Bold Coffee & Books
When Portland shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Bold Coffee & Books. #47 of 60 local coffee roasters; AI names Coava Coffee Roasters in 19.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Coava Coffee Roasters, 19 of 30
Asked on 29 October 2026Bold Coffee & Books
- 4.8 · 169 Google reviews
- 1755 SW Jefferson St, Portland, OR 97205
- Coffee
- boldcoffeeandbooks.com
More Google reviews than 32% of the coffee roasters in Portland. Yet AI names 24 other coffee roasters here, Coava Coffee Roasters first, with 1,700 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Portland”. The answer names:
- Coava Coffee Roasters
- BEST Coffee
- Sterling Coffee Roasters
- Heart Coffee Roasters
Bold Coffee & Books 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 Bold Coffee & Books or links its site.
- best coffee roaster in Portland
- where to buy fresh coffee beans in Portland
- local coffee roasters in Portland that ship
- best espresso beans from a Portland roaster
- coffee subscription from a roaster in Portland
- where to buy specialty coffee beans in Portland
- single origin coffee beans in Portland
- coffee roastery in Portland with online ordering
- best coffee gift from a Portland roaster
- which local roaster in Portland do people recommend
What AI finds on boldcoffeeandbooks.com
Its home page, robots.txt and llms.txt, checked on 3 November 2026: what AI assistants read first.
- Store details in structured dataNo Organization or LocalBusiness data on the home page: AI has to guess who and where the store is.
- Products in structured dataNo Product data on the home page: AI cannot see what the store sells or for how much.
- Ratings in structured dataNo rating or review data: AI leans on other sites to judge the store.
- Open to AI assistantsrobots.txt lets the AI crawlers in.
- llms.txtNo llms.txt: no short summary written for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Nossa Familia Coffee5 of 30 · ★ 4.8 · 286 reviews
- Trailhead Coffee Roasters5 of 30 · ★ 4.7 · 121 reviews
- Spella Caffè6 of 30 · ★ 5.0 · 202 reviews
Nearby, in 97205
Other coffee roasters with the same ZIP code.
- Spella Caffè6 of 30 AI answers
- Case Study Coffee Roasters0 of 30 AI answers
- Behind The Museum Cafe0 of 30 AI answers
- Never Coffee0 of 30 AI answers
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