Simpatico

VC thesis · HOKA → target #2 of 8

Vuori

A premium performance apparel brand offering high-quality, versatile clothing for the active, comfort-focused consumer.

Founded 2015 · Competes with Lululemon, Alo Yoga, Outdoor Voices, Rhone · Partnerships: Livvy Dunne, Jared Goff, Arch Manning

Corporate details are Qloo entity data.

Advance
68.0F / 100
100% of the weighted evidence measured

Why this verdict

F 68.0 >= 67 and no red flags.

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.

m1 Two-way audience affinity
0.89
Harmonic mean of the buyer audience’s affinity for the target and the target audience’s affinity for the buyer’s brands.
m2 Taste-profile overlap
0.34
Rank-weighted overlap of the two audiences’ top-50 cultural taste tags.
m3 Cross-domain agreement
0.89
How strongly the target’s audience embraces the buyer audience’s favourite artists, shows, films and podcasts.
m4 Demographic alignment
0.64
Similarity of the two audiences’ age and gender over-index profiles.
m5 Geographic footprint
0.31
Correlation of metro-level audience affinity, relative to the screened cohort.
m6 Momentum
0.75
Trending rank change over the last 4 weeks vs the 8 before, relative to the cohort.

How F is built

Points each metric adds (weights for VC thesis, renormalised over what Qloo could measure).

MetricWeightPoints
Two-way audience affinity0.2522.3
Taste-profile overlap0.155.0
Cross-domain agreement0.108.9
Demographic alignment0.106.4
Geographic footprint0.103.1
Momentum0.3022.4
F68.0

Qloo explainability: the buyer-side signals driving the forward affinity are Athletic Brewing Co (0.25), On (0.25), HOKA (0.25), Tracksmith (0.25).

Shared catalogue categories (Qloo compare): Fashion, Fashion, Athletic, Innovative, Active, Comfort.

Where the audiences meet, across culture

The buyer audience’s top titles in each domain, ranked by how strongly Vuori’s audience embraces them.

Music0.89
Embraced: The Wood Brothers, The New Basement Tapes, Trampled by Turtles · Least shared: Mudcrutch, Jason Isbell and the 400 Unit, John Moreland
TV0.93
Embraced: Naked and Afraid, Naked and Afraid XL, Forged in Fire · Least shared: American Gladiators, The Real World, The Challenge
Film0.87
Embraced: The Dawn Wall, Meru, Free Solo · Least shared: The Wall: Climb for Gold, Where Dreams Go to Die, The Inventor: Out for Blood in Silicon Valley
Podcasts0.85
Embraced: Boundless Life, The Model Health Show, FoundMyFitness · Least shared: the morning shakeout podcast, Work, Play, Love with Lauren Fleshman and Jesse Thomas, I'll Have Another with Lindsey Hein Podcast

Taste profile overlap

28 of 72 top taste tags shared.

Both over-index on
folkfriendFriesfriendshipindieTourist attractionrockcountry
Buyer only

Shrimp Tacos, anime animation, british, Steak Tartare, Soup

Vuori only

family relationships, best friend, Duck, dark comedy, california

Audience shape

HOKA (buyer) Vuori
-0.78-0.390.00+0.39+0.78≤2425–2930–3435–4445–5455+MenWomen

Relative over-index (+) or under-index (−) of each aggregate audience, from Qloo. Not individual data.

Momentum

z = 1.48 relative to the screened cohort (2025-10-01).

prior 8 weekslast 4

Footprint overlap for distribution

White space: Vuori strong, buyer weak Shared stronghold Other metros
White space

Nashville, Birmingham, Boise, San Diego, Oklahoma City, Sacramento, Jacksonville, Honolulu

Shared strongholds

New Orleans, Virginia Beach, Anchorage

Bull vs bear

1 of 10 claims survived the judge; 9 rejected for citing numbers not in the ledger or misreading them.

