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Panera

Latest four-week snapshot through 2026-07-30 · 1 wave. Use the controls above to change the window.

4%share of voice · 3 of 72 recommendation answers
0%named first in recommendation answers
67%positive tone · 4 of 6 coded mentions

Soup · 1 wave · n=72 answers, pooled

By assistant

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

assistantshare of voiceanswers
ChatGPT0%0 of 24
Claude13%3 of 24
Gemini0%0 of 24

Share of recommendations over time

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

waveshare of voiceanswerschange
2026-07-304%3 of 72

What they call it

Recurring descriptions in the assistants' own words, grouped by theme.

In their words

6 exact quoted mentions in this snapshot, grouped by coded tone.

What they recommend

“Refrigerated/fresh soups (like from Trader Joe's or Panera) often taste fresher but have shorter shelf life”
Claude · 2026-07-30 · Soup
“Refrigerated/fresh soups (Panera, Trader Joe's, or grocery deli sections) – Often taste closer to homemade and heat up fast.”
Claude · 2026-07-30 · Soup
“Pre-made refrigerated soups (like Whole Foods, Trader Joe's, or Panera to-go soups) – Often taste fresher than canned and just need microwaving.”
Claude · 2026-07-30 · Soup
“Their "You Pick Two" combo can sometimes be a better value than ordering items separately.”
Claude · 2026-07-30 · Soup

Where they hedge

“Panera is worth it if you want a quick, relatively lighter café-style meal, a comfortable place to sit/work, or particular favorites like soup, salads, bread, and sandwiches. It's generally more expensive than its portion sizes justify when”
ChatGPT · 2026-07-30 · Soup
“Panera is worth it if you want a quick, relatively lighter café-style meal and you're getting a deal. It's usually **not** worth it for a full-price sandwich, salad, drink, and pastry; the total can climb quickly and portions may feel modes”
ChatGPT · 2026-07-30 · Soup

The substitution map

Which competitors assistants suggest when shoppers ask for something cheaper.

Panera suggested as the cheaper alternative to
  • panera bread ×1

Where this comes from

0 of 6 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions

Where they send you

Stores and sites assistants name as places to buy this brand.

retailermentions
Panera (direct)1
panerabread1

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.