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

3

3 -- paid media return on ad spend for Minerva AI customers (2026)

2026  · ContentGrip

Minerva cites early customer performance lifts of 3.4x in paid media ROAS.

  • Vendor-reported early performance lift cited at launch
  • Based on early customers without detailed baseline methodology disclosed
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Attribution: ContentGrip View source
Lighthouse Research Team
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Source verified Evidence graded
Value
3
Unit
Multiple
Data Vintage
2026
Entity
Minerva AI customers
B
Strong, reliable evidence

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

65/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
50
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
ContentGrip Primary Tier B
https://www.contentgrip.com/minerva-ai-consumer-marketing/ ↗
Confidence: 51/100 Vintage: 2026 Channel: Common Crawl
Source Article
Minerva’s $20M bet on agentic marketing data workflows
Minerva debuts an AI consumer marketing platform with $20M funding Minerva raises $20M to help marketers unify first-party data and automate data prep, modeling, and reporting with agentic workflows. Minerva has publicly launched an AI platform designed for consumer marketing teams, alongside a $20 …
Original Research
ContentGrip · Original study ↗

Early performance lift cited by Minerva AI.

Methodology documented
Industrymarketing
Plain Text
Minerva AI customers: 3 paid media return on ad spend. Source: ContentGrip (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/minerva_ai_paid_media_roas
HTML Embed
<blockquote cite="https://lighthousedata.io/data/minerva_ai_paid_media_roas" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>3</strong> -- paid media return on ad spend for Minerva AI customers<br><small>Source: ContentGrip (2026) · <a href="https://lighthousedata.io/data/minerva_ai_paid_media_roas" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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