Training Example: Lemans – Review the Data, Give Your Score & Compare to the Real AI Evaluation

Industry Context — Common BS Fingerprints in Accounting, Tax & Bookkeeping
Generic Claims: save you money, maximize your deductions, peace of mind, we handle the numbers so you can focus on your business…
Red Flags: no named partners or qualified professionals, guaranteed refund amounts without seeing records, no professional body affiliations listed, stock photos of calculators and spreadsheets…
Semantic Drift Patterns: homepage claims advisory but services page lists only compliance, homepage targets enterprises but pricing page shows freelancer plans, homepage says proactive but content only describes reactive filing, claims industry specialization but services are generic across all sectors…
Proof Expectations: named client testimonials with business names, specific tax savings amounts achieved, professional body membership numbers, named qualifications (CPA, ACA, ACCA, CTA)…

Lemans

(http://www.lemans.co.uk) 📸 Data Snapshot: May 22, 2026

Analyze the raw signals below. How would a machine score this business’s credibility?

Here are the exact signals captured from up to six pages of the site — the same raw inputs the evaluation engine analyzed. They are grouped by signal type so you can weigh each the way the machine does.

🏗️ Semantic Structure — heading hierarchy & page identity (Info Density · Commodity Fingerprint)
HOMEPAGE Accountants in Nottingham : Lemans (http://www.lemans.co.uk)
Title

Accountants in Nottingham : Lemans

Meta

Lemans is a firm of Chartered Certified Accountants based in Nottingham offering accounts, taxation, business advisory and support services to a wide range of businesses and individuals.

H1 Welcome to Lemans online.
H2 Accessibility links
H2 Compliance Services
H2 Support Services
H2 Payroll Services
H3 About Us
H3 Services
H3 Contact Us
H3 Lemans testimonials
H4 Accountants based in Nottingham, UK
H4 Address
H4 Contact us today!
H5 Opening hours
H5 Quick links
H5 Company links
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Nottingham Accountants : Read About Lemans (http://lemans.co.uk/about-us/)
Title

Nottingham Accountants : Read About Lemans

H1 About Us
H2 Accessibility links
H2 About Lemans
H2 Our Experience
H4 Our Team
H4 Current Vacancies
H4 Address
H4 Contact us today!
H5 Opening hours
H5 Quick links
H5 Company links
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Accountancy Services Nottingham : Lemans Chartered Certified Accountants (http://lemans.co.uk/services/)
Title

Accountancy Services Nottingham : Lemans Chartered Certified Accountants

H1 Services
H2 Accessibility links
H3 Academies
H3 Accounts Preparation
H3 Audit & Assurance Services
H3 Business start-up
H3 Company Secretarial Services
H3 Compliance services
H3 Consultancy & systems advice
H3 Information Technology
H3 Pensions, Life Assurance and Investment
H3 Management Accounts
H3 Payroll Services
H3 Probate Work and Estate Management
H3 Support services
H3 Taxation
H4 Address
H4 Contact us today!
H5 Opening hours
H5 Quick links
H5 Company links
NAV_HEADER_HEADING_REPEATED_FOOTER News Nottingham : Lemans (http://lemans.co.uk/news/)
Title

News Nottingham : Lemans

H1 News
H2 Accessibility links
H3 Autumn Budget
H3 Spring Statement
H3 Hot Topic
H3 Newsletters
H3 Latest News for Business
H4 Address
H4 Contact us today!
H5 Opening hours
H5 Quick links
H5 Company links
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Local Accountants in Nottingham : Lemans (http://lemans.co.uk/contact-us/)
Title

Local Accountants in Nottingham : Lemans

H1 Contact us
H2 Accessibility links
H2 Quick contact form
H4 Our office
H4 Address
H4 Contact us today!
H5 Opening hours
H5 Quick links
H5 Company links
NAV_HEADER_REPEATED_BODY Factsheets Nottingham : Lemans (http://lemans.co.uk/factsheets/)
Title

Factsheets Nottingham : Lemans

H1 Factsheets
H2 Accessibility links
H3 Capital taxes
H3 Corporate and business tax
H3 Employment and related matters
H3 Employment issues (tax)
H3 General business
H3 ICT
H3 Pensions
H3 Personal tax
H3 Specialist areas
H3 Starting up in business
H3 VAT
H4 Address
H4 Contact us today!
H5 Opening hours
H5 Quick links
H5 Company links
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE · THIN (http://www.lemans.co.uk) Accountants in Nottingham : Lemans

                            
0 chars
SUB-PAGE · THIN (http://lemans.co.uk/about-us/) Nottingham Accountants : Read About Lemans