Bull: for the deal

  • Cross-domain agreement is strong in TV and podcasts: the TV domain score of 0.9284 exceeds its shortlist average of 0.9175, and the podcast domain score of 0.8542 is above the 0.8564 average only marginally, while the overall cross-domain value of 0.8852 sits above the 0.8787 shortlist average.

    t4-m3.domains[1].score = 0.9284t4-m3.domains[1].score = 0.9284t4-m3.value = 0.8852t4-m3.value = 0.8852

  • The aggregate audience affinity for Vuori is high and in line with the shortlist: two-way audience affinity (m1 value) of 0.8907 sits just below the shortlist average of 0.8957, and the forward affinity from HOKA-side audiences reflects a strong overlap.

    t4-m1.value = 0.8907t4-m1.shortlistAverages.value = 0.8957

    Rejected by the judge: cites m1 Two-way audience affinity "value" = 0.8907 as a strength, but it is below the shortlist average (0.8957)

  • Momentum is the strongest signal: the aggregate audience momentum value of 0.7472 is well above the shortlist average of 0.5615, with a z-score of 1.483 against a shortlist average of 0.3691.

    t4-m6.value = 0.7472t4-m6.z = 1.483t4-m6.shortlistAverages.value = 0.5615

    Rejected by the judge: "shortlistAverages.value" does not resolve to a number in t4-m6

  • The composite score of 68.05 exceeds the shortlist average of 64.06, with momentum contributing the largest point total at 22.42.

    t4-score.F = 68.05t4-score.shortlistAverages.F = 64.06t4-score.points.m6 = 22.42

    Rejected by the judge: "shortlistAverages.F" does not resolve to a number in t4-score

  • Geographic footprint shows a concentrated base where the audience over-indexes on both brands: the New Orleans, Virginia Beach and Anchorage strongholds show relative target affinity of 0.08483, 0.05848 and 0.0517 in aggregate, though the geographic overlap is weak overall, with a correlation of -0.3895 against a shortlist average of -0.07897.

    NO_GEO_OVERLAP
    t4-m5.strongholds[0].targetRel = 0.08483t4-m5.strongholds[1].targetRel = 0.05848t4-m5.correlation = -0.3895

    Rejected by the judge: nothing to mitigate: the code rules did not raise NO_GEO_OVERLAP

Bear: against, or diligence first

  • The buyer's taste-profile overlap with the target is thin: the shared-tag affinity sits at 0.336 against a shortlist average of 0.279, but the buyer's top-20 tags are missing from the target's audience at a rate of 0.35, which is below the shortlist's 0.414 (lower is better, so this is a relative strength, not a weakness). The more useful bear point is that only 28 shared tags sit against 72 in the union, and the shared set is mostly generic (folk, friend, fries, rock, country), so overlap rests on broad tags rather than brand-specific taste signals.

    t4-m2.value = 0.3365t4-m2.sharedCount = 28t4-m2.unionCount = 72

    Rejected by the judge: claim text is over 500 characters

  • Demographic alignment is the clearest bear signal: the buyer's audience skews away from the target's 55-and-older affinity, with a buyer value of -0.78 against the target's 0.21, the largest gap in the pack. Cosine similarity of 0.282 sits below the shortlist average of 0.313, so the age profiles diverge even where the broader score looks acceptable.

    DEMOGRAPHIC_MISMATCH
    t4-m4.biggestGap.buyer = -0.78t4-m4.biggestGap.target = 0.21t4-m4.cosine = 0.2822

    Rejected by the judge: bear cannot invent a flag: the code rules did not raise DEMOGRAPHIC_MISMATCH

  • Geographic footprint does not line up: the correlation between buyer and target metro affinity is -0.390, well below the shortlist average of -0.079, and the code counts 10 white-space metros where the target over-indexes and the buyer does not. The buyer's footprint is therefore not a dependable overlap for a joint activation.

