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

Industry Context — Common BS Fingerprints in Energy, Utilities & Environmental Services
Generic Claims: powering a sustainable future, saving the planet, affordable green energy, leading the energy transition…
Red Flags: no regulatory license number displayed, green claims without fuel mix disclosure, net zero claims without reduction pathway, carbon offset only strategy presented as carbon neutral…
Semantic Drift Patterns: homepage claims 100% renewable but tariff page shows mixed sources, green branding everywhere but sustainability report shows minimal renewable share, claims affordable but pricing is above market average, net zero commitment on homepage but no carbon reduction timeline…
Proof Expectations: Ofgem or regulatory license number, published fuel mix disclosure, specific carbon reduction targets with timelines, third-party sustainability certifications…

British Gas

(https://scottishgas.co.uk) 📸 Data Snapshot: June 19, 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 Gas and electricity, boilers and energy efficiency – British Gas (https://scottishgas.co.uk)
Title

Gas and electricity, boilers and energy efficiency – British Gas

Meta

British Gas is the largest UK energy and home services company. We supply gas and electricity, boilers and boiler cover as well as other home services.

H1 Energy prices that can only go down
H2 We're here to keep things warm and working
H2 Our Which? Trusted Traders
H2 Get an energy quote quicker than you can boil the kettle
H2 We've got great deals for EV drivers
H2 We’re on a mission to create a greener future too
H2 So join us and start your journey to net zero
H2 Additional information
H3 Summer Sale Get your first 3 months of HomeCare free
H3 Summer Sale Get up to £300 off your new boiler
H3 We make managing properties easier for landlords
H3 Smart meters 
H3 Heat pumps
H3 Solar Panels and batteries
H3 Smart heating
H3 EV charging
H3 Home Health Check
H3 Home insulation
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://scottishgas.co.uk) Gas and electricity, boilers and energy efficiency – British Gas
Get your first three months of HomeCare for FREE in our Summer Sale. Offer ends 01/07.

[H1]
Energy prices that can only go down
Fix for peace of mind

The Ofgem price cap is going up from 1st July. With our Fix & Fall tariff, you can fix your prices today for the next two years – and they’ll drop if prices drop.1

[H3]
Summer Sale
Get your first 3 months of HomeCare free

With HomeCare you can keep the showers warm and the worries away. If your boiler breaks, we'll be there to take care of things. Offer ends 1st July. New HomeCare customers only. T&Cs apply.

Get covered

[H3]
Summer Sale
Get up to £300 off your new boiler

Time for a new boiler? You could save up to £300 on an energy-efficient new model in our Summer Sale. Offer ends 1st July. T&Cs apply.

Get a new boiler

[H2] We're here to keep things warm and working
With thousands of experts and engineers nationwide and helpful advisers available 7 days a week, we're always here to keep your home running.

Summer Sale

Why choose us?

Trusted by 9 million customers to take care of things
You know you can count on us.

We're helping the UK hit zero carbon emissions by 2050
We’re not just doing our best for you, but our planet too.

We launched a £140m support fund to help customers
We’ll be there when you need us.

We've been around for over 200 years
Nobody knows the ins and outs of homes like we do.

[H2] Our Which? Trusted Traders
When you choose our engineers to get the job done, you can trust it'll be smooth and safe from start to finish. Not to mention that our boiler installations have passed the rigorous Which? assessment process with flying colours.
Get a free quote online or book in a visit from one of our local engineers. Whatever your home and budget, they'll find the right boiler for you.
Get your new boiler

[H2] Get an energy quote quicker than you can boil the kettle
We won Best Overall Improvement in the Uswitch Energy Awards 2025, and more than 155,000 customers rate us 5 stars on Trustpilot.
What we’re trying to say is if you switch to us, you’ll be in good hands. And we’d love to have you join the millions of people who trust us for their energy.

Switch to British Gas

[H2] We've got great deals for EV drivers
Charge your car overnight for much less by pairing our EV Tariff with Hive Power+. You could drive 9,000 miles for just £185.*
Pair Power+ with any British Gas electricity tariff and you save 25% on all your EV home charging. Combine this with our EV tariff and you could pay the equivalent of just 6.75p/kWh for all your home charging. Think of how soundly you’ll sleep counting your savings instead of sheep.2
* Off-peak Power+ charging on BG EV Power tariff with 3.3 miles per kWh efficiency.