                            
0 chars
SUB-PAGE · THIN (http://lemans.co.uk/services/) Accountancy Services Nottingham : Lemans Chartered Certified Accountants

                            
0 chars
SUB-PAGE · THIN (http://lemans.co.uk/news/) News Nottingham : Lemans

                            
0 chars
SUB-PAGE · THIN (http://lemans.co.uk/contact-us/) Local Accountants in Nottingham : Lemans

                            
0 chars
SUB-PAGE · THIN (http://lemans.co.uk/factsheets/) Factsheets Nottingham : Lemans

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
27Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 6 0
/about-us/ 4 0
/services/ 4 0
/news/ 5 0
/contact-us/ 4 0
/factsheets/ 4 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://www.schema.org",
    "@graph": [
        {
            "@type": "AccountingService",
            "name": "Lemans",
            "url": "https://www.lemans.co.uk",
            "logo": "https://www.lemans.co.uk/img/logo.png",
            "image": "https://www.lemans.co.uk/img/logo.png",
            "description": "Lemans are accountants in Nottingham (near the Arboretum) with clients across the area.",
            "priceRange": "£££",
            "areaServed": [
                "Nottingham"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "29 Arboretum Street",
                "addressLocality": "Nottingham",
                "addressRegion": "Nottinghamshire",
                "postalCode": "NG1 4JA",
                "addressCountry": "GB",
                "telephone": "0115 978 7291"
            },
            "geo": {
                "@type": "GeoCoordinates",
                "latitude": "52.96223",
                "longitude": "-1.15786"
            },
            "hasMap": "https://www.google.co.uk/maps/place/Lemans+-+Chartered+Certified+Accountants+and+Business+Advisors/@52.9622845,-1.1578568,17z/",
            "openingHours": "Mo, Tu, We, Th, Fr 08:00-17:00",
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "0115 978 7291",
                "contactType": "Customer Support"
            },
            "aggregateRating": {
                "@type": "AggregateRating",
                "ratingValue": "5.0",
                "reviewCount": "1"
            }
        },
        {
            "@context": "https://schema.org",
            "@type": "Organization",
            "name": "Lemans",
            "legalName": "Lemans",
            "url": "https://www.lemans.co.uk",
            "sameAs": [
                "https://find.icaew.com/firms/nottingham/lemans-bas/ZXAJtA",
                "https://www.auditregister.org.uk/Firm/FirmDetails/3352948",
                "https://www.accaglobal.com/gb/en/member/find-an-accountant/find-firm/results/details.html?isocountry=GB&location=&country=UK&firmname=lemans&organisationid=ACCA",
                "http://google.com/maps?cid=8333164717642282340"
            ]
        },
        {
            "@context": "https://schema.org",
            "@type": "WebSite",
            "name": "Lemans",
            "alternateName": [
                "Lemans Chartered Certified Accountants"
            ],
            "url": "https://www.lemans.co.uk"
        }
    ]
}
/about-us/
{
    "@context": "https://www.schema.org",
    "@graph": [
        {
            "@type": "AccountingService",
            "name": "Lemans",
            "url": "https://www.lemans.co.uk/about-us",
            "logo": "https://www.lemans.co.uk/img/logo.png",
            "image": "https://www.lemans.co.uk/img/logo.png",
            "description": "Lemans are accountants in Nottingham (near the Arboretum) with clients across the area.",
            "priceRange": "£££",
            "areaServed": [
                "Nottingham"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "29 Arboretum Street",
                "addressLocality": "Nottingham",
                "addressRegion": "Nottinghamshire",
                "postalCode": "NG1 4JA",
                "addressCountry": "GB",
                "telephone": "0115 978 7291"
            },
            "geo": {
                "@type": "GeoCoordinates",
                "latitude": "52.96223",
                "longitude": "-1.15786"
            },
            "hasMap": "https://www.google.co.uk/maps/place/Lemans+-+Chartered+Certified+Accountants+and+Business+Advisors/@52.9622845,-1.1578568,17z/",
            "openingHours": "Mo, Tu, We, Th, Fr 08:00-17:00",
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "0115 978 7291",
                "contactType": "Customer Support"
            },
            "aggregateRating": {
                "@type": "AggregateRating",
                "ratingValue": "5.0",
                "reviewCount": "1"
            }
        },
        {
            "@context": "https://schema.org",
            "@type": "Organization",
            "name": "Lemans",
            "legalName": "Lemans",
            "url": "https://www.lemans.co.uk",
            "sameAs": [
                "https://find.icaew.com/firms/nottingham/lemans-bas/ZXAJtA",
                "https://www.auditregister.org.uk/Firm/FirmDetails/3352948",
                "https://www.accaglobal.com/gb/en/member/find-an-accountant/find-firm/results/details.html?isocountry=GB&location=&country=UK&firmname=lemans&organisationid=ACCA",
