Trust & Proof: AG Fraser Limited – Signal Evidence & AI Readability

AG Fraser Limited

(https://agfraser.co.uk) 📸 Data Snapshot: June 21, 2026
Trust & Proof — The Lens

Count trust words (review, testimonial, rating, verified) against real outbound proof links (Google, Trustpilot, Clutch, G2, Yelp). Lots of trust language with zero verification links is trust theatre. Unlinked logo galleries count against it.

Trust & Proof Verifiable evidence vs. Trust Theatre.
9 Impact Weight: 20 / 100
45% Reputation

The site displays trust theatre through inconsistent data; the clean text claims a ‘9.9 on Checkatrade’ based on ‘670 customer reviews,’ while the structured JSON-LD schema only reports a ‘reviewCount’ of 420. This discrepancy of 250 reviews indicates that trust signals are manually inflated or unmaintained. Furthermore, there is no visible Gas Safe registration number in the text, which is a mandatory proof expectation for this industry.

Proof density is dangerously low, relying almost exclusively on three short testimonials. There are zero links to manufacturer accreditations (e.g., Worcester Bosch, Vaillant) or insurance details, which are standard for high-substance trade sites. The only external proof path is a single mention of Checkatrade, which is contradicted by internal metadata.

Trust & Proof is read by weighing trust language against real verification. Below is the page-by-page tally of review mentions and external proof links, then the schema markup that may (or may not) declare verifiable ratings and identity proof.

🛡️ Trust Signals — reviews, proof links, trust-theatre check
40Review mentions (all pages)
1External proof links (all pages)
PageReviewsProof links
/ (home) 40 1
/services-and-repairs/ 0 0
/new-boilers/ 0 0
/cdn-cgi/l/email-protection/ 0 0
🔗 Identity & Technical Layer — schema JSON-LD: declared ratings, reviews & identity proof
Homepage schema
{
    "@context": "http://schema.org",
    "@type": "Plumber",
    "address": {
        "@type": "PostalAddress",
        "addressLocality": "Wigan",
        "addressRegion": "Greater Manchester",
        "postalCode": "WN3 6TE",
        "streetAddress": "Kirkstile Crescent"
    },
    "name": "AG Fraser",
    "url": "https://agfraser.co.uk",
    "email": "talk@agfraser.co.uk",
    "telephone": "08006346584",
    "leiCode": "11522417",
    "legalName": "AG Fraser Limited",
    "description": "AG Fraser is a boiler installation, repair, and central heating installation / upgrade company based in the North West of England.",
    "image": "https://agfraser.co.uk/assets/img/brand/logo-house.png",
    "logo": "https://agfraser.co.uk/assets/img/brand/logo-text.png",
    "openingHours": [
        "Mo-Fr 08:00-18:00",
        "Sa 09:00-13:00"
    ],
    "aggregateRating": {
        "@type": "AggregateRating",
        "ratingValue": "5",
        "reviewCount": "420",
        "bestRating": "5"
    }
}
/services-and-repairs/ — no schema detected (entity gap)
/new-boilers/ — no schema detected (entity gap)
/cdn-cgi/l/email-protection/ — no schema detected (entity gap)