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Bobo's Oat Bars

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

6%share of voice · 4 of 72 recommendation answers
0%named first in recommendation answers
67%positive tone · 4 of 6 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
Claude4%1 of 24
Gemini13%3 of 24

Share of recommendations over time

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

waveshare of voiceanswerschange
2026-07-306%4 of 72

What they call it

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

In their words

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

What they recommend

“If you struggle to eat dense, dry energy bars when you're tired. Bobo's are soft-baked and incredibly comforting on a trail.”
Gemini · 2026-07-30 · Granola Bars
“If you want a traditional, home-style oat "granola" bar, Bobo's is the gold standard. They are essentially dense, baked oatmeal squares.”
Gemini · 2026-07-30 · Granola Bars
“These coconut oat bars are gluten-free and packed with coconut flavor, with a full bar delivering 360 calories (acting as a meal replacement) while keeping sugar to just 8 grams”
Claude · 2026-07-30 · Granola Bars
“They have the texture of a moist, dense, home-baked oatmeal cookie. They are incredibly filling, highly digestible, and don't crumble easily in your pack. They are also naturally gluten-free and vegan.”
Gemini · 2026-07-30 · Granola Bars

Where they hedge

“competitors like Honey Mama's, Clio Snacks and Bobo's Oat Bars exist, though these tend to be premium-priced rather than cheaper”
Claude · 2026-07-30 · Granola Bars
“Sunbelt Bakery's broader competitor set includes Honey Mama's, Clio Snacks, and Bobo's Oat Bars — these tend to be priced similarly or higher”
Claude · 2026-07-30 · Granola Bars

The substitution map

Which competitors models suggest when shoppers ask for something cheaper.

Bobo's Oat Bars suggested as the cheaper alternative to
  • sunbelt bakery ×2

Where this comes from

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

cited sourcementions

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.