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

Industry Context — Common BS Fingerprints in Government, Municipal & Public Sector
Generic Claims: serving our community, committed to transparency, working for you, building a better future for all…
Red Flags: no published financial data, no meeting minutes or decision records, contact information that leads to dead ends, claims of transparency without published data…
Semantic Drift Patterns: homepage claims digital-first but most services require in-person visits, transparency commitment but no meeting minutes published, citizen engagement language but no consultation mechanisms, claims efficiency but service pages show bureaucratic processes…
Proof Expectations: published budgets and financial statements, council meeting minutes and agendas, performance metrics and service delivery data, FOI response rates and timelines…

Ordnance Survey

(https://ordnancesurvey.co.uk) 📸 Data Snapshot: May 31, 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 Ordnance Survey | Great Britain's national mapping service (https://ordnancesurvey.co.uk)
Title

Ordnance Survey | Great Britain's national mapping service

H1 Everything starts with location.
H2 We maintain the National Map – over 600 million features of Britain's landscape – enabling powerful, joined-up insights that support the nation every day.
H2 Plan, navigate, and explore with OS Maps
H2 Discover OS data, products and APIs
H2 Learn. Discover. Experience.
H2 Popular links
H2 Governance and Legal
H2 Careers
H2 Follow us
H2 Contact
H3 OS Shop
H3 Supporting the public sector
H3 Powering business
H3 News and insights
H3 Mapping services
H3 Education resources
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Contact us | Home | OS (https://ordnancesurvey.co.uk/contact-us/)
Title

Contact us | Home | OS

H1 Contact us
H2 How can we help?
H2 Popular links
H2 Governance and Legal
H2 Careers
H2 Follow us
H2 Contact
H3 OS Maps app and web enquiries
H3 Shop enquiries
H3 Errors or omissions with OS mapping
H3 General mapping enquiries
H3 Business and government enquiries
H3 Education enquiries
H3 Careers
H3 Press enquiry
H3 Make a complaint
H3 Compliment
H3 Siaradwch â ni yn Gymraeg
H3 Emergency contact for the resilience community (category 1 and 2 responders)
H3 Mapping for emergencies
NAV_HEADER_HEADING_REPEATED_BODY Customer support | Customers | OS (https://ordnancesurvey.co.uk/customers/support/)
Title

Customer support | Customers | OS

H1 Customer support and resources
H2 How can we help?
H2 Data product support
H2 Account support
H2 Orders support
H2 Support for our customers
H2 Can’t find what you need?
H2 Popular links
H2 Governance and Legal
H2 Careers
H2 Follow us
H2 Contact
H3 OS Data Hub support
H3 Premium data support
H3 Open data support
H3 API tutorials
H3 Data toolkits
H3 Product refresh dates
H3 OS Maps account and subscription support
H3 Partner account support
H3 PSGA Principal Contact enquiry
H3 OS Shop order support
H3 How to pay OS
H3 OS Orders support and user guide (PDF)
H3 Enquiries for general public
H3 Government and public sector support
H3 OS Partner support
H3 International team contacts
H3 Developer support
NAV_HEADER_HEADING_REPEATED_BODY Enquiries for general public | Home | OS (https://ordnancesurvey.co.uk/public/)
Title

