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Dollar General

Latest three-month snapshot through 2026-07-23 · 1 wave. Use the controls above to change the window.

1%share of voice · 1 of 120 recommendation answers
0%named first in recommendation answers
67%positive tone · 2 of 3 coded mentions

Toothpaste · 1 wave · n=120 answers, pooled

By model

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

modelshare of voiceanswers
ChatGPT0%0 of 40
Claude0%0 of 40
Gemini3%1 of 40

Share of recommendations over time

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

waveshare of voiceanswerschange
2026-07-231%1 of 120

What they call it

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

In their words

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

What they recommend

“Dollar Tree, Dollar General, and Family Dollar routinely carry brand-name Colgate, Crest, and Pepsodent.”
Gemini · 2026-07-23 · Toothpaste
“Dollar General has both national and private-label health/beauty lines”
ChatGPT · 2026-07-23 · Toothpaste

Where they hedge

“potentially lower upfront cost for small quantities, though often *not* cheaper per ounce, sheet, or count”
ChatGPT · 2026-07-23 · Toothpaste

The substitution map

Which competitors models suggest when shoppers ask for something cheaper.

Dollar General suggested as the cheaper alternative to
  • up & up ×1

Where this comes from

1 of 3 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions
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.