                "http://google.com/maps?cid=8333164717642282340"
            ]
        },
        {
            "@context": "https://schema.org",
            "@type": "WebSite",
            "name": "Lemans",
            "alternateName": [
                "Lemans Chartered Certified Accountants"
            ],
            "url": "https://www.lemans.co.uk"
        }
    ]
}
/services/
{
    "@context": "https://www.schema.org",
    "@graph": [
        {
            "@type": "AccountingService",
            "name": "Lemans",
            "url": "https://www.lemans.co.uk/services",
            "logo": "https://www.lemans.co.uk/img/logo.png",
            "image": "https://www.lemans.co.uk/img/logo.png",
            "description": "Lemans are accountants in Nottingham (near the Arboretum) with clients across the area.",
            "priceRange": "£££",
            "areaServed": [
                "Nottingham"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "29 Arboretum Street",
                "addressLocality": "Nottingham",
                "addressRegion": "Nottinghamshire",
                "postalCode": "NG1 4JA",
                "addressCountry": "GB",
                "telephone": "0115 978 7291"
            },
            "geo": {
                "@type": "GeoCoordinates",
                "latitude": "52.96223",
                "longitude": "-1.15786"
            },
            "hasMap": "https://www.google.co.uk/maps/place/Lemans+-+Chartered+Certified+Accountants+and+Business+Advisors/@52.9622845,-1.1578568,17z/",
            "openingHours": "Mo, Tu, We, Th, Fr 08:00-17:00",
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "0115 978 7291",
                "contactType": "Customer Support"
            },
            "aggregateRating": {
                "@type": "AggregateRating",
                "ratingValue": "5.0",
                "reviewCount": "1"
            }
        },
        {
            "@context": "https://schema.org",
            "@type": "Organization",
            "name": "Lemans",
            "legalName": "Lemans",
            "url": "https://www.lemans.co.uk",
            "sameAs": [
                "https://find.icaew.com/firms/nottingham/lemans-bas/ZXAJtA",
                "https://www.auditregister.org.uk/Firm/FirmDetails/3352948",
                "https://www.accaglobal.com/gb/en/member/find-an-accountant/find-firm/results/details.html?isocountry=GB&location=&country=UK&firmname=lemans&organisationid=ACCA",
                "http://google.com/maps?cid=8333164717642282340"
            ]
        },
        {
            "@context": "https://schema.org",
            "@type": "WebSite",
            "name": "Lemans",
            "alternateName": [
                "Lemans Chartered Certified Accountants"
            ],
            "url": "https://www.lemans.co.uk"
        }
    ]
}
/news/
{
    "@context": "https://www.schema.org",
    "@graph": [
        {
            "@type": "AccountingService",
            "name": "Lemans",
            "url": "https://www.lemans.co.uk/news",
            "logo": "https://www.lemans.co.uk/img/logo.png",
            "image": "https://www.lemans.co.uk/img/logo.png",
            "description": "Lemans are accountants in Nottingham (near the Arboretum) with clients across the area.",
            "priceRange": "£££",
            "areaServed": [
                "Nottingham"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "29 Arboretum Street",
                "addressLocality": "Nottingham",
                "addressRegion": "Nottinghamshire",
                "postalCode": "NG1 4JA",
                "addressCountry": "GB",
                "telephone": "0115 978 7291"
            },
            "geo": {
                "@type": "GeoCoordinates",
                "latitude": "52.96223",
                "longitude": "-1.15786"
            },
            "hasMap": "https://www.google.co.uk/maps/place/Lemans+-+Chartered+Certified+Accountants+and+Business+Advisors/@52.9622845,-1.1578568,17z/",
            "openingHours": "Mo, Tu, We, Th, Fr 08:00-17:00",
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "0115 978 7291",
                "contactType": "Customer Support"
            },
            "aggregateRating": {
                "@type": "AggregateRating",
                "ratingValue": "5.0",
                "reviewCount": "1"
            }
        },
        {
            "@context": "https://schema.org",
            "@type": "Organization",
            "name": "Lemans",
            "legalName": "Lemans",
            "url": "https://www.lemans.co.uk",
            "sameAs": [
                "https://find.icaew.com/firms/nottingham/lemans-bas/ZXAJtA",
                "https://www.auditregister.org.uk/Firm/FirmDetails/3352948",
                "https://www.accaglobal.com/gb/en/member/find-an-accountant/find-firm/results/details.html?isocountry=GB&location=&country=UK&firmname=lemans&organisationid=ACCA",
                "http://google.com/maps?cid=8333164717642282340"
            ]
        },
        {
            "@context": "https://schema.org",
            "@type": "WebSite",
