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Intent Elements · US · Verified

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US Wine Search Data: Selection Factors and Occasions

This dataset examines search interest for wine in the US market. It details consumer entry points, selection criteria, and usage occasions.

Content gate: evidence supports an attributed draft. Scope review and publication approval are still done by a person.

nodes 112relations 231age 4.8 daysread: 0 Lima

15 elements preview

Top 3 per element by search volume (monthly average). Full nodes and evidence come from intent_elements over the API or MCP.

Decision layer
CEP · Buying situationThe trigger, situation, problem or moment that creates the need
  • General interest in wine types and brands
  • Interest in wine tasting experiences
  • Interest in making wine at home
+3
OccasionWhen, where, how often and with what it is used after purchase
  • Wine tasting event
  • Meal pairing
  • Cooking ingredient
+4
Nano intentThe specific result or task wanted in that situation
  • Locate wine tasting venues or events
  • Find specific wine types 29,100
  • Find specific wine brands or products 6,600
+2
KBF · Choice criteriaCriteria for comparing and choosing (must-have, preferred, situational)
  • Wine Type/Varietal
  • Taste Profile 54,666
  • Origin/Region 29,933
+4
ConstraintConditions that narrow the choice (budget, time, eligibility, rules, compatibility, channel, skill)
  • Geographical location
  • Non-alcoholic requirement 676
  • Specific information source preference 440
+1
ThresholdRecurring consumer cut-off values, always with a number and unit
  • Price under $20
  • Volume of 1 gallon
  • 50°F · 24 to 48 hours
+4
AvoidanceFears, complaints and risks that cause rejection or drop-off
  • Negative experience or poor value
  • Health risks or negative effects
  • Undesirable taste or flavor
Knowledge layer
HeuristicPractical rules in the form "if this, then do that"
  • To make white wine from fresh grapes, you must immediately separate the freshly pressed juice from the skins, seeds, and stems before starting fermentation.
  • Cleanliness is essential in winemaking to prevent bad bacteria and wild spoilage organisms from ruining the juice.
  • Immediately separating juice from solid skins and seeds prevents white wine from turning red, orange, or overly tannic.
+8
ConventionRules repeated across brands and documents; may be folk belief, so review it
  • Wine is categorized into five main types based on production method and grapes used: red, white, rosé, sparkling, and dessert wine.
  • Red wine is made from dark-skinned grapes fermented with their skins, which impart color and tannins.
  • White wine is primarily made from green or yellow grapes fermented without their skins.
+5
ExpectationThe level consumers take for granted; falling short causes complaints
  • White wine fermentation typically takes between one and two weeks.
PitfallConditions that cost you if unknown: counterexamples, exceptions, hidden costs
  • Breaking grape seeds during crushing can make the wine bitter.
Trade-offGaining one thing means losing another
  • Pinot Noir is a light-bodied wine with red fruit flavors and low to moderate tannins, contrasting with Cabernet Sauvignon's bold, full-bodied profile featuring dark fruit flavors and firm tannins.
BenchmarkA measured difference between two options
  • Wine flights at The Red Hook Winery typically cost approximately $15–$20 for 3 or 6 pours.

Elements not found in this topic: RTB · Reason to believe, Stance

What this topic shows

  • Wine type and varietal represents the largest key buying factor with a search volume of 85,000.
  • Under occasions, wine tasting events record 60,500 in search volume, followed by meal pairing at 46,733.
  • For constraints, geographical location shows a search volume of 60,500, aligning with the intent to locate venues.

The summary was written by a language model from the data above; numbers not in the data were removed.

Journey hubs
  • champagne vs sparkling wine 2,066
  • difference between champagne and sparkling wine 1,000
  • what is sparkling wine 1,300
  • is sparkling wine champagne 5,400
  • is champagne white wine 320
  • champagne or sparkling wine for mimosa 10

Queries where searches gather, with monthly volume. The order people move between them is not confirmed yet.

Limits of this topic
  • This intent knowledge graph does not include detailed information on specific flavor profiles beyond general descriptors like 'sweet' or 'dry'.
  • It lacks comprehensive data on wine pairings with specific foods, except for general meal contexts like 'Thanksgiving dinner'.
  • The intent knowledge graph does not cover the full spectrum of wine production processes, focusing mainly on beginner-level home winemaking.
How an agent uses this topic (API·MCP)
  • Which key buying factors have the highest search volume in the US wine market?
  • What are the search volumes for different wine consumption occasions such as meal pairing and cooking?
  • What specific price and preparation thresholds are tracked in the US wine search intent data?
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REST: GET https://daas.listeningmind.ai/v1/topics/7cbee00598d6/elements?types=cep,kbf,avoidance&max_lima=70 · 70 Lima · first 2 free

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Related definitions and apps

DefinitionsIntent knowledge graph (IKG)15 intent elementsCEP · Buying situationKBF · Choice criteriaSearch journey

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