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The most AI-recommended sandwich cocktail smoothie coffee shop

Based on 80 buyer questions put to ChatGPT (web), Claude, Perplexity across 10 independent audits. These are the vendors the engines named unprompted.

Last updated

Share of voice

How often each vendor was named, as a share of every recommendation slot in the category.

1
Sweet Palm Coffee4.6%
named 28× · avg rank 2.3 · seen in 7 audits
2
Second State Coffee4.6%
named 28× · avg rank 3 · seen in 7 audits
3
babas on cannon4.6%
named 28× · avg rank 4.5 · seen in 7 audits
4
The Black Door Cafe3.5%
named 21× · avg rank 2.7 · seen in 7 audits
5
Harken Cafe & Bakery2.3%
named 14× · avg rank 3 · seen in 7 audits
6
Kudu Coffee & Craft Beer2.3%
named 14× · avg rank 3.5 · seen in 7 audits
7
The Harbinger Cafe & Bakery2.3%
named 14× · avg rank 4.5 · seen in 7 audits
8
Savannah Coffee Roasters1.6%
named 10× · avg rank 2.3 · seen in 3 audits
9
Gallery Espresso1.5%
named 9× · avg rank 2.4 · seen in 3 audits
10
Origin Coffee Bar1.5%
named 9× · avg rank 3.6 · seen in 3 audits
11
Charleston Coffee Exchange1.2%
named 7× · avg rank 1 · seen in 7 audits
12
Clerks Coffee Company1.2%
named 7× · avg rank 1 · seen in 7 audits
13
City Lights Eastside1.2%
named 7× · avg rank 1 · seen in 7 audits
14
Cafe Envie1.2%
named 7× · avg rank 1 · seen in 7 audits
15
Antoinettes Coffee Shop1.2%
named 7× · avg rank 1 · seen in 7 audits
16
Broad Street Cafe1.2%
named 7× · avg rank 1 · seen in 7 audits
17
Bitty and Beau's Coffee1.2%
named 7× · avg rank 1 · seen in 7 audits
18
Island Provisions1.2%
named 7× · avg rank 1 · seen in 7 audits
19
Bakehouse Bakery Cafe1.2%
named 7× · avg rank 1 · seen in 7 audits
20
Highfalutin Coffee Roasters1.2%
named 7× · avg rank 2 · seen in 7 audits
21
Charleston Coffee Roasters1.2%
named 7× · avg rank 2 · seen in 7 audits
22
The Black Door Café1.2%
named 7× · avg rank 2 · seen in 7 audits
23
Daps Breakfast & Imbibe1.2%
named 7× · avg rank 2 · seen in 7 audits
24
PJ's Coffee1.2%
named 7× · avg rank 2 · seen in 7 audits
25
Clerks Coffee1.2%
named 7× · avg rank 2 · seen in 7 audits

The sources AI cites in this category

When the engines answered these questions, these are the domains they actually quoted. Being present and well-positioned on these pages is what decides who gets recommended.

1secondstatecoffee.com35× cited
2babascharleston.com35× cited
3sweetpalmcoffee.com35× cited
4blackdoorcafe.com35× cited
5theharbingercafe.com28× cited
6harkencafe.com28× cited
7joe.coffee24× cited
8restaurantji.com18× cited
9facebook.com14× cited
10citylightseastside0542.s4shops.com14× cited
11babasoncannon.com14× cited
12bringfido.com14× cited
13cafeenvie.com14× cited
14locations.pjscoffee.com14× cited
15fourthwallnola.com14× cited
16broadstreetcafe.com14× cited
17island-provisions-downtown-charleston.goto-where.com14× cited
18bakehousecharleston.com14× cited
19charlestonranked.com14× cited
20thebriefreview.com14× cited

Questions we asked

A sample of the real purchase-intent questions behind these numbers.

  • what are the best coffee shops in charleston?
  • where can I take my family for coffee in downtown charleston?
  • are there any dog-friendly cafés in charleston?
  • which coffee shops in the french quarter are walkable?
  • where can I find a budget-friendly coffee place in charleston?
  • where can I get coffee outdoors in charleston?
  • what's a good coffee shop near the battery in charleston?
  • where do locals actually go for coffee in charleston?
  • what's the best coffee shop in savannah, georgia?
  • where can we find good tacos in savannah for date night?
  • are there any cafes with outdoor seating in savannah?
  • where do locals actually eat in downtown savannah?

Where do you rank here?

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Aggregated from independent Premonition audits, de-duplicated to one observation per company. AI answers vary between runs, so treat this as directional market signal rather than a fixed ranking. Methodology.