Research

Research-driven insights unlock consumer sentiment to power smarter decisions and market innovation.

heptascore hemp consumer behavior research visual

Pennsylvania Department of Agriculture - heptascore & Hemp Consumer Behavior

heptaloop’s AI uncovers real-time sentiment patterns that predict purchase intent and behavior in the hemp retail market-empowering policy makers and brands with actionable, ground-truth insights.

  • Examines emotional sentiment using heptascore and its link to hemp purchase intent.
  • Finds strong correlations between positive sentiment and likelihood to buy.
  • Uncovers demographic pockets with unexpectedly high positivity.
  • Guides education and sentiment-based marketing to grow the category.
Learn More
Consumer trust in sustainability research visual

heptascore & Consumer Trust in Sustainability

  • Analyzes how emotion influences trust in eco-friendly claims.
  • Higher heptascores correlate with stronger trust and purchase intent.
  • Highlights generational differences in validation needs.
  • Optimizes sustainability messaging with sentiment intelligence.
Learn More
Financial news source credibility research visual

source reliability score & Financial News Credibility

  • Links source reliability score, or SRS, to investor confidence and actions.
  • Shows low SRS correlates with misinformation-driven decisions.
  • Higher SRS builds market trust and investment quality.
  • Recommends integrating credibility metrics into risk models.
Learn More
Känsla predictive retail marketing research visual

Känsla & AI-Driven Predictive Marketing for Retail

  • Uses Känsla (AI strategy assistant) to forecast responses to personalized messaging.
  • AI strategies lift engagement and conversion rates.
  • Predictive scores correlate with higher ROI and retention.
  • Positions AI-backed personalization as a competitive edge.
Learn More
Automotive emotion and loyalty research visual

Emotion AI & Brand Loyalty in Automotive

  • Measures how emotion influences loyalty across car brands.
  • heptascore predicts perception shifts after major events.
  • Negative sentiment correlates with brand switching risk.
  • Enables proactive engagement to protect reputation.
Learn More

Book A Meeting

Speak with an expert at a time that works for you

Let’s transform your strategy with heptaloop. See how our AI turns raw conversation into decisions.

✔ Personalized demo
✔ Map capabilities to your use-case
✔ Start making smarter, data-driven decisions