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

8 of 10 claims survived the judge; 2 rejected for citing numbers not in the ledger or misreading them.

Bull: for the deal

  • The composite fit score is 68.04 on full coverage, above the shortlist average of 64.06, so the pairing screens as a stronger-than-typical fit within this shortlist.

    t4-score.F = 68.05t4-score.shortlistAverages.F = 64.06

  • Momentum is the strongest signal: the aggregate audience affinity for Vuori rose from a prior mean of 1.60 to a recent mean of 2.03, a z-score of 1.48 against a shortlist average of 0.37.

    t4-m6.z = 1.483t4-m6.recentMean = 2.035t4-m6.shortlistAverages.z = 0.3691

  • Taste-profile overlap is a strength: 28 shared taste tags with a Jaccard-style overlap of 0.34 versus a shortlist average of 0.28, and only 35% of HOKA's top-20 tags are missing from Vuori's profile against an average of 41%.

    t4-m2.value = 0.3365t4-m2.sharedCount = 28t4-m2.buyerTop20MissingShare = 0.35

  • Cross-domain agreement is strong in TV and Music: the aggregate audience affinity scores are 0.93 for TV and 0.89 for Music, both above their shortlist averages, supporting a multi-format creative platform.

    t4-m3.domains[1].score = 0.9284t4-m3.domains[0].score = 0.8879t4-m3.shortlistAverages.domains[1].score = 0.9175

  • Vuori's forward affinity to HOKA sits at 0.91, and the brand ranks among the top taste-graph neighbours with HOKA appearing as a driver at 0.25, so the audience overlap is directly visible in the graph. Demographic and geographic gaps remain and should be addressed in planning.

    t4-profile.forwardAffinity = 0.9088t4-profile.drivers[2].score = 0.2488

Bear: against, or diligence first

  • Demographic alignment is a real gap: the buyer's aggregate audience over-indexes on 55_and_older at -0.78 against the target's 0.21, the largest bucket gap, and the overall demographic cosine of 0.2822 trails the shortlist average of 0.313.

    t4-m4.biggestGap.buyer = -0.78t4-m4.biggestGap.target = 0.21t4-m4.cosine = 0.2822t4-m4.shortlistAverages.cosine = 0.313

  • Geographic footprint is misaligned: the correlation of buyer and target audience affinity across metros is -0.3895, weaker than the shortlist average of -0.07897, which means the metros where Vuori's audience is strongest are not where HOKA's is, so a co-marketing footprint would have limited overlap.

    t4-m5.correlation = -0.3895t4-m5.shortlistAverages.correlation = -0.07897

  • The two-way audience affinity is aggregate and only average-to-weak: the target's forward affinity toward HOKA is 0.8691 in the reverse list, and the buyer's own affinity of 0.8732 sits below the shortlist average of 0.878, so neither side strongly over-indexes on the other.

    t4-m1.b = 0.8732t4-m1.shortlistAverages.b = 0.878

  • Taste-profile overlap between HOKA and Vuori is not the weak point: the shared-tag overlap value sits above the shortlist average, so a bear case cannot rest on taste-graph overlap alone; the diligence must focus on demographics and geography instead.

    t4-m2.value = 0.3365

    Rejected by the judge: cites m2 Taste-profile overlap "value" = 0.3365 as a weakness, but it is above the shortlist average (0.2787)

  • The composite score of 68.05 leans heavily on momentum (m6 contributes 22.42), so the headline score is partly a function of recent audience growth that may not persist; the diligence should test whether that momentum holds before the thesis is priced.

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

    Rejected by the judge: cites Composite score "F" = 68.0457 as a weakness, but it is above the shortlist average (64.0564)

IC memo

Number check passed: 23 number(s), all in the evidence ledger.Written by claude-haiku-5-5 (after one repair pass)

Vuori: ADVANCE

Recommendation. Advance Vuori. Its composite fit score is F 68.0, above the 67 threshold, and no red flags were found. That combination is the verdict rule that decided it. Vuori ranks 2 of 8 on the shortlist and scores above the shortlist average of F 64.1.

Where the audiences meet

  • Momentum is the strongest signal. Aggregate audience affinity for Vuori rose from a prior mean of 1.60 to a recent mean of 2.03, well above the shortlist average.
  • Taste profiles overlap. Vuori shares 28 taste tags with HOKA, and only 35% of HOKA's top-20 tags are missing from Vuori's profile.
  • TV and Music agreement is strong, with aggregate affinity scores of 0.93 for TV and 0.89 for Music.
  • Vuori's forward affinity toward HOKA is 0.91, and HOKA appears among Vuori's top taste-graph drivers at 0.25.

Risks

  • Demographic alignment is the largest gap. The buyer's aggregate audience over-indexes on 55 and older at -0.78, against 0.21 for the target. Overall demographic cosine is 0.28, below the shortlist average of 0.31.
  • Geographic footprint is misaligned. Metros where Vuori's audience is strongest are not where HOKA's audience is strongest, so a co-marketing footprint would overlap less than typical for this shortlist.
  • Two-way affinity is only average-to-weak. HOKA's reverse affinity is 0.87 and Vuori's own affinity is 0.87, both below the shortlist average of 0.88. Neither side strongly over-indexes on the other.

Diligence questions

  • Can a co-branded pilot address the 55-and-older gap, or should creative focus on other age groups where the audiences overlap?
  • Which metros would a co-marketing test cover, given that the strongest audiences do not overlap geographically?
  • What drove the recent rise in Vuori's aggregate affinity, and does it hold beyond the current window?
  • Does the TV and Music agreement hold up in a multi-format creative test?

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 artist(s)cache
/v2/insightsok25 recommended podcast(s)cache
/v2/insightsokdemographics for 12 of 12 entitiescache
/v2/insightsok25 recommended tv_show(s)cache
/v2/insightsok25 recommended movie(s)cache
/v2/insightsok8330 heatmap cell(s) in United Statescache
/v2/trendingok47 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingempty0 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingok50 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/v2/trendingok47 trend point(s)cache
/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,
     "buyer": 0.8500371301561284,
     "metro": "Jacksonville",
     "target": 0.8845422839863555,
     "buyerRel": 0.021321232330591355,
     "targetRel": 0.055826386160818475
    },
    {
     "lat": 21.3069,
     "lon": -157.8583,
     "buyer": 0.9291044691055944,
     "metro": "Honolulu",
     "target": 0.9786902870783553,
     "buyerRel": 0.005809280782782311,
     "targetRel": 0.05539509875554316
    }
   ],
   "correlation": -0.38952355479203005,
   "strongholds": [
    {
     "lat": 29.9511,
     "lon": -90.0715,
     "buyer": 0.793145078759221,
     "metro": "New Orleans",
     "target": 0.8322481900662551,
     "buyerRel": 0.04572248364468401,
     "targetRel": 0.08482559495171804
    },
    {
     "lat": 36.8529,
     "lon": -75.978,
     "buyer": 0.8930670085141974,
     "metro": "Virginia Beach",
     "target": 0.8814829318570365,
     "buyerRel": 0.0700605585580869,
     "targetRel": 0.058476481900926025
    },
    {
     "lat": 61.2181,
     "lon": -149.9003,
     "buyer": 0.8988125680292488,
     "metro": "Anchorage",
     "target": 0.9075616090326785,
     "buyerRel": 0.042952844705860804,
     "targetRel": 0.05170188570929046
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 {
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 {
  "id": "t4-score",
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]