B Evidence Grade B Safe to Cite Recent

12

12 -- roas growth rate for mid-market brands (2025)

2025  · key-g.com

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Attribution: key-g.com View source
Lighthouse Research Team
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Source verified Evidence graded
Value
12
Unit
Multiple
Data Vintage
2025
Entity
mid-market brands
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
key-g.com Primary Tier B
https://key-g.com/blog/best-ai-tools-2026-for-digital-marketers-to-boost-campaigns ↗
Confidence: 72/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Best AI Tools 2026 for Digital Marketers to Boost Campaigns
Best AI Tools 2026 for Digital Marketers to Boost Campaigns Start with a two-tool stack: an AI-driven analytics platform and canva for rapid visual assets. This pairing builds campaigns that gain momentum and drives roas across multiple industries. Set clear targets for the quarter and watch automat…
Original Research
key-g.com · Original study ↗

Range midpoint

Industrymarketing
Plain Text
mid-market brands: 12 roas growth rate. Source: key-g.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-tools-2026-roas-gains
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<blockquote cite="https://lighthousedata.io/data/ai-tools-2026-roas-gains" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12</strong> -- roas growth rate for mid-market brands<br><small>Source: key-g.com (2025) · <a href="https://lighthousedata.io/data/ai-tools-2026-roas-gains" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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