AI Brand Portrayal Tracker
Active Queries
Total Runs
Weighted Visibility Index
0–100 scale
Mention Rate
Queries where Nike appears
First-Mention Rate
Nike mentioned first
Owned Source Penetration
Runs citing owned domains
Visibility Trend (30 days)
Weighted Visibility Index per configured targetVisibility by Category
Model Comparison
Latest run per query, provider, and model. Winners are highlighted per metric.
gpt-4o | 100% | 100% | 0% | 53% | 89/89 | |
claude-sonnet-4-6 | 100% | 93% | 0% | 45% | 89/89 |
Model Disagreements
Queries where providers disagree on presence, rank, or cited sources. Sorted by priority weight × disagreement magnitude.
Is Nike still the leading sportswear brand?
Overall
31%
×5 = 1.53
What makes Nike different from other sportswear brands?
Overall
28%
×5 = 1.39
is nike actually the best sports brand anymore
Overall
28%
×5 = 1.39
Is Nike a premium brand?
Overall
31%
×4 = 1.22
What is Nike best known for?
Overall
28%
×4 = 1.11
Nike or Adidas, which is better overall
Overall
20%
×5 = 1
for running, is nike better than hoka now
Overall
20%
×5 = 1
What are Nike's most innovative running shoes?
Overall
20%
×5 = 1
Is Nike good for serious runners?
Overall
20%
×5 = 1
Are Nike shoes good for marathon training?
Overall
20%
×5 = 1
Is Nike still leading in performance footwear innovation?
Overall
20%
×5 = 1
are nike running shoes all hype or actually good
Overall
20%
×5 = 1
What technology does Nike use in running shoes?
Overall
19%
×5 = 0.97
Are Nike shoes overpriced?
Overall
17%
×5 = 0.83
Is Nike better value than Adidas?
Overall
17%
×5 = 0.83
Best athletic shoes compared
Overall
20%
×4 = 0.8
Nike vs New Balance
Overall
20%
×4 = 0.8
is new balance beating nike right now
Overall
20%
×4 = 0.8
Why is Nike so popular?
Overall
20%
×4 = 0.8
why do people still buy nike over other brands
Overall
20%
×4 = 0.8
Category Performance
| Category | Visibility Score | Mention Rate | First Mention | Absence Rate | Queries |
|---|---|---|---|---|---|
| Direct Brand | 100% | 71% | 0% | 7 | |
| Performance & Innovation | 100% | 56% | 0% | 9 | |
| Footwear & Product Choice | 100% | 100% | 0% | 9 | |
| Style & Culture | 100% | 100% | 0% | 9 | |
| Value & Price Perception | 100% | 100% | 0% | 8 | |
| Sustainability & Ethics | 100% | 100% | 0% | 8 | |
| Comparisons | 100% | 100% | 0% | 13 | |
| Running & Training | 100% | 100% | 0% | 9 | |
| Basketball & Athlete | 100% | 100% | 0% | 6 | |
| Skepticism & Criticism | 100% | 100% | 0% | 11 |
Top Opportunities
High-priority queries with weak performance
Is Nike still the leading sportswear brand?
Critical
Is Nike overhyped?
Critical
Nike vs Adidas
Critical
Nike vs ASICS for marathon training
Critical
What technology does Nike use in running shoes?
Critical
Is Nike losing relevance?
Critical
Has Nike quality gone down?
Critical
Are Nike shoes less durable than they used to be?
Critical
Movers
Run queries multiple times to see movers.
Performance by Query Style
Structured research-style prompts vs. consumer-voice natural questions
Structured
62 queries
Mention
100%
First
92%
Absent
0%
Consumer voice
27 queries
Mention
100%
First
96%
Absent
0%
Top Domains (latest runs)
Source Type Mix
Source Intelligence by Provider
Combined view above; per-target source mix belowclaude:claude-sonnet-4-6
Owned
6%
Top type
review
openai:gpt-4o
Owned
10%
Top type
review
Prioritized Recommendations
1 action identifiedOwned source penetration too low
Owned sources absent from 51% of sourced queries. Invest in citable owned content and editorial links back to owned depth.
Why this recommendation
Only 49% of sourced queries include an owned domain.
▸ View evidence
{
"patternDescription": "Owned source absent in majority of sourced queries",
"aggregationPolicy": "combined_latest_per_query_provider_model",
"targets": [
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],
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]
}What you're looking at
Deterministic LLM brand intelligence
This demo uses fixture model responses processed through the same analysis, scoring and recommendation engines Sablebourne uses in production. Swap the brand profile to track any brand.