AI Memory Verdict · OEM lens · 2026-W19
Everyone agrees + deep supply → healthy
HOLDDEFENDAI ≈ OEM language· cos 0.80partial · missing DIST/AGG
▸ Panel signature · what AI saw, what we compared against
AI: 8 textsOEM: 1DIST: 0AGG: 0SEARCH: 10
cohort disagreement: 22.1%
1024-dimensional centroid embeddings · all numbers reproducible from methodology
OEM action: AI hears you correctly · keep marketing investment intact.
rf-transceivers· level 2· tier A· leaf· 2,334 SKUs measured· 77 observations · 3 vantagesavailable
Where you rank in RF Transceivers
13 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=9
semtech.com
AI ≈ OEM
#2n=4
renesas.com
AI ≈ OEM
#2n=4
silabs.com
AI ≈ OEM
AI ≈ OEM
13 brandsAI talks about these brands in OEM-side terms.slug cos 0.80
- #4ti.comn=32/4 vantages
- #2renesas.comn=42/4 vantages
- #4skyworksinc.comn=32/4 vantages
- #7microchip.comn=22/4 vantages
- #4nxp.comn=32/4 vantages
- #2silabs.comn=42/4 vantages
AI ≈ DIST
0 brandsAI talks about these brands in distributor-catalog terms.
No brand AI-anchored to this frame for this category.
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 — RF Transceivers
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
cc11011.0KHIGH
ad9361s720MEDIUM
cc1101 module390HIGH
rf transceivers320LOW
rf-transceivers320LOW
adrv9009210MEDIUM
cc2500170MEDIUM
hf receiver170HIGH
ad9371110LOW
hackrf one sdr transceiver90LOW
What you unlock
RF Transceivers — paid-tier surface
◧40 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.
◳11 manufacturing facilities · 9 brands · 6 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 rf-transceivers data layer.
Sign inPublic preview · counts only · no brand names, scores, or specific facility data shown
New surface · paid tier
See RF Transceivers as a physics field.
Each of the 40 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.