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

5 -- average customer rating for Laurent Melinard (AI & automation trainer at alfie) (2026)

Name: Average Customer Rating Statistics
Creator: Lighthouse Intelligence
Published: 2026-09-05

2026 · n=203 · alfie (alfieformation.fr)

Laurent Melinard / alfie has an average customer rating of 4.85 based on 203 reviews.

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Attribution: alfie (alfieformation.fr) View source

Lighthouse Research Team

Last verified: 2026-09-05 · How we verify data →

Source verified Evidence graded

Value

Unit

Score

Data Vintage

2026

Entity

Laurent Melinard (AI & automation trainer at alfie)

Sample Size

203

Evidence Quality

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

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

alfie (alfieformation.fr) Primary Tier A

https://alfieformation.fr/formateurs/laurent-melinard/ ↗

Confidence: 57/100 Vintage: 2026 Channel: Common Crawl

Source Article

Laurent Melinard

Original Research

alfie (alfieformation.fr) · Original study ↗

Methodology

Average rating out of 5 displayed on alfieformation.fr trainer profile; review count (203) shown alongside; no rating period specified, so collection year used.

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

Laurent Melinard (AI & automation trainer at alfie): 5 average customer rating. Source: alfie (alfieformation.fr) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/laurent-melinard-avg-customer-rating

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<blockquote cite="https://lighthousedata.io/data/laurent-melinard-avg-customer-rating" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>5</strong> -- average customer rating for Laurent Melinard (AI & automation trainer at alfie)<br><small>Source: alfie (alfieformation.fr) (2026) · <a href="https://lighthousedata.io/data/laurent-melinard-avg-customer-rating" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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