Reign Drink Lab
When Boston shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Reign Drink Lab. #49 of 73 local coffee roasters; AI names George Howell Coffee in 26.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: George Howell Coffee, 26 of 30
Asked on 30 October 2026Reign Drink Lab
- 4.7 · 196 Google reviews
- 54 Old Colony Ave, Boston, MA 02127
- Coffee
- toasttab.com
More Google reviews than 40% of the coffee roasters in Boston. Yet AI names 18 other coffee roasters here, George Howell Coffee first, with 1,536 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Boston”. The answer names:
- George Howell Coffee
- Gracenote Coffee
- Broadsheet Coffee Roasters
- Recreo Coffee & Roasterie
Reign Drink Lab is not in it, or in any of the other 29 answers.
The 10 questions we asked
Each asked in ChatGPT, Perplexity and Google AI Mode. A tick: at least one answer to it names Reign Drink Lab or links its site.
- best coffee roaster in Boston
- where to buy fresh coffee beans in Boston
- local coffee roasters in Boston that ship
- best espresso beans from a Boston roaster
- coffee subscription from a roaster in Boston
- where to buy specialty coffee beans in Boston
- single origin coffee beans in Boston
- coffee roastery in Boston with online ordering
- best coffee gift from a Boston roaster
- which local roaster in Boston do people recommend
What AI finds on toasttab.com
Its home page, robots.txt and llms.txt, checked on 3 November 2026: what AI assistants read first.
toasttab.com did not open for us on 3 November 2026. If AI assistants cannot open it either, they cannot read it.
Stores like it that AI names
Close in Google rating and reviews.
- Little Wolf Coffee8 of 30 · ★ 4.6 · 146 reviews
- Flat Black Coffee3 of 30 · ★ 4.5 · 172 reviews
- Recreo Coffee & Roasterie13 of 30 · ★ 4.7 · 371 reviews
Run a store on Shopify or WooCommerce?
More buyers from AI.
You pay only when they buy.
10% of the sales AI brings you. No subscription, no contract.
or connectShopifyWooCommerce