Heat Sinks
No buyer-search keyword sample has been scored against AI’s description of this category yet.
These are the brands AI most associates with this electronics category.
The ranking
Share is each brand’s portion of AI’s total mentions for this category. Mention counts are cumulative across the consensus panel and tracking weeks. Not normalized for panel turnover or model outages — cross-category comparisons require the evidence layer.
Threshold rule, panel breadth, observed week, and the per-brand statistics behind each row — plus the reality checks (vantage alignment, supply geography, buyer vocabulary) that tell you whether AI’s rank for Heat Sinks holds up off-screen.
Open the evidence layer →Five vantages on this category
How AI talks about Heat Sinks, compared to how OEMs describe it on their own product pages, how buyers search for it, how distributors bucket it, and how aggregators classify it in their taxonomies. Each of those five viewpoints is a vantage. The cosine between each pair of vantages tells you whose vocabulary tracks whose — 1.0 means identical wording, near 0 means they don’t share a vocabulary at all.
AI consensus and OEM self-description use the most-different vocabulary for this category — cosine 0.93.
- heat shrink tubingw 13%
- heat sinksw 10%
- heatsinksw 3%
- bonded fin heat sinksw 2%
- led heat sinksw 2%
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How manufacturers describe this category on their own product pages.
- heat sinksw 30% · vol 36,200
- aluminum heat sinkw 4% · vol 5,400
- aluminum heatsinksw 4% · vol 5,400
- alu heatsinkw 4% · vol 5,400
- best cpu heatsinkw 4% · vol 4,400
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How electronic distributors bucket this category in their product hierarchies.
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How parts aggregators (Octopart, FindChips) classify this category in their taxonomies.
w = weight within this vantage’s vocabulary · n = source observations contributing to this vantage · vol = monthly buyer-search volume (DataForSEO, where applicable)
Lower triangle only — matrix is symmetric. Diagonal omitted (self-cosine = 1.0).
| AI | OEM | Buy | Dist | Agg | |
|---|---|---|---|---|---|
| AI | — | · | · | · | · |
| OEM | — | · | · | · | |
| Buy | 0.95 | — | · | · | |
| Dist | — | · | |||
| Agg | — |
See OEM-self, distributor, and aggregator vocabularies for Heat Sinks — plus the full 10-cosine distance matrix and where your brand sits inside the divergence.