AI panel Core AI Index·observed week 2026-W28

Every electronics category AI ranks.

CategoryRank shows where your brand appears in AI category memory — and whether AI describes you in the same language buyers use.

230 categories·36 contested·1,648 brands·most contested →·Brand families →
ⓘ how to read this index
count
beside each row — brands AI consistently associates with that category
red
most-contested — largest field of brands competing (top 15% by count)
Family
parent row — count rolls up child categories
thin signal
AI does not yet form a stable field at this depth — see parent
AI ≠ buyer search
under 30% of Google searches for the category match AI’s vocabulary — open the row to compare both. Full rules in methodology.
240 categories·36 contested·1,648 brands

Power Supplies

1 category·396 brand-category appearances
Power Supplies
396brandsAI ≠ buyer search

LED Drivers

1 category·304 brand-category appearances
LED Drivers
304brands

Display Drivers

1 category·159 brand-category appearances
Display Drivers
159brands

Motor Control ICs

1 category·133 brand-category appearances
Motor Control ICs
133brandsAI ≠ buyer search

Voltage References

1 category·130 brand-category appearances
Voltage References
130brands
Beyond the components map

Adjacent categories.

These KIM families exist in the ontology and AI does rank brands within them — but they are not electronics-component categories. Systems-level integrations and software-adjacent verticals are rendered for substrate completeness, outside the primary scope of the components map above.

Industrial Automation

scope · systems
5 categories·1,001 brand-category appearances
Industrial Automation
844brandsFamily
Contactors
45brandsAI ≠ buyer search
Industrial Power
55brandsAI ≠ buyer search
Network And Communication
33brandsAI ≠ buyer search
Panel Meters
106brands

Automotive Electronics

scope · systems
1 category·484 brand-category appearances
Automotive Electronics
484brands

Data Acquisition

scope · systems
3 categories·463 brand-category appearances
Data Acquisition
350brandsFamily
ADC
241brands
DAC
8brandsAI ≠ buyer search

IoT Solutions

scope · software
1 category·343 brand-category appearances
IOT Solutions
343brands
How the map is made

Each row counts the brands a multi-LLM consensus panel consistently associates with that category. A brand qualifies when at least 2 of the 4 Core vendors (OpenAI / Google / Anthropic / Perplexity) reinforce it across at least 8 weeks at average saliency ≥ 60 / 100.

Evidence base

Substrate: cr_per_kim_slug_competing_set_core_ai_index_aliasmap_v3_layer2 · week 2026-W28 · 1,648 brands across 240 categories (1,664 in the producer artifact; 16 noise-classified entities not displayed). Identity normalized via verified successor map + aliasmap_v3. Figures reproducible from methodology.

What this is not

This is the public category map. It is not an SEO product, a recommendation engine, or an optimization service. It renders what AI says. The evidence layer — per-brand vantage alignment, supply geography, and buyer vocabulary — opens with a subscription.