            "name": "Lemans",
            "alternateName": [
                "Lemans Chartered Certified Accountants"
            ],
            "url": "https://www.lemans.co.uk"
        }
    ]
}
/contact-us/
{
    "@context": "https://www.schema.org",
    "@graph": [
        {
            "@type": "AccountingService",
            "name": "Lemans",
            "url": "https://www.lemans.co.uk/contact-us",
            "logo": "https://www.lemans.co.uk/img/logo.png",
            "image": "https://www.lemans.co.uk/img/logo.png",
            "description": "Lemans are accountants in Nottingham (near the Arboretum) with clients across the area.",
            "priceRange": "£££",
            "areaServed": [
                "Nottingham"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "29 Arboretum Street",
                "addressLocality": "Nottingham",
                "addressRegion": "Nottinghamshire",
                "postalCode": "NG1 4JA",
                "addressCountry": "GB",
                "telephone": "0115 978 7291"
            },
            "geo": {
                "@type": "GeoCoordinates",
                "latitude": "52.96223",
                "longitude": "-1.15786"
            },
            "hasMap": "https://www.google.co.uk/maps/place/Lemans+-+Chartered+Certified+Accountants+and+Business+Advisors/@52.9622845,-1.1578568,17z/",
            "openingHours": "Mo, Tu, We, Th, Fr 08:00-17:00",
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "0115 978 7291",
                "contactType": "Customer Support"
            },
            "aggregateRating": {
                "@type": "AggregateRating",
                "ratingValue": "5.0",
                "reviewCount": "1"
            }
        },
        {
            "@context": "https://schema.org",
            "@type": "Organization",
            "name": "Lemans",
            "legalName": "Lemans",
            "url": "https://www.lemans.co.uk",
            "sameAs": [
                "https://find.icaew.com/firms/nottingham/lemans-bas/ZXAJtA",
                "https://www.auditregister.org.uk/Firm/FirmDetails/3352948",
                "https://www.accaglobal.com/gb/en/member/find-an-accountant/find-firm/results/details.html?isocountry=GB&location=&country=UK&firmname=lemans&organisationid=ACCA",
                "http://google.com/maps?cid=8333164717642282340"
            ]
        },
        {
            "@context": "https://schema.org",
            "@type": "WebSite",
            "name": "Lemans",
            "alternateName": [
                "Lemans Chartered Certified Accountants"
            ],
            "url": "https://www.lemans.co.uk"
        }
    ]
}
/factsheets/
{
    "@context": "https://www.schema.org",
    "@graph": [
        {
            "@type": "AccountingService",
            "name": "Lemans",
            "url": "https://www.lemans.co.uk/factsheets",
            "logo": "https://www.lemans.co.uk/img/logo.png",
            "image": "https://www.lemans.co.uk/img/logo.png",
            "description": "Lemans are accountants in Nottingham (near the Arboretum) with clients across the area.",
            "priceRange": "£££",
            "areaServed": [
                "Nottingham"
            ],
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "29 Arboretum Street",
                "addressLocality": "Nottingham",
                "addressRegion": "Nottinghamshire",
                "postalCode": "NG1 4JA",
                "addressCountry": "GB",
                "telephone": "0115 978 7291"
            },
            "geo": {
                "@type": "GeoCoordinates",
                "latitude": "52.96223",
                "longitude": "-1.15786"
            },
            "hasMap": "https://www.google.co.uk/maps/place/Lemans+-+Chartered+Certified+Accountants+and+Business+Advisors/@52.9622845,-1.1578568,17z/",
            "openingHours": "Mo, Tu, We, Th, Fr 08:00-17:00",
            "contactPoint": {
                "@type": "ContactPoint",
                "telephone": "0115 978 7291",
                "contactType": "Customer Support"
            },
            "aggregateRating": {
                "@type": "AggregateRating",
                "ratingValue": "5.0",
                "reviewCount": "1"
            }
        },
        {
            "@context": "https://schema.org",
            "@type": "Organization",
            "name": "Lemans",
            "legalName": "Lemans",
            "url": "https://www.lemans.co.uk",
            "sameAs": [
                "https://find.icaew.com/firms/nottingham/lemans-bas/ZXAJtA",
                "https://www.auditregister.org.uk/Firm/FirmDetails/3352948",
                "https://www.accaglobal.com/gb/en/member/find-an-accountant/find-firm/results/details.html?isocountry=GB&location=&country=UK&firmname=lemans&organisationid=ACCA",
                "http://google.com/maps?cid=8333164717642282340"
            ]
        },
        {
            "@context": "https://schema.org",
            "@type": "WebSite",
            "name": "Lemans",
            "alternateName": [
                "Lemans Chartered Certified Accountants"
            ],
            "url": "https://www.lemans.co.uk"
        }
    ]
}

