Licensing / co-brand · Los Angeles Dodgers → target #8 of 8
Lululemon
Premium athletic apparel brand for active individuals, positioned at the intersection of technical performance and everyday comfort.
Founded 1998 · Parent: Lululemon Athletica Inc. · Competes with Nike, Alo Yoga, Athleta, Gymshark · Partnerships: Team Canada Olympic Committee
Corporate details are Qloo entity data.
Why this verdict
F 60.6 < 62 and unmitigated red flag(s): DEMOGRAPHIC_MISMATCH.
- DEMOGRAPHIC_MISMATCH: m4 < 0.35 (observed m4 0.23)
Scores, flags and verdicts are computed in code. The agents can only argue with the ledger; they never set the score.
Six audience metrics
Bar = this target; tick = shortlist average.
How F is built
Points each metric adds (weights for Licensing / co-brand, renormalised over what Qloo could measure).
| Metric | Weight | Points |
|---|---|---|
| Two-way audience affinity | 0.35 | 28.0 |
| Taste-profile overlap | 0.10 | 1.8 |
| Cross-domain agreement | 0.20 | 16.9 |
| Demographic alignment | 0.10 | 2.4 |
| Geographic footprint | 0.20 | 11.5 |
| Momentum | not measured | – |
| F | 60.6 |
Qloo explainability: the buyer-side signals driving the forward affinity are Los Angeles Dodgers (1.00).
Where the audiences meet, across culture
The buyer audience’s top titles in each domain, ranked by how strongly Lululemon’s audience embraces them.
Taste profile overlap
18 of 82 top taste tags shared.
Hip Hop, Tortillas, mexican american, rap, african american
Salad, Self Help, Restaurant, best friend, Steak
Audience shape
Relative over-index (+) or under-index (−) of each aggregate audience, from Qloo. Not individual data.
Momentum
Qloo has no trending history for the 12 weeks to 2026-10-24.
Footprint overlap for distribution
Minneapolis, Louisville, Columbus, Kansas City, Memphis, Cincinnati
Boise, Anchorage, Tucson, Albuquerque, Oklahoma City
Bull vs bear
No debate on this run.Provenance: 26 Qloo calls behind this target
Requests as sent (the API key travels in a header and is never logged). Responses are cached privately on the server.
| Purpose | Endpoint | Status | Result | Source |
|---|---|---|---|---|
| /v2/insights | ok | 25 of 25 candidates scored | cache | |
| /v2/insights | ok | 25 profile(s) | cache | |
| /v2/insights | ok | 50 taste tag(s) | cache | |
| /v2/insights | ok | 25 recommended podcast(s) | cache | |
| /v2/insights | ok | demographics for 9 of 9 entities | cache | |
| /v2/insights | ok | 25 recommended tv_show(s) | cache | |
| /v2/insights | ok | 25 recommended artist(s) | cache | |
| /v2/insights | ok | 25 recommended movie(s) | cache | |
| /v2/insights | ok | 7800 heatmap cell(s) in United States | cache | |
| /v2/trending | empty | 0 trend point(s) | live 228 ms | |
| /v2/trending | empty | 0 trend point(s) | live 228 ms | |
| /v2/trending | empty | 0 trend point(s) | live 229 ms | |
| /v2/trending | empty | 0 trend point(s) | live 230 ms | |
| /v2/trending | empty | 0 trend point(s) | live 328 ms | |
| /v2/trending | empty | 0 trend point(s) | live 347 ms | |
| /v2/trending | empty | 0 trend point(s) | live 359 ms | |
| /v2/trending | empty | 0 trend point(s) | live 361 ms | |
| /v2/trending | empty | 0 trend point(s) | live 447 ms | |
| /v2/insights | ok | 50 taste tag(s) | cache | |
| /v2/insights | ok | 1 of 1 candidates scored | cache | |
| /v2/insights | ok | 25 of 25 candidates scored | cache | |
