Simpatico

M&A bolt-on · Pepsi → target #2 of 9

Chobani

Accessible premium-quality Greek yogurt and dairy products emphasizing natural, high-protein nutrition for the mass market.

Founded 2005 · Parent: Chobani, LLC · Competes with Fage, Dannon, Siggi's, Yoplait

Corporate details are Qloo entity data.

Watch
62.8F / 100
100% of the weighted evidence measured

Why this verdict

F 62.8 is between 62 and 67, 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
0.79
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
0.28
Rank-weighted overlap of the two audiences’ top-50 cultural taste tags.
m3 Cross-domain agreement
0.82
How strongly the target’s audience embraces the buyer audience’s favourite artists, shows, films and podcasts.
m4 Demographic alignment
0.63
Similarity of the two audiences’ age and gender over-index profiles.
m5 Geographic footprint
0.62
Correlation of metro-level audience affinity, relative to the screened cohort.
m6 Momentum
0.57
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 M&A bolt-on, renormalised over what Qloo could measure).

MetricWeightPoints
Two-way audience affinity0.3023.8
Taste-profile overlap0.205.5
Cross-domain agreement0.1512.3
Demographic alignment0.159.4
Geographic footprint0.106.2
Momentum0.105.7
F62.8

Qloo explainability: the buyer-side signals driving the forward affinity are Quaker Oats Company (0.26), Pepsi (0.25), Gatorade (0.25), Doritos (0.24).

Shared catalogue categories (Qloo compare): Food & Beverage, Food.

Where the audiences meet, across culture

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

Music0.76
Embraced: Jesse & Joy, HA-ASH, Romeo Santos · Least shared: Anuel AA, Arcangel, Carlos Vives
TV0.88
Embraced: Blown Away, Old Enough!, Lego Masters Australia · Least shared: The Next Step, Saved by the Bell, Doogie Kamealoha, M.D.
Film0.81
Embraced: Aladdin, Ralph Breaks the Internet, Toy Story 4 · Least shared: Spider-Man: Homecoming, Thor: Ragnarok, Guardians of the Galaxy: Vol. 2
Podcasts0.82
Embraced: The Chalene Show | Diet, Fitness & Life Balance, Motivation with Brendon Burchard, Trust and Believe with Shaun T · Least shared: First Take, Talk Is Jericho, The Steve Austin Show

Taste profile overlap

22 of 78 top taste tags shared.

Both over-index on
female protagonistfamily relationshipsteenagerteenage girlfriendshiprockindiegay
Buyer only

Pulpo A La Brasa, Seared Diver Scallops, Mole, Hip Hop, male protagonist

Chobani only

Fries, Cafe, competition, Cookbooks, Cooking

Audience shape

Pepsi (buyer) Chobani
-0.86-0.430.00+0.43+0.86≤2425–2930–3435–4445–5455+MenWomen

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

Momentum

z = 0.39 relative to the screened cohort (2025-10-01).

prior 8 weekslast 4

Footprint overlap for distribution

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

Boise, Providence, Richmond, Milwaukee, Columbus, Honolulu

Shared strongholds

Pittsburgh, Philadelphia

Bull vs bear

10 of 10 claims survived the judge; 0 rejected for citing numbers not in the ledger or misreading them.

Bull: for the deal

  • The composite score sits above the shortlist average, with the audience affinity signal (m1) the largest contributor to the overall reading.

    t1-score.F = 62.76t1-score.points.m1 = 23.76t1-profile.forwardAffinity = 0.8128

  • Two-way audience affinity is high on both sides: the aggregate audience over-indexes on Chobani at 0.81 and on Pepsi at 0.77, both above the shortlist averages.

    t1-m1.a = 0.8128t1-m1.b = 0.7722t1-m1.shortlistAverages.value = 0.6514

  • Taste-profile overlap is a strength: 22 shared taste tags against a shortlist average of 19.6, with the audience overlap value at 0.276 versus 0.216 for the shortlist.

    t1-m2.sharedCount = 22t1-m2.value = 0.2763t1-m2.shortlistAverages.value = 0.2162

  • Demographic alignment reads as a strength on cosine similarity, at 0.255 against a shortlist average of 0.137, though the 30-to-34 bucket is a visible gap.

    t1-m4.cosine = 0.2546t1-m4.shortlistAverages.cosine = 0.1371

  • Geographic footprint shows the aggregate audience of both brands over-indexing in shared metros, with six white-space metros where Chobani's affinity is stronger than Pepsi's, supporting a bolt-on expansion thesis.

