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's trending series did not move for this brand or the cohort in the 12 weeks to 2026-10-23, so momentum is not measurable for this window.
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 | 26 of 26 candidates scored | cache | |
| /v2/insights | ok | 26 profile(s) | cache | |
| /v2/insights | ok | 25 recommended artist(s) | cache | |
| /v2/insights | ok | 25 recommended tv_show(s) | cache | |
| /v2/insights | ok | 25 recommended movie(s) | cache | |
| /v2/insights | ok | 50 taste tag(s) | cache | |
| /v2/insights | ok | demographics for 9 of 9 entities | cache | |
| /v2/insights | ok | 25 recommended podcast(s) | cache | |
| /v2/insights | ok | 7800 heatmap cell(s) in United States | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/trending | ok | 26 trend point(s) | cache | |
| /v2/insights | ok | 1 of 1 candidates scored | cache | |
| /v2/insights | ok | 50 taste tag(s) | 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's trending series did not move for this brand or the cohort in the 12 weeks to 2026-10-23, so momentum is not measurable for this window.",
"value": null,
"priorSd": null,
"coverage": 0,
"priorMean": null,
"normalised": true,
"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
}
}
]