| /v2/insights | ok | 25 of 25 candidates scored | cache | |
| /v2/insights | ok | 25 of 25 candidates scored | cache | |
| /v2/analysis/compare | ok | 0 shared catalogue tag(s) | cache | |
| /v2/insights | ok | 25 of 25 candidates scored | cache | |
| /v2/insights | ok | 10474 heatmap cell(s) in United States | cache |
Evidence rows (what bull, bear and the judge see)
[
{
"id": "t8-flags",
"label": "Red flags (code rules)",
"data": {
"flags": [
{
"m4": 0.2263827208148737,
"flag": "DEMOGRAPHIC_MISMATCH",
"rule": "m4 < 0.35"
}
]
},
"shortlistAverages": {}
},
{
"id": "t8-m1",
"label": "m1 Two-way audience affinity",
"data": {
"a": 0.761058580989631,
"b": 0.761058580989631,
"ratio": 1,
"value": 0.7610585809896309,
"reverse": [
{
"id": "9B8B279C-B777-4293-8121-B8174970B57D",
"name": "Los Angeles Dodgers",
"affinity": 0.761058580989631
}
],
"coverage": 1
},
"shortlistAverages": {
"a": 0.8058428397073507,
"b": 0.8058428397073507,
"ratio": 1,
"value": 0.8058428397073506
}
},
{
"id": "t8-m2",
"label": "m2 Taste-profile overlap",
"data": {
"value": 0.17241379310344832,
"shared": [
{
"id": "urn:tag:keyword:media:friendship",
"name": "friendship",
"subtype": "urn:tag:keyword:media"
},
{
"id": "urn:tag:keyword:media:friend",
"name": "friend",
"subtype": "urn:tag:keyword:media"
},
{
"id": "urn:tag:keyword:media:family_relationships",
"name": "family relationships",
"subtype": "urn:tag:keyword:media"
},
{
"id": "urn:tag:genre:place:restaurant:european",
"name": "European",
"subtype": "urn:tag:genre:place"
},
{
"id": "urn:tag:keyword:media:female_protagonist",
"name": "female protagonist",
"subtype": "urn:tag:keyword:media"
},
{
"id": "urn:tag:keyword:media:teenage_boy",
"name": "teenage boy",
"subtype": "urn:tag:keyword:media"
},
{
"id": "urn:tag:genre:music:rock",
"name": "rock",
"subtype": "urn:tag:genre:music"
},
{
"id": "urn:tag:keyword:media:teenager",
"name": "teenager",
"subtype": "urn:tag:keyword:media"
}
],
"coverage": 1,
"buyerOnly": [
{
"id": "urn:tag:genre:music:hip_hop",
"name": "Hip Hop",
"subtype": "urn:tag:genre:music"
},
{
"id": "urn:tag:specialty_dish:place:tortillas",
"name": "Tortillas",
"subtype": "urn:tag:specialty_dish:place"
},
{
"id": "urn:tag:keyword:media:mexican_american",
"name": "mexican american",
"subtype": "urn:tag:keyword:media"
},
{
"id": "urn:tag:genre:music:rap",
"name": "rap",
"subtype": "urn:tag:genre:music"
},
{
"id": "urn:tag:keyword:media:african_american",
"name": "african american",
"subtype": "urn:tag:keyword:media"
}
],
"targetOnly": [
{
"id": "urn:tag:specialty_dish:place:salad",
"name": "Salad",
"subtype": "urn:tag:specialty_dish:place"
},
{
"id": "urn:tag:genre:media:self_help",
"name": "Self Help",
"subtype": "urn:tag:genre:media"
},
{
"id": "urn:tag:genre:place:restaurant",
"name": "Restaurant",
"subtype": "urn:tag:genre:place"
},
{
"id": "urn:tag:keyword:media:best_friend",
"name": "best friend",
"subtype": "urn:tag:keyword:media"
},
{
"id": "urn:tag:specialty_dish:place:steak",
"name": "Steak",
"subtype": "urn:tag:specialty_dish:place"
}
],
"unionCount": 82,
"sharedCount": 18,
"buyerTop20MissingShare": 0.55
},
"shortlistAverages": {
"value": 0.26208447790247186,
"sharedCount": 21.75,
"buyerTop20MissingShare": 0.475
}
},
{
"id": "t8-m3",
"label": "m3 Cross-domain agreement",
"data": {
"value": 0.8028107007995859,
"domains": [
{
"type": "urn:entity:artist",