    t1-m5.whiteSpaceCount = 6t1-m5.value = 0.616t1-m5.shortlistAverages.value = 0.3996

Bear: against, or diligence first

  • The two-way audience affinity ratio is a weakness versus the shortlist: the buyer's audience mirrors the target's less closely than peers do, so the overlap is one-directional rather than mutual.

    t1-m1.ratio = 0.9501t1-m1.shortlistAverages.ratio = 0.9678

  • Music cross-domain agreement is a weakness: the audience affinity for the target's music artists scores below the shortlist average, so the music signal is weaker than the composite's headline.

    t1-m3.domains[0].score = 0.7555t1-m3.shortlistAverages.domains[0].score = 0.768

  • TV agreement is also a weakness: the TV domain score sits below the shortlist average, so the cross-domain strength rests on film and podcast domains rather than on TV.

    t1-m3.domains[1].score = 0.8815t1-m3.shortlistAverages.domains[1].score = 0.892

  • The demographic alignment is aggregate and uneven: the largest gap is in the 30-34 bucket, where the target's audience affinity is -0.86 against the buyer's -0.0675, so diligence should test that age segment before relying on the overall alignment score.

    t1-m4.biggestGap.target = -0.86t1-m4.biggestGap.buyer = -0.0675

  • Geographic white space is narrow: six of the 55 metros are white-space markets where the buyer's relative audience affinity trails the target's, and the buyer's relative affinity in Boise is -0.195, so the footprint benefit is concentrated rather than broad.

    t1-m5.whiteSpaceCount = 6t1-m5.whiteSpace[0].buyerRel = -0.1947

IC memo

Number check passed: 20 number(s), all in the evidence ledger.Written by claude-haiku-5-5

Chobani: WATCH

Recommendation: Keep Chobani on the watch list. Its composite F of 62.8 falls in the 62-to-67 band, and the screen has no red flags, which places it in WATCH. It ranks 2 of 9 on the shortlist and scores above the shortlist average of 54.8, but several bear points need testing before any commitment.

Where the audiences meet

  • Two-way audience affinity is high on both sides. The aggregate audience over-indexes on Chobani at 0.81 and on Pepsi at 0.77, both above the shortlist averages. Audience affinity (m1) is the largest contributor to the composite.
  • Taste-profile overlap is a strength: 22 shared taste tags against a shortlist average of 19.6.
  • Film and podcast cross-domain affinity reads as strong. Shared podcast and film titles show high aggregate affinity on both sides.
  • Demographic cosine similarity is 0.255 against a shortlist average of 0.137.

Risks

  • The two-way affinity ratio is a weakness versus the shortlist. Overlap runs one way more than mutually.
  • Music and TV domain scores sit below the shortlist average. The cross-domain strength rests on film and podcast, not TV or music.
  • The 30-to-34 bucket is a clear gap: target affinity is -0.86 against the buyer's -0.0675.
  • Geographic white space is narrow. Six of 55 metros favor Chobani over Pepsi, and Pepsi's relative affinity in Boise is -0.195. The footprint benefit is concentrated, not broad.

Diligence questions

  • Why does the two-way affinity ratio trail peers, and does a co-branded pilot show mutual overlap?
  • Does the music signal hold up under a closer look, given it sits below the shortlist average?
  • Does TV affinity improve with a targeted test, or does it stay below peers?
  • What explains the 30-to-34 gap, and does it change the overall demographic reading?
  • Are the six white-space metros worth a pilot, given how narrow the footprint benefit is?

