B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Current

1

1 -- brand sentiment score for Superlines (AI search brand sentiment) (2026)

2026  · Superlines

Superlines had a brand sentiment score of +0.72 in AI search tracking.

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Attribution: Superlines View source
Lighthouse Research Team
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Source verified Evidence graded
Value
1
Unit
Score
Data Vintage
2026
Entity
Superlines (AI search brand sentiment)
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Superlines Primary Tier A
https://www.superlines.io/cookbook/control-brand-narrative-ai-search/ ↗
Confidence: 57/100 Vintage: 2026 Channel: Deep Crawl
Source Article
How to Control Your Brand Narrative in AI Search: From Mentioned to Recommended
How to Control Your Brand Narrative in AI Search: From Mentioned to Recommended Learn how to move beyond just being mentioned by AI engines to being actively recommended. This guide covers diagnosing the gap between how you want to be described and how AI actually describes you, converting neutral m…
Original Research
Superlines · Original study ↗

Superlines platform first-party sentiment tracking; competitive set sentiment range stated as +0.72 (Superlines) to +0.86 (Peec AI)

Methodology documented
Industrymarketing
Plain Text
Superlines (AI search brand sentiment): 1 brand sentiment score. Source: Superlines (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/superlines-ai-search-brand-sentiment-score
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<blockquote cite="https://lighthousedata.io/data/superlines-ai-search-brand-sentiment-score" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>1</strong> -- brand sentiment score for Superlines (AI search brand sentiment)<br><small>Source: Superlines (2026) · <a href="https://lighthousedata.io/data/superlines-ai-search-brand-sentiment-score" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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