"clash": [
{
"name": "UGK",
"affinity": 0.760592301311241
},
{
"name": "Swishahouse",
"affinity": 0.7728832135448468
},
{
"name": "Freddie Gibbs",
"affinity": 0.7804099774338704
}
],
"label": "Music",
"score": 0.8095783050068048,
"shared": [
{
"name": "Meek Mill",
"affinity": 0.8400814649639254
},
{
"name": "Berner",
"affinity": 0.8350629475421727
},
{
"name": "Problem",
"affinity": 0.8322438445805976
}
],
"expected": 25,
"returned": 25
},
{
"type": "urn:entity:tv_show",
"clash": [
{
"name": "Trailer Park Boys",
"affinity": 0.8391600841938527
},
{
"name": "Eastbound & Down",
"affinity": 0.8489704547820758
},
{
"name": "It's Always Sunny in Philadelphia",
"affinity": 0.8534870978023952
}
],
"label": "TV",
"score": 0.8796312152380669,
"shared": [
{
"name": "Men of a Certain Age",
"affinity": 0.9053135998287022
},
{
"name": "Brockmire",
"affinity": 0.9040059203587596
},
{
"name": "Burning Love",
"affinity": 0.8976486779190948
}
],
"expected": 25,
"returned": 25
},
{
"type": "urn:entity:movie",
"clash": [
{
"name": "Varsity Blues",
"affinity": 0.7460865728847489
},
{
"name": "Major League II",
"affinity": 0.747916816428722
},
{
"name": "Draft Day",
"affinity": 0.7659794400391761
}
],
"label": "Film",
"score": 0.7932612515440417,
"shared": [
{
"name": "Moneyball",
"affinity": 0.8347803996401741
},
{
"name": "Coach Carter",
"affinity": 0.8288766038067786
},
{
"name": "Greater",
"affinity": 0.8230322476243012
}
],
"expected": 25,
"returned": 25
},
{
"type": "urn:entity:podcast",
"clash": [
{
"name": "Lee Syatt: What Was I Thinking?",
"affinity": 0.6877972789216595
},
{
"name": "The Church of What's Happening Now: The New Testament",
"affinity": 0.6966835465448443
},
{
"name": "Tom Segura En Español",
"affinity": 0.6983715028717042
}
],
"label": "Podcasts",
"score": 0.7287720314094304,
"shared": [
{
"name": "The Pete and Sebastian Show",
"affinity": 0.7926326373116871
},
{
"name": "TigerBelly",
"affinity": 0.7684256351007466
},
{
"name": "This Past Weekend w/ Theo Von",
"affinity": 0.7677187119611301
}
],
"expected": 25,
"returned": 25
}
],
"coverage": 1
},
"shortlistAverages": {
"value": 0.8441854633559238,
"domains[0].score": 0.8794888506674802,
"domains[1].score": 0.8836269856142132,
"domains[2].score": 0.8086589764417401,
"domains[3].score": 0.804967040700262
}
},
{
"id": "t8-m4",
"label": "m4 Demographic alignment",
"data": {
"buyer": {
"male": 0.21,
"female": -0.21,
"25_to_29": -0.1,
"30_to_34": -0.7000000000000001,
"35_to_44": -0.53,
"45_to_54": 0.22,
"55_and_older": 0.33,
"24_and_younger": 0.36
},
"value": 0.2263827208148737,
"cosine": -0.5472345583702526,
"target": {
"male": -0.58,
"female": 0.58,
"25_to_29": -0.06,
"30_to_34": 0.05,
"35_to_44": 0.22,
"45_to_54": -0.56,
"55_and_older": -0.63,
"24_and_younger": 0.04
},
"coverage": 1,
"biggestGap": {
"buyer": 0.33,
"bucket": "55_and_older",
"target": -0.63
}
},
"shortlistAverages": {
"value": 0.5129090961869054,
"cosine": 0.02581819237381071
}
},
{
"id": "t8-m5",
"label": "m5 Geographic footprint",
"data": {
"value": 0.5442219610534734,
"coverage": 1,
"metroCount": 55,
"whiteSpace": [
{
"lat": 44.9778,
"lon": -93.265,
"buyer": 0.8241633733063134,
"metro": "Minneapolis",
"target": 0.9980653279305846,
"buyerRel": -0.03961269569810533,
"targetRel": 0.13428925892616583
},
{
"lat": 38.2527,
"lon": -85.7585,
"buyer": 0.8065839559632366,
"metro": "Louisville",