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

Provenance: 30 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/insightsok29 of 29 candidates scoredcache
/v2/insightsok29 profile(s)cache
/v2/insightsok50 taste tag(s)cache
/v2/insightsok25 recommended tv_show(s)cache
/v2/insightsok25 recommended podcast(s)cache
/v2/insightsok25 recommended movie(s)cache
/v2/insightsok25 recommended artist(s)cache
/v2/insightsokdemographics for 13 of 13 entitiescache
/v2/insightsok7265 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/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/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/insightsok50 taste tag(s)cache
/v2/insightsok25 of 25 candidates scoredcache
/v2/insightsok4 of 4 candidates scoredcache
/v2/insightsok25 of 25 candidates scoredcache
/v2/insightsok25 of 25 candidates scoredcache
/v2/insightsok25 of 25 candidates scoredcache
/v2/analysis/compareok2 shared catalogue tag(s)cache
/v2/insightsok5090 heatmap cell(s) in United Statescache
Evidence rows (what bull, bear and the judge see)
[
 {
  "id": "t1-flags",
  "label": "Red flags (code rules)",
  "data": {
   "flags": []
  },
  "shortlistAverages": {}
 },
 {
  "id": "t1-m1",
  "label": "m1 Two-way audience affinity",
  "data": {
   "a": 0.8127547306367611,
   "b": 0.7721733828230177,
   "ratio": 0.9500693797476276,
   "value": 0.791944523453776,
   "reverse": [
    {
     "id": "099E174E-1FEC-4AD9-80F2-92C2E6CBD6ED",
     "name": "Quaker Oats Company",
     "affinity": 0.8136611498217808
    },
    {
     "id": "957B527A-CF2C-4283-A2FD-3F49741DF5DE",
     "name": "Pepsi",
     "affinity": 0.7712070027429851
    },
    {
     "id": "18316CE7-595D-4469-8FDF-43D1B70021E4",
     "name": "Gatorade",
     "affinity": 0.7676567760995058
    },
    {
     "id": "EA3901B0-A3A5-43F5-AC2A-45C35C400926",
     "name": "Doritos",
     "affinity": 0.7361686026277993
    }
   ],
   "coverage": 1
  },
  "shortlistAverages": {
   "a": 0.6624365266218457,
   "b": 0.6407175341615415,
   "ratio": 0.967828417745172,
   "value": 0.6513859043165956
  }
 },
 {
  "id": "t1-m2",
  "label": "m2 Taste-profile overlap",
  "data": {
   "value": 0.27627627627627627,
   "shared": [
    {
     "id": "urn:tag:keyword:media:female_protagonist",
     "name": "female protagonist",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:keyword:media:family_relationships",
     "name": "family relationships",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:keyword:media:teenager",
     "name": "teenager",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:keyword:media:teenage_girl",
     "name": "teenage girl",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:keyword:media:friendship",
     "name": "friendship",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:genre:music:rock",
     "name": "rock",
     "subtype": "urn:tag:genre:music"
    },
    {
     "id": "urn:tag:genre:music:indie",
     "name": "indie",
     "subtype": "urn:tag:genre:music"
    },
    {
     "id": "urn:tag:keyword:media:gay",
     "name": "gay",
     "subtype": "urn:tag:keyword:media"
    }
   ],
   "coverage": 1,
   "buyerOnly": [
    {
     "id": "urn:tag:specialty_dish:place:pulpo_a_la_brasa",
     "name": "Pulpo A La Brasa",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:specialty_dish:place:seared_diver_scallops",
     "name": "Seared Diver Scallops",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:specialty_dish:place:mole",
     "name": "Mole",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:genre:music:hip_hop",
     "name": "Hip Hop",
     "subtype": "urn:tag:genre:music"
    },
    {
     "id": "urn:tag:keyword:media:male_protagonist",
     "name": "male protagonist",
     "subtype": "urn:tag:keyword:media"
    }
   ],
   "targetOnly": [
    {
     "id": "urn:tag:specialty_dish:place:fries",
     "name": "Fries",
     "subtype": "urn:tag:specialty_dish:place"
    },
    {
     "id": "urn:tag:genre:place:restaurant:cafe",
     "name": "Cafe",
     "subtype": "urn:tag:genre:place"
    },
    {
     "id": "urn:tag:keyword:media:competition",
     "name": "competition",
     "subtype": "urn:tag:keyword:media"
    },
    {
     "id": "urn:tag:genre:media:cookbooks",
     "name": "Cookbooks",
     "subtype": "urn:tag:genre:media"
    },
    {
     "id": "urn:tag:genre:media:cooking",
     "name": "Cooking",
     "subtype": "urn:tag:genre:media"
    }
   ],
   "unionCount": 78,
   "sharedCount": 22,
   "buyerTop20MissingShare": 0.4
  },
