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

$2

$2 -- customer acquisition cost for Carrot-Top (2025)

2025  · Shirofune

Carrot-Top's customer acquisition cost (CPA) was previously $1.75 before increasing significantly due to competitive bidding pressure.

  • Historical baseline CPA before rising competition drove costs up to over $29
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Attribution: Shirofune View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
$2
Unit
Currency Usd
Data Vintage
2025
Entity
Carrot-Top
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
Shirofune Primary Tier B
https://shirofune.io/case-studies/carrot-top ↗
Confidence: 53/100 Vintage: 2025 Channel: Deep Crawl
Source Article
Case Study: Carrot-Top | Boosted ROAS & Reduced CPA by 40% with AI-Powered Automation
The Challenges - Delayed reporting and slow optimizations led to missed opportunities for campaign optimization. - Rising competition and inefficient ad spend drove up costs, eroding profitability. - Fixed budget allocations across peak and off-seasons led to wasted ad spend and missed revenue oppor…
Original Research
Shirofune · Original study ↗

Self-reported pre-implementation figure: Carrot-Top's CPA rose from $1.75 to over $29 (value recorded as 29; actual figure stated as 'over $29') due to intensified bidding pressure from Amazon, Walmart, and The Home Depot raising CPCs on key search terms. No publication date stated.

Methodology documented
Industrymarketing
Plain Text
Carrot-Top: $2 customer acquisition cost. Source: Shirofune (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/carrot-top-cpa-rise-1-75-to-29
HTML Embed
<blockquote cite="https://lighthousedata.io/data/carrot-top-cpa-rise-1-75-to-29" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$2</strong> -- customer acquisition cost for Carrot-Top<br><small>Source: Shirofune (2025) · <a href="https://lighthousedata.io/data/carrot-top-cpa-rise-1-75-to-29" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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