Data as of Aug 25, 2026 · Based on 1,378 AI responses · See how Parse measures this
Baking Ingredients and Tools
Parse
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King Arthur Baking Company leads, named in 25% of answers, ahead of at 21% and at 21%.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Consistently ranked as the best all-purpose flour for its reliability and versatility. | 25% | |
| 2 | The classic, durable, and top-rated choice for all-around baking sheets. | 21% | |
| 3 | A top choice for specialty, organic, and artisan bread flours. | 21% | |
| 4 | 20% | ||
| 5 | 20% | ||
| 6 | A leading and reliable choice for consistent granulated and brown cane sugars. | 19% | |
| 7 | Praised for durable, commercial-grade nonstick baking sheets with easy cleanup. | 17% | |
| 8 | Cited for its soft wheat flour, ideal for light and fluffy biscuits. | 15% | |
| 9 | 14% | ||
| 10 | A premium, non-toxic ceramic-coated baking sheet option. | 14% | |
| 11 | 12% | ||
| 12 | Named America's best bagel after winning the 2025 | 11% | |
| 13 | 10% | ||
| 14 | 9% | ||
| 15 | 9% | ||
| 16 | 7% | ||
| 17 | 7% | ||
| 18 | 7% | ||
| 19 | 7% | ||
| 20 | 7% | ||
| 21 | 6% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 6% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
youtube.com is the page AI reaches for most here, cited in 43% of analyzed answers.
Rose from #13 to #1 in overall niche mentions between Oct 2025 and Mar 2026.
Emerged in late 2025 to dominate "best bagel" conversations after winning a national award.
Was the top-cited bagel in Oct 2025 but quickly became a secondary, 'convenience' option.
“Framed as the 'Best Overall' supermarket bagel in Oct 2025.” → “Repositioned as a 'grocery store' or 'convenience' option subordinate to artisan brands.”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 26% | 29% | ||
| 25% | 22% | ||
| 24% | 22% | ||
| 22% | 20% | ||
| 22% | 20% |
The two models disagree most about Wholesome Sweeteners (ChatGPT #21, Google #6).
Across 1,378 AI responses, King Arthur Baking Company is mentioned most, named in 25% of them, followed by Nordic Ware (21%) and Bob's Red Mill (21%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,378 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
King Arthur Baking Company has risen to become the top-cited brand for baking ingredients, solidifying its position as AI’s go-to for quality flour. Across the market, a key pattern emerged as AI assistants began highlighting regional winners, such as Dallas's
Starship Bagel, as national champions in their respective categories.
Answers consistently feature a tight group of top brands, with King Arthur Baking Company and
Bob's Red Mill almost always cited for quality and versatility.
Gold Medal Flour is frequently mentioned as a reliable budget-friendly option. Over time,
solidified its position as the most frequently recommended brand by both platforms.
What is the best brand of flour?
Answers consistently feature a tight group of top brands, with King Arthur Baking Company and
Bob's Red Mill almost always cited for quality and versatility.
Gold Medal Flour is frequently mentioned as a reliable budget-friendly option. Over time, solidified its position as the most frequently recommended brand by both platforms.
AI responses consistently recommend Domino Sugar and as the top brands for standard granulated cane sugar. Mentions of organic and less-processed alternatives like and have also been frequent throughout the period. The core recommendations have remained stable across both platforms.
Brands mentioned
Brands mentioned
What is the best brand of sugar?
AI responses consistently recommend Domino Sugar and
C&H Sugar as the top brands for standard granulated cane sugar. Mentions of organic and less-processed alternatives like
Wholesome Sweeteners and
Florida Crystals have also been frequent throughout the period. The core recommendations have remained stable across both platforms.
The market map
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