  "shortlistAverages": {
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   "sharedCount": 19.625,
   "buyerTop20MissingShare": 0.4375
  }
 },
 {
  "id": "t1-m3",
  "label": "m3 Cross-domain agreement",
  "data": {
   "value": 0.8172483286372215,
   "domains": [
    {
     "type": "urn:entity:artist",
     "clash": [
      {
       "name": "Anuel AA",
       "affinity": 0.7096080544136882
      },
      {
       "name": "Arcangel",
       "affinity": 0.71427635234864
      },
      {
       "name": "Carlos Vives",
       "affinity": 0.7436256684350514
      }
     ],
     "label": "Music",
     "score": 0.7555259277281151,
     "shared": [
      {
       "name": "Jesse & Joy",
       "affinity": 0.7830109022160417
      },
      {
       "name": "HA-ASH",
       "affinity": 0.7746739328585461
      },
      {
       "name": "Romeo Santos",
       "affinity": 0.7724854545578222
      }
     ],
     "expected": 25,
     "returned": 25
    },
    {
     "type": "urn:entity:tv_show",
     "clash": [
      {
       "name": "The Next Step",
       "affinity": 0.8490570099044734
      },
      {
       "name": "Saved by the Bell",
       "affinity": 0.8500917023586279
      },
      {
       "name": "Doogie Kamealoha, M.D.",
       "affinity": 0.8521434311897689
      }
     ],
     "label": "TV",
     "score": 0.8815490308005691,
     "shared": [
      {
       "name": "Blown Away",
       "affinity": 0.9385956217361004
      },
      {
       "name": "Old Enough!",
       "affinity": 0.9277217843896841
      },
      {
       "name": "Lego Masters Australia",
       "affinity": 0.9086129205900731
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     ],
     "expected": 25,
     "returned": 25
    },
    {
     "type": "urn:entity:movie",
     "clash": [
      {
       "name": "Spider-Man: Homecoming",
       "affinity": 0.7717758641505379
      },
      {
       "name": "Thor: Ragnarok",
       "affinity": 0.7797727268618031
      },
      {
       "name": "Guardians of the Galaxy: Vol. 2",
       "affinity": 0.7810831931151513
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     ],
     "label": "Film",
     "score": 0.8083395659084935,
     "shared": [
      {
       "name": "Aladdin",
       "affinity": 0.8417366668975365
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      {
       "name": "Ralph Breaks the Internet",
       "affinity": 0.839667220806429
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      {
       "name": "Toy Story 4",
       "affinity": 0.8365923639071816
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     ],
     "expected": 25,
     "returned": 25
    },
    {
     "type": "urn:entity:podcast",
     "clash": [
      {
       "name": "First Take",
       "affinity": 0.7080550379086933
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      {
       "name": "Talk Is Jericho",
       "affinity": 0.7272607589275898
      },
      {
       "name": "The Steve Austin Show",
       "affinity": 0.7316933597612615
      }
     ],
     "label": "Podcasts",
     "score": 0.8235787901117085,
     "shared": [
      {
       "name": "The Chalene Show | Diet, Fitness & Life Balance",
       "affinity": 0.944206629033513
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      {
       "name": "Motivation with Brendon Burchard",
       "affinity": 0.9079531811713825
      },
      {
       "name": "Trust and Believe with Shaun T",
       "affinity": 0.9044793220531422
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     ],
     "expected": 25,
     "returned": 25
    }
   ],
   "coverage": 1
  },
  "shortlistAverages": {
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   "domains[0].score": 0.7679707127120858,
   "domains[1].score": 0.8919821957310872,
   "domains[2].score": 0.7814520856550119,
   "domains[3].score": 0.8005021136030196
  }
 },
 {
  "id": "t1-m4",
  "label": "m4 Demographic alignment",
  "data": {
   "buyer": {
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    "female": -0.11749999999999998,
    "25_to_29": 0.29000000000000004,
    "30_to_34": -0.0675,
    "35_to_44": -0.22000000000000003,
    "45_to_54": -0.475,
    "55_and_older": -0.3825,
    "24_and_younger": 0.19999999999999998
   },
   "value": 0.6273189797415046,
   "cosine": 0.2546379594830092,
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    "female": 0.31,
    "25_to_29": 0.44,
    "30_to_34": -0.86,
    "35_to_44": 0.30000000000000004,
    "45_to_54": 0.02,
    "55_and_older": -0.65,