Enquiries for general public | Home | OS

H1 Information enquiries for the general public
H2 Make the most of mapping
H2 Mapping services
H2 Contact us about
H2 Mapping product support
H2 Education resources
H2 Maps and shop
H2 Can't find what you need?
H2 Popular links
H2 Governance and Legal
H2 Careers
H2 Follow us
H2 Contact
H3 Land ownership and property boundaries
H3 Planning application maps
H3 Election maps
H3 Land registry services
H3 Unique property reference numbers
H3 Field parcel numbers information
H3 What Ordnance Survey Field Surveyors do
H3 Historical map archives
H3 A mapping error
H3 A mapping information enquiry
H3 A planning application enquiry
H3 OS Maps or shop enquiry
H3 OpenData (free) products
H3 Product support
H3 Education
H3 Mapzone
H3 Digimap for schools
H3 OS Maps
H3 Shop
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://ordnancesurvey.co.uk) Ordnance Survey | Great Britain's national mapping service
[H1] Everything starts with location.
Explore and shape your world with Britain's most advanced mapping data.
[H2] We maintain the National Map - over 600 million features of Britain's landscape - enabling powerful, joined-up insights that support the nation every day.
[H2] Plan, navigate, and explore with OS Maps
Discover Britain's most loved maps.Shop OS Maps
[H2] Discover OS data, products and APIs
Powerful location data for every industry.Discover OS data
[H2] Learn. Discover. Experience.
[H3] OS Shop
Discover maps and guidebooks to help you enjoy getting outside in Great Britain.
[H3] Supporting the public sector
Learn how public sector organisations rely on world-leading location data.
[H3] Powering business
Transform your business with location data insights.
[H3] News and insights
The latest news, insights, blogs, and more.
[H3] Mapping services
Access mapping for property boundaries, planning applications, and election maps.
[H3] Education resources
Bring your classes to life with a range of geography and GIS resources from OS.
1052 chars
SUB-PAGE (https://ordnancesurvey.co.uk/contact-us/) Contact us | Home | OS
[H1] Contact us
Opening hours8am - 6pm Monday - FridayLive ChatClosedCallClosed
[H2] How can we help?
[H3] OS Maps app and web enquiries
Contact OS Maps for help with the OS Maps app and web, such as subscriptions and technical support
[H3] Shop enquiries
Help and support with the OS shop, including purchases, order support, returns, and trade enquiries
[H3] Errors or omissions with OS mapping
Report map errors or omissions with OS mapping, such as address, map features or public right of way errors
[H3] General mapping enquiries
Queries about general mapping information, including property reference numbers and historical maps
[H3] Business and government enquiries
Support in accessing OS data, licensing queries, help with using data and APIs, Partner, PSGA and commercial enquiries
[H3] Education enquiries
Teaching resource support or teacher training enquiries, plus higher education research queries
[H3] Careers
OS Careers enquiries, including any stage of the recruitment process, early careers and work experience interest
[H3] Press enquiry
For any ad-hoc media requests, use of map extracts, aerial imagery, data stories, and interview requests
[H3] Make a complaint
You can make a complaint if you're unhappy with the service that Ordnance Survey has provided
[H3] Compliment
If you have had a positive experience with Ordnance Survey we'd love to hear about it
[H3] Siaradwch â ni yn Gymraeg
Os hoffech siarad â ni yn Gymraeg, mae ein canolfan gyswllt Gymraeg yma i ateb eich ymholiadau
[H3] Emergency contact for the resilience community (category 1 and 2 responders)
[H3] Mapping for emergencies
Our free mapping for emergencies (MfE) service supports category 1 and 2 responders and is available 24 hours a day
1735 chars
SUB-PAGE (https://ordnancesurvey.co.uk/customers/support/) Customer support | Customers | OS
[H1] Customer support and resources
Access resources for address and property enquiries, help using OS data products, and support for your orders and account
[H2] How can we help?
Use the links below to quickly access popular resources.Planning application mapsLand registry servicesLand and property boundaries informationOS Maps login queryOS Maps help centreShop enquiryView more
[H2] Data product support
Access support and resources to help get you started using OS data.
[H3] OS Data Hub support
Manage your OS Data Hub account and read guidance to help you start using OS data for your project.
[H3] Premium data support
Access technical support for OS premium data products such as AddressBase, OS MasterMap and more.
[H3] Open data support
Read technical specifications, getting started guides and supporting information for our OpenData products.
[H3] API tutorials
Follow our step-by-step guides to learn how to develop solutions with our APIs.
[H3] Data toolkits
Access tools such as the coordinate transformation tool, XML file resources and GeoDataViz toolkit.
[H3] Product refresh dates
Visit docs.os.uk to get update frequencies for OS digital mapping products, including AddressBase and OS Mastermap Topography Layer.
[H2] Account support
Access links to support for your OS Maps account or your Partner Portal account. If you're a PSGA member and need Principal Contact information, contact us today.
[H3] OS Maps account and subscription support
Browse frequently asked questions and answers about your OS Maps account and subscription.
[H3] Partner account support
This links to a secure area (Partner Portal) which requires a login. Manage your account or find your account manager contact details.
[H3] PSGA Principal Contact enquiry
If your organisation is already a member of the Public Sector Geospatial Agreement (PSGA) find out who your Principal Contact is.
[H2] Orders support
Find help for your OS shop order, learn the different ways you can pay OS, and access support for OS Orders for commercial users.
[H3] OS Shop order support
Find answers to questions we're frequently asked about ordering through the OS Shop.
[H3] How to pay OS
How to pay us online – by debit card, credit card, BACS payment, or cheque.
[H3] OS Orders support and user guide (PDF)
OS Orders user guide, troubleshooting and answers to frequently asked questions.
[H2] Support for our customers
Find the support you need, from mapping resources for the general public to Public Sector Geospatial Agreement (PSGA) information and commercial enquiries.
[H3] Enquiries for general public
Access mapping information for a range of topics such as property boundaries, planning application maps, election maps, and more.
[H3] Government and public sector support
From getting started with OS data and services through to advanced specialist geospatial analysis and visualisation.
[H3] OS Partner support
Existing OS Partners can access a range of support including licensing guidance, product support, account help and much more.
[H3] International team contacts
Learn how the international geospatial team can help you use geospatial data to improve your nation.
[H3] Developer support
Developer support resources are available to all users, providing guidance managing your OS data account and your mapping projects.
[H2] Can’t find what you need?
Contact us
3359 chars
SUB-PAGE (https://ordnancesurvey.co.uk/public/) Enquiries for general public | Home | OS
[H1] Information enquiries for the general public
Ordnance Survey (OS) provides mapping information and services
[IMG: Two people browsing a mobile phone]
[H2] Make the most of mapping
With access to our free data products, online content, and education resources, we’re helping a wide range of users and industries to make the most of mapping.
Our location data:
helps our customers to enjoy the outdoors
supports government policies
and enables businesses to unlock efficiency and insight.
[H2] Mapping services
Access mapping information for a range of topics such as property boundaries, planning application maps, election maps, and more
[H3] Land ownership and property boundaries
Access information on legal boundaries and how to purchase large-scale maps used for planning permission.
[H3] Planning application maps
Information and guidance on how to obtain maps for planning permission and submission to HM Land Registry.
[H3] Election maps
Use election maps for Great Britain and Northern Ireland to explore the electoral geography of the UK.
[H3] Land registry services
Find out about the different services and licences offered by HM Land Registry and Registers of Scotland.
[H3] Unique property reference numbers
Information and guidance on how to use and access unique property reference numbers (UPRNs).
[H3] Field parcel numbers information
Find out everything you need to know about field parcel numbers and how they are shown on OS maps.
[H3] What Ordnance Survey Field Surveyors do
Discover what OS Field Surveyors do, from mapping urban and rural landscapes with precision to updating property details using advanced GNSS technology.
[H3] Historical map archives
You can get some historical maps from our map shop, and a whole range of historical products from our PartnersView historical map stockists
[H2] Contact us about
[H3] A mapping error
[H3] A mapping information enquiry
[H3] A planning application enquiry
[H3] OS Maps or shop enquiry
[H2] Mapping product support
Search for free data products and view technical support to use OS data effectively
[IMG: Open data]
[H3] OpenData (free) products
Ordnance Survey OpenData products can be downloaded for free with no registration required.Discover our free-to-use products
[IMG: Product support]
[H3] Product support
Access useful product and technical support to use OS data products successfully.OS data product support
[H2] Education resources
View our broad range of resources available for schools and teachers
[H3] Education
Bring your geography classes to life with a range of geography and GIS resources from OS.Access resources
[IMG: Mapzone]
[H3] Mapzone
Mapzone brings geography and mapping to life and is a great resource to use as a teacher.Visit Mapzone
[H3] Digimap for schools
Discover Digimap for Schools; online geography learning to help your students explore Great Britain.Explore resources
[H2] Maps and shop
[IMG: Individual by a river holding a phone using OS Maps]
[H3] OS Maps
Discover millions of routes to walk, run and cycle; or plot your own with OS mapping and route planner tools on web and app. Try it for free.OS Maps
[IMG: OS Maps]
[H3] Shop
Discover a wide variety of maps, books and outdoor gear! Choose from navigation maps to wall maps or personalised maps. From GPS watches to tents and sleeping bags, visit the OS shop for all your outdoor needs.Shop
[H2] Can't find what you need?
Contact us directly to speak to our friendly customer service teamContact us
3476 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
13Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 3 1
/contact-us/ 4 1
/customers/support/ 3 1
/public/ 3 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/contact-us/ — no schema detected (entity gap)
/customers/support/ — no schema detected (entity gap)
/public/ — no schema detected (entity gap)