Get an EV tariff quote

[H3] We make managing properties easier for landlords
We help landlords stay compliant and protected with Gas Safety Certificates, EICRs, boiler cover and more.

Find out more

[H2] We’re on a mission to create a greener future too
Around 40% of the UK's carbon emissions come from our homes - and we want to change that for good. Whatever your budget, we've got lots of ways to cut your home's carbon footprint. From simple swaps to the latest future-ready tech.
Go greener with us

[H2] So join us and start your journey to net zero

[H3]

Smart meters

Book now

[H3]

Heat pumps

Shop heat pumps

[H3]

Solar Panels and batteries

Shop solar panels

[H3]

Smart heating

Shop Hive smart heating

[H3]

EV charging

Shop EV chargers

[H3]

Home Health Check

Book Home Health Check

[H3]

Home insulation

Shop insulation

[H2] Additional information

Price review based on the Ofgem price cap after 12 months. See britishgas.co.uk/verify for more info.

Save 25% on the electricity used to charge your Hive-connected EV charger, applied as a credit to your electricity account. Power+ is only available to customers with a compatible EV charger, a British Gas electricity tariff, and a smart meter in credit mode; savings are based on the British Gas EV Power May27 tariff (correct as of 01/04/2026), assume 3.3 miles/kWh efficiency, and require all charging to occur in Power+ mode during off-peak hours managed by Hive.
4845 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
2Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 2 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
[
    {
        "@context": "http://schema.org",
        "@type": "Organization",
        "name": "British Gas",
        "logo": "https://www.britishgas.co.uk/nucleus/images/logo.svg",
        "url": "https://www.britishgas.co.uk/index.html",
        "description": "British Gas is the largest UK energy and home services company. We supply gas and electricity, boilers and boiler cover as well as other home services.",
        "address": {
            "@type": "PostalAddress",
            "streetAddress": "Maidenhead Road",
            "addressLocality": "Windsor,",
            "addressRegion": "Berkshire",
            "postalCode": "SL4 5GD",
            "addressCountry": "UK"
        },
        "contactPoint": "0333 202 9802",
        "sameAs": [
            "https://www.facebook.com/britishgas/",
            "https://twitter.com/BritishGas",
            "https://twitter.com/BritishGasHelp",
            "https://www.linkedin.com/company/british­gas",
            "https://en.wikipedia.org/wiki/British_Gas"
        ]
    }
]

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
Energy, Utilities & Environmental Services
43.4 Avg BS

Based on 568 businesses audited.

BS Detector

Energy, Utilities & Environmental Services BS: British Gas (scottishgas.co.uk)

https://scottishgas.co.uk 📍 Industry: Energy, Utilities & Environmental Services
26 BS / 100

British Gas presents a highly professional, substance-heavy front that is significantly more grounded than typical utility competitors. The BS score is primarily elevated by the massive discrepancy between claimed review counts and technical metadata, and a reliance on ‘Trust Theatre’ awards that lack direct source linking. It is a functionally transparent site that occasionally hides behind footnotes to maintain its glossy marketing Signal.

Info Density Power-words vs. Substance ratio.
7
23% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
12
60% BS
Commodity Fingerprint Detection of industry clichés/templates.
5
33% BS
Identity & Authority Expert verifiability & Schema depth.
2
13% BS

Align the technical review metadata with the Trustpilot claims in the body text to resolve the review count discrepancy. Replace the generic mission to create a greener future H2 with a data-driven heading showing actual carbon reduction progress since last year. Include direct outbound links to the Which? assessment and Uswitch award pages rather than redirecting to an internal verification page. Introduce named Person schema for lead technical experts to bridge the gap between ‘thousands of experts’ and an anonymous corporate entity.

The site content perfectly aligns with the Energy, Utilities & Environmental Services industry. It covers gas and electricity supply, boiler maintenance, and renewable technology like heat pumps and EV charging.

“The score of 26 reflects a low level of BS, driven mainly by the Trust and Proof pillar (12 points) due to the review count mismatch and internal-only proof paths. Information Density (7 points) and Commodity Fingerprint (5 points) contributed minorly due to standard industry jargon and some fluffy H2 headings. The site avoided any penalties for Semantic Coherence, indicating a very well-structured and honest content hierarchy.”

Verified Analysis Date: June 19, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result