    "24_and_younger": -0.18
   },
   "coverage": 1,
   "biggestGap": {
    "buyer": -0.0675,
    "bucket": "30_to_34",
    "target": -0.86
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  },
  "shortlistAverages": {
   "value": 0.5685635164175713,
   "cosine": 0.1371270328351427
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 },
 {
  "id": "t1-m5",
  "label": "m5 Geographic footprint",
  "data": {
   "value": 0.6159809526335018,
   "coverage": 1,
   "metroCount": 55,
   "whiteSpace": [
    {
     "lat": 43.615,
     "lon": -116.2023,
     "buyer": 0.5548783018204364,
     "metro": "Boise",
     "target": 0.830588191934713,
     "buyerRel": -0.19472099763452744,
     "targetRel": 0.08098889247974916
    },
    {
     "lat": 41.824,
     "lon": -71.4128,
     "buyer": 0.8018331419678973,
     "metro": "Providence",
     "target": 0.9549959693798065,
     "buyerRel": -0.08201779190336045,
     "targetRel": 0.07114503550854867
    },
    {
     "lat": 37.5407,
     "lon": -77.436,
     "buyer": 0.7202866475539701,
     "metro": "Richmond",
     "target": 0.863474250889788,
     "buyerRel": -0.08374043449060331,
     "targetRel": 0.059447168845214615
    },
    {
     "lat": 43.0389,
     "lon": -87.9065,
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     "metro": "Milwaukee",
     "target": 0.8969622189901589,
     "buyerRel": -0.08408154682587188,
     "targetRel": 0.05858353635588898
    },
    {
     "lat": 39.9612,
     "lon": -82.9988,
     "buyer": 0.7349857000817613,
     "metro": "Columbus",
     "target": 0.8672227974983705,
     "buyerRel": -0.07575576493423852,
     "targetRel": 0.05648133248237064
    },
    {
     "lat": 21.3069,
     "lon": -157.8583,
     "buyer": 0.8072542987354452,
     "metro": "Honolulu",
     "target": 0.9435289852357129,
     "buyerRel": -0.08292348459968657,
     "targetRel": 0.05335120190058118
    }
   ],
   "correlation": 0.23196190526700372,
   "strongholds": [
    {
     "lat": 40.4406,
     "lon": -79.9959,
     "buyer": 0.8027934510153324,
     "metro": "Pittsburgh",
     "target": 0.8980302093254582,
     "buyerRel": -0.028105625277032198,
     "targetRel": 0.06713113303309359
    },
    {
     "lat": 39.9526,
     "lon": -75.1652,
     "buyer": 0.8644685263094293,
     "metro": "Philadelphia",
     "target": 0.9545663029097291,
     "buyerRel": -0.02960642752285414,
     "targetRel": 0.06049134907744569
    }
   ],
   "whiteSpaceCount": 6,
   "relativeToCohort": true
  },
  "shortlistAverages": {
   "value": 0.3995949410190965,
   "correlation": -0.20081011796180706
  }
 },
 {
  "id": "t1-m6",
  "label": "m6 Momentum",
  "data": {
   "z": 0.3912317336663085,
   "value": 0.5652052889443847,
   "priorSd": 0.005017240756886547,
   "coverage": 1,
   "priorMean": -0.11060037580625615,
   "normalised": true,
   "recentMean": -0.10277574113292998
  },
  "shortlistAverages": {
   "z": 0.18695947847084152,
   "value": 0.5311599130784737
  }
 },
 {
  "id": "t1-profile",
  "label": "Qloo entity profile: Chobani",
  "data": {
   "name": "Chobani",
   "drivers": [
    {
     "name": "Quaker Oats Company",
     "score": 0.26343214099373846
    },
    {
     "name": "Pepsi",
     "score": 0.2496871233515912
    },
    {
     "name": "Gatorade",
     "score": 0.2485376967064704
    },
    {
     "name": "Doritos",
     "score": 0.23834303894819994
    }
   ],
   "ownership": "independent",
   "keyMarkets": [
    "United States"
   ],
   "popularity": 0.9332694817853571,
   "screenRank": 1,
   "foundedYear": 2005,
   "priceRangeUsd": [
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    {
     "name": "Food & Beverage",
     "score": 0.7305072539555804
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    {
     "name": "Food",
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   ],
   "knownPartnerships": [],
   "marketPositioning": "Accessible premium-quality Greek yogurt and dairy products emphasizing natural, high-protein nutrition for the mass market."
  },
  "shortlistAverages": {}
 },
 {
  "id": "t1-score",
  "label": "Composite score",
  "data": {
   "F": 62.76423327059856,
   "points": {
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    "m2": 5.525525525525525,
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    "m6": 5.652052889443847
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   "coverage": 1
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  "shortlistAverages": {
   "F": 54.798185502799505
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 }
]