Your Diagnosis

Before revealing the machine’s verdict, predict the BS score for each signal. Higher = more BS (more fluff, less verifiable substance). Drag each slider, then submit to compare your judgment against the engine.

Information Density 0 / 30
Read the Narrative & headings: do hard facts (prices, dates, numbers) outweigh fluff power-words?
Semantic Coherence 0 / 20
Compare the homepage promise against the sub-page reality. Do they hold the same line?
Trust & Proof 0 / 20
Weigh review mentions against actual external proof links. Claims without verification = theatre.
Commodity Fingerprint 0 / 15
Check headings & narrative against the industry clichés in the setup above.
Identity & Authority 0 / 15
Inspect the schema: is there real Organization/Person identity with sameAs links, or gaps?
Your predicted BS score 0 / 100
💡 Stuck? Reveal the heuristic lens — how the deterministic page-auditor reads each signal (no AI, pure pattern rules)

These are the structural rules a local, deterministic auditor applies — the same lens you can use to judge each signal. They describe what to look for, not this company’s result.

Information Density

Classify each sentence as substantive or hollow. Grounding markers — numbers, currencies, dates, technical units, named entities — outweigh marketing adjectives. When fluff sits right next to hard evidence, the fluff is forgiven.

Semantic Alignment

Pull the main entities out of the H1, then check whether they actually recur through the body. A page that announces one thing and then talks about another drifts. Headings with no real sentences underneath read as pseudo-substance.

Trust & Proof

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.

Commodity Fingerprint

Look at how much sentence length varies. Natural writing varies its rhythm; templated or mass-produced copy is statistically uniform. Very low variation reads as commodity content — unless unique named entities break the pattern.

Identity & Authority

Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.

Want to apply this lens yourself? The free BS Indicator Chrome extension runs these heuristic checks live on any page. Bear in mind it is a single-page, deterministic tool — it relies only on pattern rules for the page in front of it and does not perform the cross-page semantic correlation this audit uses, so its readout is a starting lens, not the full verdict.

B
BS Level
Accounting, Tax & Bookkeeping
50.5 Avg BS

Based on 279 businesses audited.

BS Detector

Accounting, Tax & Bookkeeping BS: Lemans (www.lemans.co.uk)

http://www.lemans.co.uk 📍 Industry: Accounting, Tax & Bookkeeping
51 BS / 100

Lemans is a technically legitimate firm that is marketing-bankrupt. While its professional credentials are authenticated via high-quality schema links to the Audit Register and ACCA, the website itself is a hollow shell of generic templates and unverified trust signals. It provides the bare minimum required for a digital presence while failing to offer a single unique reason for engagement.

Info Density Power-words vs. Substance ratio.
20
67% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
16
80% BS
Commodity Fingerprint Detection of industry clichés/templates.
10
67% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

Immediately replace the placeholder H1 Welcome to Lemans online with a specific, noun-heavy value proposition such as Specialist Audit and Probate Accountants for Nottingham SMEs. Hyperlink the Lemans testimonials heading to the firm’s Google Business Profile or a third-party review platform to resolve the Trust Theatre penalty. Add named partner profiles to the About Us section including their specific ACA/ACCA membership numbers and links to their LinkedIn profiles. Finally, replace the generic text blocks in the Services section with at least three anonymized case studies that demonstrate specific tax savings or successful audit outcomes.

The site content strongly aligns with the Accounting, Tax & Bookkeeping category, specifically targeting the UK market. Headings like Audit & Assurance Services, Probate Work, and Taxation indicate a full-service Chartered Certified firm rather than a simple bookkeeping outfit.

“The score of 51 is driven primarily by Information Density (empty body text and generic headings) and Trust Theatre (unverified reviews). The score is saved from an Extreme rating by the high-quality Identity and Authority signals, specifically the valid sameAs links to professional regulatory bodies in the schema. This creates a profile of a real business that is simply using a very high-BS marketing template.”

Verified Analysis Date: May 22, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result