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
Government, Municipal & Public Sector
30 Avg BS

Based on 259 businesses audited.

BS Detector

Government, Municipal & Public Sector BS: Ordnance Survey (ordnancesurvey.co.uk)

https://ordnancesurvey.co.uk 📍 Industry: Government, Municipal & Public Sector
21 BS / 100

Ordnance Survey delivers a masterclass in high-substance public sector communication. It successfully balances consumer navigation with deep technical resources, keeping the BS score low by prioritizing data-driven nouns over marketing adjectives.

Info Density Power-words vs. Substance ratio.
5
17% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
5
25% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
7
47% BS

Implement comprehensive Organization and DataFeed schema to close the technical authority gap. Populate all missing meta descriptions to improve search visibility and professionalism. Integrate case studies or ‘data stories’ directly into service pages to provide qualitative proof of mapping impact. Reduce the use of subjective superlatives like ‘most loved’ in H2 tags.

The site perfectly matches the Government, Municipal & Public Sector category. It functions as the national mapping agency for Great Britain, providing critical geospatial data for both public and private sectors.

“The score of 21 is driven primarily by technical omissions in metadata and schema, alongside a minor lack of verified external review paths. It is significantly lower than average due to the extreme specificity of the content and the total alignment between homepage claims and sub-page services.”

Verified Analysis Date: May 31, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result