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Consumer Reports

Latest three-month snapshot through 2026-07-29 · 1 wave. Use the controls above to change the window.

2%share of voice · 1 of 54 recommendation answers
0%named first in recommendation answers
0%positive tone · 0 of 7 coded mentions

Coffee Makers · 1 wave · n=54 answers, pooled

By model

How often each model brings the brand up in recommendation answers.

modelshare of voiceanswers
ChatGPT0%0 of 18
Claude6%1 of 18
Gemini0%0 of 18

Share of recommendations over time

Wave-by-wave share of recommendation answers that named this brand.

waveshare of voiceanswerschange
2026-07-292%1 of 54

In their words

7 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.

Where they hedge

“Consumer Reports recommending it as one of their top budget picks”
Claude · 2026-07-29 · Coffee Makers
“Consumer Reports lab tests on multiple Mr. Coffee models”
Claude · 2026-07-29 · Coffee Makers
“Pods cost more per cup than ground or whole-bean coffee; Consumer Reports likewise notes pod machines cost more to run than other brewing types.”
ChatGPT · 2026-07-29 · Coffee Makers
“Reputable product-testing outlets like Wirecutter, Consumer Reports, and Good Housekeeping routinely name Hamilton Beach products as their top "Budget" or "Value" picks.”
Gemini · 2026-07-29 · Coffee Makers
“Consumer Reports' 2026 buying guide puts some Cuisinart toaster ovens in the midrange rather than at the very top of their category.”
ChatGPT · 2026-07-29 · Coffee Makers

The substitution map

Which competitors models suggest when shoppers ask for something cheaper.

Consumer Reports suggested as the cheaper alternative to
  • mr. coffee ×1

Where this comes from

1 of 7 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions
hamiltonbeach.com1
reddit.com1

Method: fixed shopper questions asked repeatedly to Claude, OpenAI GPT and Gemini with web search on. Shares are the percentage of recommendation answers mentioning the brand. Quotes are AI outputs; full transcripts are kept as receipts.