"target": 0.989377484527572,
"buyerRel": -0.05332035817189362,
"targetRel": 0.12947317039244177
},
{
"lat": 39.9612,
"lon": -82.9988,
"buyer": 0.7648850999435347,
"metro": "Columbus",
"target": 0.9918795353613543,
"buyerRel": -0.10683239883722706,
"targetRel": 0.12016203658059255
},
{
"lat": 39.0997,
"lon": -94.5786,
"buyer": 0.8635197516977453,
"metro": "Kansas City",
"target": 0.9935465126514098,
"buyerRel": -0.023705731688706377,
"targetRel": 0.10632102926495812
},
{
"lat": 35.1495,
"lon": -90.049,
"buyer": 0.7888971113234295,
"metro": "Memphis",
"target": 0.9790743675972499,
"buyerRel": -0.08388905580876516,
"targetRel": 0.10628820046505516
},
{
"lat": 39.1031,
"lon": -84.512,
"buyer": 0.8392353096278538,
"metro": "Cincinnati",
"target": 0.9938110711037792,
"buyerRel": -0.048978758176842496,
"targetRel": 0.10559700329908295
}
],
"correlation": 0.08844392210694685,
"strongholds": [
{
"lat": 43.615,
"lon": -116.2023,
"buyer": 0.9088359603274305,
"metro": "Boise",
"target": 0.9866631543901055,
"buyerRel": 0.08757333791546484,
"targetRel": 0.16540053197813986
},
{
"lat": 61.2181,
"lon": -149.9003,
"buyer": 0.8499582220228651,
"metro": "Anchorage",
"target": 0.9912790319144479,
"buyerRel": 0.047812276744295,
"targetRel": 0.1891330866358778
},
{
"lat": 32.2226,
"lon": -110.9747,
"buyer": 0.9663896768709499,
"metro": "Tucson",
"target": 0.991801218719036,
"buyerRel": 0.09608621357675451,
"targetRel": 0.12149775542484065
},
{
"lat": 35.0844,
"lon": -106.6504,
"buyer": 0.9706899894380029,
"metro": "Albuquerque",
"target": 0.9857567139862795,
"buyerRel": 0.09551623700885659,
"targetRel": 0.11058296155713321
},
{
"lat": 35.4676,
"lon": -97.5164,
"buyer": 0.9157176737693803,
"metro": "Oklahoma City",
"target": 0.9963034148067628,
"buyerRel": 0.032889662529978936,
"targetRel": 0.11347540356736141
}
],
"whiteSpaceCount": 6,
"relativeToCohort": true
},
"shortlistAverages": {
"value": 0.43391156033354505,
"correlation": -0.13217687933290995
}
},
{
"id": "t8-m6",
"label": "m6 Momentum",
"data": {
"z": null,
"note": "Qloo has no trending history for the 12 weeks to 2026-10-24.",
"value": null,
"priorSd": null,
"coverage": 0,
"priorMean": null,
"normalised": false,
"recentMean": null
},
"shortlistAverages": {}
},
{
"id": "t8-profile",
"label": "Qloo entity profile: Lululemon",
"data": {
"name": "Lululemon",
"drivers": [
{
"name": "Los Angeles Dodgers",
"score": 1
}
],
"ownership": "independent",
"keyMarkets": [
"Canada",
"United States",
"China",
"Australia",
"United Kingdom"
],
"popularity": 0.9955416928005967,
"screenRank": 8,
"foundedYear": 1998,
"priceRangeUsd": [
30,
250
],
"ultimateParent": "Lululemon Athletica Inc.",
"forwardAffinity": 0.761058580989631,
"competitorBrands": [
"Nike",
"Alo Yoga",
"Athleta",
"Gymshark",
"Under Armour"
],
"sharedCategories": [],
"knownPartnerships": [
"Team Canada Olympic Committee"
],
"marketPositioning": "Premium athletic apparel brand for active individuals, positioned at the intersection of technical performance and everyday comfort."
},
"shortlistAverages": {}
},
{
"id": "t8-score",
"label": "Composite score",
"data": {
"F": 60.595440748296305,
"points": {
"m1": 28.03900035224956,
"m2": 1.814882032667877,
"m3": 16.901277911570233,
"m4": 2.382976008577618,
"m5": 11.45730444323102,
"m6": 0
},
"coverage": 0.95
},
"shortlistAverages": {
"F": 64.75407958362149,
"coverage": 0.9500000000000001
}
}
]