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

Industry Context — Common BS Fingerprints in Construction, Contractors & Building Services
Generic Claims: built on trust, quality craftsmanship, on time and on budget, exceeding expectations…
Red Flags: no specific completed project details, no insurance or bond information, guaranteed pricing without site survey, no health and safety documentation…
Semantic Drift Patterns: homepage shows commercial projects but services are domestic extensions, claims specialist contractor but offers every trade, homepage positioning is premium but portfolio shows basic builds, claims project management expertise but no PM qualifications shown…
Proof Expectations: named completed projects with images and scope details, specific trade qualifications and body memberships, public liability insurance and contractor all-risk details, health and safety policy and accident record…

Keller Group plc

(https://keller.com) 📸 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 Home page | Keller Group plc (https://keller.com)
Title

Home page | Keller Group plc

Meta

The leading geotechnical specialist contractor. Experts in piling, ground improvement, grouting, earth retention and monitoring.

H1 Global strength and local focus
H2 Markets we serve
H2 Our expertise
H2 Our wellbeing foundations
H2 About Keller Group
H2 Keller at a glance
H3 Keller brings sustainable solutions to fossil-free steel mill
H3 Building the world’s largest clean energy park
H3 Keller prepares Hudson River for new tunnels
H3 Keller and Austral team up for Collins Wharf
REPEATED_BODY AGM Trading Update | Keller Group plc (https://keller.com/news/agm-trading-update-1/)
Title

AGM Trading Update | Keller Group plc

Meta

Keller Group plc, the world’s largest geotechnical specialist contractor, issues a trading update for the first four months of the year ahead of its Annual General Meeting, which will be held at 10.00am today.

H1 AGM Trading Update
H2 Share
H2 Share
H2 Other news
H2 Register for alerts
H3 For further information, please contact:
NAV_HEADER_HEADING_REPEATED_BODY Expertise | Keller Group plc (https://keller.com/expertise/)
Title

Expertise | Keller Group plc

Meta

Keller is able to tap into a wealth of experience, and using proven, best practice methods offer a wide range of geotechnical techniques and the optimum solutions to our clients

H1 Expertise
H2 Techniques
H2 Solutions
H2 Markets
H2 Design and build
NAV_HEADER_REPEATED_FOOTER Worldwide contacts | Keller Group plc (https://keller.com/worldwide-contacts/)
Title

Worldwide contacts | Keller Group plc

H1 Worldwide contacts
H2 Share
H2 Keller Group plc – Group Head Office
H2 Africa
H2 Asia
H2 Australia and New Zealand
H2 Europe
H2 Middle East
H2 North America
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://keller.com) Home page | Keller Group plc
[IMG: Port Melbourne social housing project]

[H1] Global strength and local focus
Building the foundations for a sustainable future
Our projects

[IMG: EVO Park Weert Netherlands rig]

What we do
Our techniques solve geotechnical challenges across the entire construction spectrum
Read more

[IMG: Site employee meeting lulea sweden]

Who we are
The world leader in geotechnical solutions
About us

Latest news heading
Latest news

View news button
View all news

[IMG: keller group logo blue and yellow]

AGM Trading Update
20 May 2026
Keller issues a trading update for the first four months of the year ahead of its AGM.

[IMG: Keller field engineer and project engineer training cohort]

Development programme prepares new engineers for success
14 May 2026

[IMG: Michael Speakman, Chief Executive Officer, Keller]

Michael Speakman
9 Apr 2026

[IMG: keller group logo blue and yellow]

Launch of £100 million share buyback tranche
30 Mar 2026

View all projects
Whatever the size of the project, Keller has the expertise and experience to respond quickly with the optimum solution, execute safely and see the project through to a successful conclusion.

Project image

[IMG: Lulea Sweden project]

Solutions

Bearing capacity / settlement control

Markets

Industrial

Techniques

Vibro stone columns / Vibro replacement
Dynamic compaction
Wet soil mixing

[H3]
Keller brings sustainable solutions to fossil-free steel mill

Location
Luleå, Sweden

Project image

[IMG: The Renewable Energy Plant at Khadva]

Solutions

Bearing capacity / settlement control

Markets

Power

Techniques

Vibro stone columns / Vibro replacement

[H3]
Building the world’s largest clean energy park

Location
Gujarat, India

Project image

[IMG: The Hudson Rive project]

Solutions

Tunnelling

Markets

Infrastructure

Techniques

Jet grouting
Wet soil mixing

[H3]
Keller prepares Hudson River for new tunnels

Location
New York, United States

Project image

[IMG: Collins Wharf Australia project]

Solutions

Heavy foundations

Markets

Residential

Techniques

CFA piles (auger cast)
Sheet piles
Driven precast piles

[H3]
Keller and Austral team up for Collins Wharf

Location
Melbourne, Australia

[H2]
Markets we serve

Keller has experience across many markets throughout the construction industry and understands the unique challenges and ...
Keller has experience across many markets throughout the construction industry and understands the unique challenges and requirements ...
Keller has experience across many markets throughout the construction industry and understands the unique ...
Keller has experience across many markets throughout the construction industry and understands the unique challenges and ...
Learn more

[H2]
Our expertise

Keller is able to tap into a wealth of experience, and using proven, best practice methods offer a wide range of ...
Keller is able to tap into a wealth of experience, and using proven, best practice methods offer a wide range of geotechnical ...
Keller is able to tap into a wealth of experience, and using proven, best practice methods offer a wide range of ...
Keller is able to tap into a wealth of experience, and using proven, best practice methods offer a wide range of ...
Learn more

Resources
View all resources

Image

[IMG: Wellbeing brochure featuring images of Keller employees]

Brochure

[H2]
Our wellbeing foundations

Download

Image

[IMG: keller construction site in front of mountains]

https://youtu.be/W3mLTfcJNW4
Video

[H2]
About Keller Group

Watch

Image

[IMG: keller at a glance infographic]

Infosheet

[H2]
Keller at a glance

Download
4161 chars
SUB-PAGE (https://keller.com/news/agm-trading-update-1/) AGM Trading Update | Keller Group plc
News article category
Corporate
Keller Group plc, the world’s largest geotechnical specialist contractor, issues a trading update for the first four months of the year ahead of its Annual General Meeting, which will be held at 10.00am today.

