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llms.txt GeneratorMicrowaves, ranked by AI.
Which microwave brands does AI name first? Trakkr scores brands by where they land in buyer answers. LG leads 18 ranked brands today.
- Updated
- 28 October 2026
- Sample
- 43 mentions, 18 brands
- Leader
- LG, 64.0
- Held back
- 1 brand outside this category
Standings
28 October 2026 · latest daily observation
| Rank | Brand | Score | Mentions | Avg. place | Mention share |
|---|---|---|---|---|---|
| 1 | 64.0 | 2 | 3.0 | 4.7% | |
| 2 | 64.0 | 2 | 3.0 | 4.7% | |
| 3 | 53.8 | 6 | 3.7 | 14.0% | |
| 4 | 47.3 | 8 | 4.1 | 18.6% | |
| 5 | 42.3 | 2 | 4.5 | 4.7% | |
| 6 | 36.0 | 3 | 5.0 | 7.0% | |
| 7 | 36.0 | 1 | 5.0 | 2.3% | |
| 8 | 32.1 | 3 | 5.3 | 7.0% | |
| 9 | 25.0 | 1 | 6.0 | 2.3% | |
| 10 | 25.0 | 3 | 6.0 | 7.0% | |
| 11 | 20.3 | 4 | 6.5 | 9.3% | |
| 12 | 16.0 | 1 | 7.0 | 2.3% | |
| 13 | 16.0 | 1 | 7.0 | 2.3% | |
| 14 | 9.0 | 1 | 8.0 | 2.3% | |
| 15 | 9.0 | 2 | 8.0 | 4.7% | |
| 16 | 4.0 | 1 | 9.0 | 2.3% | |
| 17 | 4.0 | 1 | 9.0 | 2.3% | |
| 18 | 1.0 | 1 | 10.0 | 2.3% |
1 brand named once, outside this category’s main sectors, is held back and not numbered. Weekly history starts once we have comparable editions. Scores describe observed visibility, not market share or product quality. The CSV follows your filters; the source JSON is the complete feed.
How places become points.
Trakkr groups observed AI answers by category, counts brand appearances, and ranks brands using the source feed’s 0–100 visibility score. The score reflects frequency and prominence; raw mentions and average position are shown beside it.
- Models the source names
- ChatGPT, Claude, Gemini, Perplexity
- Mention share
- A brand’s observed mentions divided by all of today’s category mentions. It differs from the visibility score.
- What the feed leaves out
- The question list, the answers, a per-model split and citations. No category movement is inferred.
- LG, Toshiba 3.0
- Samsung 3.7
- Panasonic 4.1
- LG NeoChef 4.5
- Whirlpool, Galanz 5.0
- Sharp 5.3
- KitchenAid, Breville 6.0
- BLACK+DECKER 6.5
- GE 7.0
- Two brands average 3rd or better in today’s answers.
No edition goes out until it passes nine checks.
- FreshData under 72 hours old.
- Enough mentionsAt least 30 in the day’s answers.
- Enough brandsAt least 10 ranked.
- Category fitA brand named only once must sit in a sector with at least 10% of the category’s mentions.
- Unique rowsNo repeated brands or ranks.
- Valid scoresEvery score from 0 to 100.
- Real namesNo blank or placeholder brands.
- Method on the pageCategory, sample and date shown.
- Search markup lastAdded only once all checks pass.
Today’s edition passed every check.
Questions, answered.
The ones we hear most about the microwaves ranking.
Trakkr records the brands each observed AI answer names in a category, and where each one lands. The source feed turns how often and how early a brand appears into a 0 to 100 visibility score. Raw mentions and average place sit beside the score in every row, so you can check it.
The Agent answers from our docs, methods and pricing, and links to the source.
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