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Millville

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

7%share of voice · 5 of 72 recommendation answers
3%named first in recommendation answers
97%positive tone · 30 of 31 coded mentions

Granola Bars · 1 wave · n=72 answers, pooled

By model

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

modelshare of voiceanswers
ChatGPT0%0 of 24
Claude0%0 of 24
Gemini21%5 of 24

Share of recommendations over time

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

waveshare of voiceanswerschange
2026-07-307%5 of 72

What they call it

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

In their words

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

What they recommend

“**Chewy Granola Bars:** Often priced between **$1.49 and $1.89 for a 10-count box** of variety packs (Chocolate Chip, S'mores, Peanut Butter). This comes out to an incredibly low **15¢ to 19¢ per bar**.”
Gemini · 2026-07-30 · Granola Bars
“**Millville (ALDI)** — good equivalent for both styles: **18-count chewy bars for about $3.15** (~18¢ each), or crunchy oat bars around **$2.25 for 6 twin packs**.”
ChatGPT · 2026-07-30 · Granola Bars
“Look for brands such as **Clancy's, Baker's Corner, Happy Harvest, Dakota's Pride, and Millville**.”
ChatGPT · 2026-07-30 · Granola Bars
“If you want similar soft, chewy, chocolate-chip or peanut-butter-flavored granola bars, ALDI's private label *Millville* is nearly half the price of Sunbelt. They use whole grain rolled oats, and their chewy texture is highly comparable to ”
Gemini · 2026-07-30 · Granola Bars
“**Aldi's** oat products (e.g., Millville brand) – often significantly cheaper”
Claude · 2026-07-30 · Granola Bars

Where they hedge

“Millville bars are incredibly cheap (usually under $2.50 to $3 for a box of 6 to 12). The texture of the Millville Crunchy bars can occasionally be slightly harder or more tightly compressed than Nature Valley, but the flavor profiles are a”
Gemini · 2026-07-30 · Granola Bars

The substitution map

Which competitors models suggest when shoppers ask for something cheaper.

Millville suggested as the cheaper alternative to
  • quaker ×8
  • nature valley ×6
  • great value ×6
  • sunbelt bakery ×4

Where this comes from

14 of 31 mentions appear alongside an identifiable web citation. Citation does not establish causation.

cited sourcementions
youtube.com5
aldireviewer.com3
thekitchn.com2
momadvice.com1
theleangreenbean.com1
prospre.io1
hotelthechamps.com1
doordash.com1
yoshon.com1
instacart.tools1
leahingram.com1
thecooldown.com1

Where they send you

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

retailermentions
Aldi21
ALDI2
Aldi's1

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.