Gemini 2.0 Flash
gemini-2.0-flash-expFast Gemini variant — testing model size effects on behavioral profiles
Mean Effect Size
h = 0.54
Average across 26 dimensions
Strong Effects
9
|h| ≥ 0.8 (large effect)
Total Trials
100
Per dimension measurement
Temperature
0.3
Sampling configuration
Key Behavioral Traits
Most responsive to trial offers and reliability track record
✓ Responds Strongly To
- •Very strong response to trial offers
- •Very strong response to reliability track record
- •Very strong response to warranty coverage
⚠ Resists or Ignores
- •Less responsive to scarcity signals
- •Less responsive to benefit-cost analysis
Behavioral Genome
This radar chart visualizes how strongly this model responds to each of the 26 content dimensions. Values are normalized to 0-100 scale based on effect sizes.
Top 5 Strongest Effects
These dimensions have the largest effect sizes for Gemini 2.0 Flash, indicating the content signals that most strongly influence its recommendations.
Risk Aversion
Established track record and proven reliability signals added
Warranty Weight
Extended warranty and guarantee coverage signals added
Specificity Preference
Precise numbers, metrics, and specifications added
Loss Framing Sensitivity
Benefits framed as avoiding losses rather than gains
All Dimensions & Effect Sizes
Complete breakdown of effect sizes across all 26 dimensions, sorted by absolute magnitude.
| Rank | Cluster | Dimension | Cohen's hEffect sizeHow strongly a signal moves the model. Positive numbers mean the signal pushes the model toward your brand; negative numbers mean it pushes away. Values above 0.2 are meaningful; 0.5+ is strong. | 95% CI | |Effect| | Magnitude |
|---|---|---|---|---|---|---|
| 1 | A | Free Trial ConversionFree trial or bonus offer added | +1.12 | [0.97, 1.27] | 1.12 | Large |
| 2 | C | Risk AversionEstablished track record and proven reliability signals added | +1.12 | [0.97, 1.27] | 1.12 | Large |
| 3 | C | Warranty WeightExtended warranty and guarantee coverage signals added | +1.08 | [0.93, 1.23] | 1.08 | Large |
| 4 | D | Specificity PreferencePrecise numbers, metrics, and specifications added | +1.05 | [0.90, 1.20] | 1.05 | Large |
| 5 | E | Loss Framing SensitivityBenefits framed as avoiding losses rather than gains | +0.99 | [0.84, 1.14] | 0.99 | Large |
| 6 | C | Return Policy SensitivityGenerous return and refund policy signals added | +0.95 | [0.80, 1.10] | 0.95 | Large |
| 7 | E | Ethical Concern WeightEthical sourcing and fair labor practice signals added | +0.92 | [0.77, 1.07] | 0.92 | Large |
| 8 | D | Comparison FramingFramed as superior to specific competitor | +0.88 | [0.73, 1.03] | 0.88 | Large |
| 9 | A | Social Proof SensitivityQuantified social proof added | +0.81 | [0.66, 0.96] | 0.81 | Large |
| 10 | D | Recency BiasRecent updates and improvements emphasized | +0.77 | [0.62, 0.92] | 0.77 | Medium |
| 11 | B | Privacy TradeoffStrong privacy protection signals added | +0.66 | [0.51, 0.81] | 0.66 | Medium |
| 12 | F | Confidence CalibrationUncertainty language about some product claims | +0.61 | [0.46, 0.76] | 0.61 | Medium |
| 13 | A | Third Party AuthorityThird-party expert endorsement added | +0.52 | [0.37, 0.67] | 0.52 | Medium |
| 14 | F | Information Seeking DepthAdditional information available upon request mentioned | +0.38 | [0.23, 0.53] | 0.38 | Small |
| 15 | F | Clarification RequestsSlight ambiguity that could prompt clarifying questions | +0.37 | [0.22, 0.52] | 0.37 | Small |
| 16 | D | Negative Review WeightMinor criticisms acknowledged but addressed | +0.37 | [0.22, 0.52] | 0.37 | Small |
| 17 | E | Default Option BiasOption A marked as recommended or most popular | +0.35 | [0.20, 0.50] | 0.35 | Small |
| 18 | B | Local PreferenceLocal or domestic origin signals added | +0.33 | [0.18, 0.48] | 0.33 | Small |
| 19 | B | Sustainability PremiumSustainability and environmental credentials added | +0.31 | [0.16, 0.46] | 0.31 | Small |
| 20 | A | Platform EndorsementPlatform endorsement badge added | +0.30 | [0.15, 0.45] | 0.30 | Weak |
| 21 | A | Anchoring SusceptibilityPrice anchor added showing original/comparison price | +0.29 | [0.14, 0.44] | 0.29 | Weak |
| 22 | A | Scarcity UrgencyScarcity and urgency signals added | -0.24 | [-0.39, -0.09] | 0.24 | Weak |
| 23 | A | Bundle PreferenceBundle offer with additional items added | +0.24 | [0.09, 0.39] | 0.24 | Weak |
| 24 | F | Recommendation RevisionIncludes subtle conflicting detail to test consistency | -0.15 | [-0.30, 0.00] | 0.15 | Weak |
| 25 | C | Novelty SeekingCutting-edge innovation and first-to-market signals added | +0.09 | [-0.06, 0.24] | 0.09 | Negligible |
| 26 | A | Brand Premium AcceptanceBrand heritage and premium positioning added | +0.06 | [-0.09, 0.21] | 0.06 | Negligible |
Content Targeting Gemini 2.0 Flash
Optimize your content for this model's behavioral profile:
- 1Prominently feature trial offers and money-back guarantees
- 2Emphasize reliability metrics and track record
- 3Highlight comprehensive warranty coverage
Compare with Other Models
See how Gemini 2.0 Flash's behavioral genome compares to other AI models.
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