    NO_GEO_OVERLAP
    t4-m5.correlation = -0.3895t4-m5.whiteSpaceCount = 10t4-m5.value = 0.3052

    Rejected by the judge: bear cannot invent a flag: the code rules did not raise NO_GEO_OVERLAP

  • Taste-cluster agreement in the music and film domains is weaker than the shortlist. The music score of 0.888 is only just above the shortlist average of 0.865 and the film score of 0.870 is about equal to the shortlist's 0.876, while the audiences' clash lists (Jason Isbell, John Moreland, The Wall: Climb for Gold) show where tastes diverge. The audience affinity is aggregate, so this points to diligence on which cross-domain signals hold.

    TASTE_CLASH
    t4-m3.domains[0].score = 0.8879t4-m3.domains[2].score = 0.8702t4-m3.domains[2].score = 0.8763

    Rejected by the judge: bear cannot invent a flag: the code rules did not raise TASTE_CLASH

  • Momentum is the strongest positive in the pack and should be reported as such, but the bear reading is that the z-score of 1.48 rests on a recent mean of 2.03 against a prior mean of 1.60, a single window of data. The committee should confirm this is sustained before treating it as a durable signal, and the Vuori profile lists ownership as unknown, which leaves deal counterparty and control questions open.

    FADING
    t4-m6.z = 1.483t4-m6.recentMean = 2.035t4-m6.priorMean = 1.598

    Rejected by the judge: bear cannot invent a flag: the code rules did not raise FADING

IC memo

Number check passed: 21 number(s), all in the evidence ledger.Written by claude-haiku-5-5

Vuori: ADVANCE

Recommendation. Vuori ranks 2 of 8 with a composite F of 68.0, clearing the advance threshold of 67 under the verdict rule (F at or above 67 and no red flags). No red flags were raised. The shortlist average F is 64.1.

Where the audiences meet. The strongest validated evidence is cross-domain agreement. The TV domain score (0.93) is above the shortlist average (0.92), and the overall cross-domain value (0.89) sits above the shortlist average (0.88). The audience over-indexes on TV titles such as Naked and Afraid and Forged in Fire. Two-way affinity is 0.89, close to the shortlist average of 0.90. Momentum is well above the shortlist average, with an aggregate recent trend that is rising. The taste-profile overlap of 0.34 is above the shortlist average of 0.28, and the shared tags include folk, indie, and friendship themes.

Risks.

  • The podcast domain score (0.85) sits slightly below the shortlist average (0.86). The earlier claim that it was above average does not hold, so it is not counted as validated support.
  • Demographic alignment is 0.64, below the shortlist average of 0.66. The largest gap is the 55-and-older bucket, where the buyer's aggregate affinity is well below the target's.
  • Geographic footprint correlation with the buyer is negative (-0.39). Ten white-space metros show higher target than buyer affinity, which is an opportunity but also means the buyer's current footprint is not where the target's is strongest.
  • Ownership is listed as unknown.

Diligence questions

  • Who owns Vuori, and is any ownership change pending?
  • Does the buyer's current reach among 55-and-older audiences justify a targeted plan, or is it out of scope?
  • Which of the ten white-space metros can the buyer reach through existing channels?
  • What is the status of the listed partnerships (Livvy Dunne, Jared Goff, Arch Manning), and do their audiences overlap with the buyer's?
  • Does the TV and film affinity hold up in a direct test of run-club programming?

Aggregate audience affinities from Qloo, not predictions about individuals. Not investment advice.

Provenance: 29 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.

