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Consumer Reports

Latest four-week 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 assistant

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

assistantshare 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.

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
“Consumer Reports rates coffee makers from basic drip models priced as low as $18 up to high-end machines costing hundreds”
Claude · 2026-07-29 · Coffee Makers
“Consumer Reports notes the Nespresso Vertuo line earns very good scores”
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

The substitution map

Which competitors assistants 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.