AI Memory Verdict · Aggregator lens · 2026-W19
Everyone agrees + deep supply → healthy
HOLDSTABLEAI ≈ distributor language· cos 0.95partial · missing AGG
▸ Panel signature · what AI saw, what we compared against
AI: 8 textsOEM: 2DIST: 1AGG: 0SEARCH: 10
cohort disagreement: 25.5%
1024-dimensional centroid embeddings · all numbers reproducible from methodology
Aggregator action: category vocabulary consolidating · default surface OK.
film-capacitors· level 2· tier C· leaf· 1,349,985 SKUs measured· 79 observations · 4 vantagesavailable
Where you rank in Film Capacitors
12 brands · 2026-W19For each brand AI associates with this category, we record the rank (by AI-claim count) and which reference frame AI uses when talking about the brand. When the brand ahead of you appears in a different column than your marketing speaks, that's the campaign brief.
Category leaderboard · top 3
#1n=10
kyocera-avx.com
AI ≈ DIST
#1n=10
nichicon.com
AI ≈ DIST
#3n=7
yageo.com
AI ≈ DIST
AI ≈ OEM
0 brandsAI talks about these brands in OEM-side terms.
No brand AI-anchored to this frame for this category.
AI ≈ DIST
12 brandsAI talks about these brands in distributor-catalog terms.slug cos 0.95
- #5vishay.comn=63/4 vantages
- #1kyocera-avx.comn=102/4 vantages
- #3yageo.comn=73/4 vantages
- #6panasonic.comn=33/4 vantages
- #7schaffner.comn=32/4 vantages
- #7vicor.comn=32/4 vantages
AI ≈ AGG
0 brandsAI talks about these brands in aggregator-discovery terms.
No brand AI-anchored to this frame for this category.
AI ≈ SEARCH
0 brandsAI talks about these brands in buyer-search terms.
No brand AI-anchored to this frame for this category.
rank = AI-claim count desc within the category · top 6 brands per reference frame · week 2026-W19
Buyer-search vocabulary · week 2026-W19
source · Google Keyword Planner data
What buyers actually search for — Film Capacitors
AI's vocabulary for this category does not currently match buyer-search. These are the buyer queries — the language AI is not yet echoing.
buyer querymonthly searchescompetition
film capacitors1.3KMEDIUM
film-capacitors1.3KMEDIUM
metallized polypropylene film capacitor390LOW
metalized polypropylene film capacitor390LOW
metallised polypropylene film capacitors390LOW
polypropylene capacitor260HIGH
mylar capacitor260MEDIUM
polyester capacitor210LOW
polypropylene film capacitor210MEDIUM
capacitor polypropylene film210MEDIUM
What you unlock
Film Capacitors — paid-tier surface
◧29 brands competing here
Per-brand convergence scores, vantage coverage, full sourcing-card drill-down per brand.
◨7 brand category peers identified
Qwen-grounded peers with rationale, confidence, and verify_targets per peer.
◳124 manufacturing facilities · 68 brands · 16 countries
Geographic concentration, top brands by facility count, facility-type mix, supply-risk story.
◤Live week-over-week trajectory
Fragmentation direction, channel-pull attribution, drift narratives.
Anonymous visitors and crawlers see this preview. Sign in or subscribe to unlock the film-capacitors data layer.
Sign inPublic preview · counts only · no brand names, scores, or specific facility data shown
New surface · paid tier
See Film Capacitors as a physics field.
Each of the 29 brands competing here becomes a particle, pulled toward the vantages that observed it. The shape of the cloud is the shape of fragmentation.
substrate · 21 weeks · 26.4M AI observations · 35,746 brands · 2025-W51 → 2026-W20
this page · 2026-W19 · numbers reproducible from our weekly substrate (methodology)
per-(brand × vantage × form) aggregation, top-form share within (brand × vantage) cells; divergence classified at category level using a 1024-dimensional embedding centroid.