PurposeEndpointStatusResultSource
/v2/insightsok23 of 23 candidates scoredcache
/v2/insightsok23 profile(s)cache
/v2/insightsok50 taste tag(s)cache
/v2/insightsok25 recommended podcast(s)cache
/v2/insightsok25 recommended tv_show(s)cache
/v2/insightsok25 recommended artist(s)cache
/v2/insightsok25 recommended movie(s)cache
/v2/insightsokdemographics for 12 of 12 entitiescache
/v2/insightsok8330 heatmap cell(s) in United Statescache
/v2/trendingempty0 trend point(s)live 330 ms
/v2/trendingok47 trend point(s)live 332 ms
/v2/trendingok47 trend point(s)live 332 ms
/v2/trendingok47 trend point(s)live 333 ms
/v2/trendingok47 trend point(s)live 635 ms
/v2/trendingok47 trend point(s)live 640 ms
/v2/trendingok47 trend point(s)live 639 ms
/v2/trendingok47 trend point(s)live 642 ms
/v2/trendingok47 trend point(s)live 928 ms
/v2/trendingok47 trend point(s)live 932 ms
/v2/trendingok47 trend point(s)live 1657 ms
/v2/trendingok50 trend point(s)live 1805 ms
/v2/insightsok4 of 4 candidates scoredcache
/v2/insightsok50 taste tag(s)cache
/v2/insightsok25 of 25 candidates scoredcache
/v2/insightsok25 of 25 candidates scoredcache
/v2/insightsok25 of 25 candidates scoredcache
/v2/insightsok25 of 25 candidates scoredcache
/v2/analysis/compareok25 shared catalogue tag(s)cache
/v2/insightsok5800 heatmap cell(s) in United Statescache
Evidence rows (what bull, bear and the judge see)
[
 {
  "id": "t4-flags",
  "label": "Red flags (code rules)",
  "data": {
   "flags": []
  },
  "shortlistAverages": {}
 },
 {
  "id": "t4-m1",
  "label": "m1 Two-way audience affinity",
  "data": {
   "a": 0.9088187591233361,
   "b": 0.8732002927170561,
   "ratio": 0.9608079542277074,
   "value": 0.8906535602676895,
   "reverse": [
    {
     "id": "D962C4A9-93FB-433E-B11C-E9BF7029BFE5",
     "name": "Athletic Brewing Co",
     "affinity": 0.888418130080672
    },
    {
     "id": "CCE5E494-2690-42BA-9A52-3110AE273676",
     "name": "On",
     "affinity": 0.8751601820591743
    },
    {
     "id": "B7F13D5E-36A8-4AC4-A5A6-E949DED54050",
     "name": "HOKA",
     "affinity": 0.8690680465904365
    },
    {
     "id": "F1545668-5556-4111-8A2E-AC787DD7503A",
     "name": "Tracksmith",
     "affinity": 0.8601548121379419
    }
   ],
   "coverage": 1
  },
  "shortlistAverages": {
   "a": 0.9142067566664733,
   "b": 0.8780226767666233,
   "ratio": 0.9604328890241645,
   "value": 0.8957493307746848
  }
 },
 {
  "id": "t4-m2",
  "label": "m2 Taste-profile overlap",
  "data": {
   "value": 0.33647798742138363,
   "shared": [
    {
     "id": "urn:tag:genre:music:folk",
     "name": "folk",
     "subtype": "urn:tag:genre:music"
    },
    {
     "id": "urn:tag:keyword:media:friend",
     "name": "friend",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:specialty_dish:place:fries",
     "name": "Fries",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:keyword:media:friendship",
     "name": "friendship",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:genre:music:indie",
     "name": "indie",
     "subtype": "urn:tag:genre:music"
    },
    {
     "id": "urn:tag:genre:place:tourist_attraction",
     "name": "Tourist attraction",
     "subtype": "urn:tag:genre:place"
    },
    {
     "id": "urn:tag:genre:music:rock",
     "name": "rock",
     "subtype": "urn:tag:genre:music"
    },
    {
     "id": "urn:tag:genre:music:country",
     "name": "country",
     "subtype": "urn:tag:genre:music"
    }
   ],
   "coverage": 1,
   "buyerOnly": [
    {
     "id": "urn:tag:specialty_dish:place:shrimp_tacos",
     "name": "Shrimp Tacos",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:keyword:media:anime_animation",
