | Google AI Mode |
Venture X holds rank 5 with a composite score of 0 and 0% visibility, matching the floor performance of ranks 3, 4, 6, 7, 8, 9, and 10, with no signals distinguishing its AEO position from those below it. |
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| 6 |
regus.com
|
0% | 0% | Google AI Mode |
| 7 |
novelcoworking.com
|
0% | 0% | Google AI Mode |
| 8 |
kiln.com
|
0% | 0% | Google AI Mode |
| 9 |
commonhouse.com
|
0% | 0% | Google AI Mode |
| 10 |
cohatch.com
|
0% | 0% | Google AI Mode |
| 11 |
themalin.co
|
0% | 0% | Google AI Mode |
| 12 |
deskpass.com
|
0% | 0% | Google AI Mode |
| 13 |
expansive.com
|
0% | 0% | Google AI Mode |
| 14 |
officeevolution.com
|
0% | 0% | Google AI Mode |
| 15 |
thecommondesk.com
|
0% | 0% | Google AI Mode |
| 16 |
lucidoffices.com
|
0% | 0% | Google AI Mode |
| 17 |
intelligentoffice.com
|
0% | 0% | Google AI Mode |
| 18 |
premierworkspaces.com
|
0% | 0% | Google AI Mode |
| 19 |
pipelineworkspaces.com
|
0% | 0% | Google AI Mode |
| 20 |
switchyards.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 Memphis, 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 Memphis 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 Memphis
Who leads AEO in Coworking spaces in Memphis?
Spaces (spacesworks.com) leads with 100% visibility and a composite score of 70, far ahead of the category average of 6.2%. No other brand in the top 10 comes close, with all brands from rank 3 onward sitting at 0% visibility.
What sources does Google AI Mode cite most for Coworking spaces in Memphis?
Google AI Mode anchors primarily on google.com, serendipitylabs.com, coworkingcafe.com, coworkingmag.com, and local Memphis sites including wondercc.org and thehubcoffee.org. Booking platforms app.squareup.com and venues.expopass.com also appear in the cited source list.
Which brand has the strongest citation performance in this category?
Serendipity Labs is the only brand in the dataset with a non-zero citation rate, recording 25% citations alongside 25% visibility. Spaces, despite 100% visibility, currently holds a 0% citation rate.
How concentrated is AEO visibility in the Coworking spaces in Memphis category?
Visibility is highly concentrated: Spaces holds 100% while 18 of the 20 tracked brands sit at or near 0%, and the category average is just 6.2%. This is a near-monopoly AEO position for a single brand.
Which brand has seen the biggest recent AEO shift in this category?
Regus is the biggest faller, dropping from rank 3 to rank 6 with a visibility decline of 25 percentage points and a citation delta of -62.5 percentage points, falling to 0% on both metrics. Spaces is the only riser, gaining 25 visibility points in the same period.
Does high visibility guarantee citation in the Coworking spaces in Memphis AEO landscape?
No. Spaces demonstrates the opposite: it holds 100% visibility but a 0% citation rate, while Serendipity Labs achieves equal citation and visibility rates at 25% each, suggesting citation depends on source structure rather than mention frequency alone.