     "name": "anime animation",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:keyword:media:british",
     "name": "british",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:specialty_dish:place:steak_tartare",
     "name": "Steak Tartare",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:specialty_dish:place:soup",
     "name": "Soup",
     "subtype": "urn:tag:specialty_dish:place"
    }
   ],
   "targetOnly": [
    {
     "id": "urn:tag:keyword:media:family_relationships",
     "name": "family relationships",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:keyword:media:best_friend",
     "name": "best friend",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:specialty_dish:place:duck",
     "name": "Duck",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:keyword:media:dark_comedy",
     "name": "dark comedy",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:keyword:media:california",
     "name": "california",
     "subtype": "urn:tag:keyword:media"
    }
   ],
   "unionCount": 72,
   "sharedCount": 28,
   "buyerTop20MissingShare": 0.35
  },
  "shortlistAverages": {
   "value": 0.27871786779809044,
   "sharedCount": 23.857142857142858,
   "buyerTop20MissingShare": 0.41428571428571426
  }
 },
 {
  "id": "t4-m3",
  "label": "m3 Cross-domain agreement",
  "data": {
   "value": 0.8851974556911881,
   "domains": [
    {
     "type": "urn:entity:artist",
     "clash": [
      {
       "name": "Mudcrutch",
       "affinity": 0.8539877359935703
      },
      {
       "name": "Jason Isbell and the 400 Unit",
       "affinity": 0.8571156313236215
      },
      {
       "name": "John Moreland",
       "affinity": 0.8613259853650971
      }
     ],
     "label": "Music",
     "score": 0.8879438502879035,
     "shared": [
      {
       "name": "The Wood Brothers",
       "affinity": 0.9224218648889573
      },
      {
       "name": "The New Basement Tapes",
       "affinity": 0.9200731541614203
      },
      {
       "name": "Trampled by Turtles",
       "affinity": 0.9182557045218462
      }
     ],
     "expected": 25,
     "returned": 25
    },
    {
     "type": "urn:entity:tv_show",
     "clash": [
      {
       "name": "American Gladiators",
       "affinity": 0.9057993889577834
      },
      {
       "name": "The Real World",
       "affinity": 0.9135184665263533
      },
      {
       "name": "The Challenge",
       "affinity": 0.9139701554964893
      }
     ],
     "label": "TV",
     "score": 0.9283750665247362,
     "shared": [
      {
       "name": "Naked and Afraid",
       "affinity": 0.9544342652658445
      },
      {
       "name": "Naked and Afraid XL",
       "affinity": 0.9457652925241936
      },
      {
       "name": "Forged in Fire",
       "affinity": 0.9431318909906178
      }
     ],
     "expected": 25,
     "returned": 25
    },
    {
     "type": "urn:entity:movie",
     "clash": [
      {
       "name": "The Wall: Climb for Gold",
       "affinity": 0.8402729279565899
      },
      {
       "name": "Where Dreams Go to Die",
       "affinity": 0.8429701239635876
      },
      {
       "name": "The Inventor: Out for Blood in Silicon Valley",
       "affinity": 0.8464401622385099
      }
     ],
     "label": "Film",
     "score": 0.8702469431499665,
     "shared": [
      {
       "name": "The Dawn Wall",
       "affinity": 0.9162105681602849
      },
      {
       "name": "Meru",
       "affinity": 0.9086525650211567
      },
      {
       "name": "Free Solo",
       "affinity": 0.9068603507533852
      }
     ],
     "expected": 25,
     "returned": 25
    },
    {
     "type": "urn:entity:podcast",
     "clash": [
      {
       "name": "the morning shakeout podcast",
       "affinity": 0.7958139331975868
      },
      {
       "name": "Work, Play, Love with Lauren Fleshman and Jesse Thomas",
       "affinity": 0.8004506652368217
      },
      {
       "name": "I'll Have Another with Lindsey Hein Podcast",
       "affinity": 0.8016657295229234
      }
     ],
     "label": "Podcasts",
     "score": 0.8542239628021463,
     "shared": [
      {
       "name": "Boundless Life",
       "affinity": 0.9665666131291303
      },
      {
       "name": "The Model Health Show",
       "affinity": 0.9540792154466944
      },
      {
       "name": "FoundMyFitness",
       "affinity": 0.9305419596943683
      }
     ],
     "expected": 25,
     "returned": 25
    }
   ],
   "coverage": 1
  },
  "shortlistAverages": {
   "value": 0.8787015846441593,
   "domains[0].score": 0.8646246964099812,
   "domains[1].score": 0.9174851346497923,
   "domains[2].score": 0.8762767200479108,
   "domains[3].score": 0.8564197874689529
  }
 },
 {
  "id": "t4-m4",
  "label": "m4 Demographic alignment",
  "data": {
   "buyer": {
    "male": 0.33,
    "female": -0.33,
    "25_to_29": -0.34,
    "30_to_34": -0.3025,
    "35_to_44": 0.15500000000000003,
    "45_to_54": 0.455,
    "55_and_older": -0.78,
    "24_and_younger": 0.05499999999999999
   },
   "value": 0.6410803576366033,
   "cosine": 0.28216071527320663,
   "target": {
    "male": 0.34,
    "female": -0.34,
    "25_to_29": -0.45,
    "30_to_34": 0,
    "35_to_44": -0.55,
    "45_to_54": 0.44,
    "55_and_older": 0.21,
    "24_and_younger": -0.18
   },
   "coverage": 1,
   "biggestGap": {
    "buyer": -0.78,
    "bucket": "55_and_older",
    "target": 0.21
   }
  },
  "shortlistAverages": {
   "value": 0.6564897568012151,
   "cosine": 0.31297951360243037
  }
 },
 {
  "id": "t4-m5",
  "label": "m5 Geographic footprint",
  "data": {
   "value": 0.305238222603985,
   "coverage": 1,
   "metroCount": 55,
   "whiteSpace": [
    {
     "lat": 36.1627,
     "lon": -86.7816,
     "buyer": 0.8297116121273177,
     "metro": "Nashville",
     "target": 0.884416822221904,
     "buyerRel": 0.03096654841851887,
     "targetRel": 0.08567175851310516
    },
    {
     "lat": 33.5186,
     "lon": -86.8104,
     "buyer": 0.7473393960773093,
     "metro": "Birmingham",
     "target": 0.8153946473318342,
     "buyerRel": 0.004344656738440311,
     "targetRel": 0.07239990799296525
    },
    {
     "lat": 43.615,
     "lon": -116.2023,
     "buyer": 0.7650557482100473,
     "metro": "Boise",
     "target": 0.8781957033171229,
     "buyerRel": -0.04423854067931943,
     "targetRel": 0.06890141442775621
    },
    {
     "lat": 32.7157,
     "lon": -117.1611,
     "buyer": 0.923580355741573,
     "metro": "San Diego",
     "target": 0.9922287404376406,
     "buyerRel": -0.0076775953929605345,
     "targetRel": 0.060970789303107065
    },
    {
     "lat": 35.4676,
     "lon": -97.5164,
     "buyer": 0.7735162122542768,
     "metro": "Oklahoma City",
     "target": 0.8474067701964947,
     "buyerRel": -0.014814723137858476,
     "targetRel": 0.059075834804359406
    },
    {
     "lat": 38.5816,
     "lon": -121.4944,
     "buyer": 0.8765066584615301,
     "metro": "Sacramento",
     "target": 0.9296317741519149,
     "buyerRel": 0.004882783425848691,
     "targetRel": 0.0580078991162335
    },
    {
     "lat": 30.3322,
     "lon": -81.6557,
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