[IMG: keller group logo blue and yellow]

Trading in the period was strong compared with the prior year and in line with the Group’s expectations, particularly within the Group’s North American foundations operations, despite significant macroeconomic and geopolitical uncertainty. The Group remains resilient to macro-driven increased energy and material costs by capturing price increases across new contracts and through existing contract mechanisms.
Overall, management remains confident that the improved operational and financial performance experienced in recent years will be sustained, and that the Group will deliver a full year result in line with the Board’s expectations.
The Group’s order book has strengthened during the period to c£1.7bn at the end of April 2026. Tendering activity remains buoyant and the Group has good visibility of future opportunities across all divisions.
Following completion of the share buybacks announced in 2025, which returned approximately £50m, the Group launched a further £100m share buyback programme on 30 March 2026. Since launch, the Group has purchased approximately 834,000 shares at a cost of c£18m under this new programme.
The Group’s net debt/EBITDA leverage ratio at the first half of 2026 is expected to be similar to the prior half year (2025 HY: 0.2x), well below the Group’s 0.5x–1.5x target range, despite the higher dividend payout and the further share buyback programme.

I am very pleased with the performance our teams have delivered so far this year. This has been achieved against a backdrop of continued global uncertainty reflecting the resilience of Keller’s portfolio, the diversity of our contracts and the Group’s ability to pivot to growing markets.

Looking ahead, we continue to target potential bolt-on opportunities across our markets and remain confident in our ability to sustain this momentum and deliver strong performance through the remainder of 2026.”
James Wroath
Chief Executive Officer

Keller will announce its Interim Results on 4 August 2026. The Group also intends to host a Capital Markets Day on 14 October 2026 in London.
[H3] For further information, please contact:
Keller Group plc
James Wroath, Chief Executive OfficerDavid Burke, Chief Financial Officer            Nicola Rogers, Group Head of Investor Relations
www.keller.com 020 7616 7575                     FTI Consulting
Nick HasellMatthew O’Keeffe
020 3727 1340Notes to editors:
Keller is the world's largest geotechnical specialist contractor providing a wide portfolio of advanced foundation and ground improvement techniques used across the entire construction sector. With around 10,000 staff and operations across five continents, Keller tackles an unrivalled 5,500 projects every year, generating annual revenue of c.£3bn. Cautionary statements:
This document contains certain 'forward-looking statements' with respect to Keller's financial condition, results of operations and business and certain of Keller's plans and objectives with respect to these items. Forward-looking statements are sometimes, but not always, identified by their use of a date in the future or such words as 'anticipates', 'aims', 'due', 'could', 'may', 'should', 'expects', 'believes', 'intends', 'plans', 'potential', 'reasonably possible', 'targets', 'goal' or 'estimates'. By their very nature forward looking statements are inherently unpredictable, speculative and involve risk and uncertainty because they relate to events and depend on circumstances that will occur in the future. There are a number of factors that could cause actual results and developments to differ materially from those expressed or implied by these forward-looking statements. These factors include, but are not limited to, changes in the economies and markets in which the Group operates; changes in the regulatory and competition frameworks in which the Group operates; the impact of legal or other proceedings against or which affect the Group; and changes in interest and exchange rates. For a more detailed description of these risks, uncertainties and other factors, please see the Principal risks and uncertainties section of the Strategic report in the Annual Report and Accounts. All written or verbal forward looking-statements, made in this document or made subsequently, which are attributable to Keller or any other member of the Group or persons acting on their behalf are expressly qualified in their entirety by the factors referred to above. Keller does not intend to update these forward-looking statements. Nothing in this document should be regarded as a profits forecast. This document is not an offer to sell, exchange or transfer any securities of Keller Group plc or any of its subsidiaries and is not soliciting an offer to purchase, exchange or transfer such securities in any jurisdiction. Securities may not be offered, sold or transferred in the United States absent registration or an applicable exemption from the registration requirements of the US Securities Act.

Published on
20 May 2026
5344 chars
SUB-PAGE (https://keller.com/expertise/) Expertise | Keller Group plc
[H2]
Techniques

Keller offers a wide and market-leading portfolio of products and services.
Keller offers a wide and market-leading portfolio of products and services.
Keller offers a wide and market-leading portfolio of products and services.
Keller offers a wide and market-leading portfolio of products and services.
Learn more

[H2]
Solutions

Whatever geotechnical challenge you are trying to solve, Keller has the answer.
Whatever geotechnical challenge you are trying to solve, Keller has the answer.
Whatever geotechnical challenge you are trying to solve, Keller has the answer.
Whatever geotechnical challenge you are trying to solve, Keller has the answer.
Learn more

[H2]
Markets

Keller has extensive experience in a wide range of markets.
Keller has extensive experience in a wide range of markets.
Keller has extensive experience in a wide range of markets.
Keller has extensive experience in a wide range of markets.
Learn more

[H2]
Design and build

Keller has the expertise and experience to design the optimum solution to deliver better results faster.
Keller has the expertise and experience to design the optimum solution to deliver better results faster.
Keller has the expertise and experience to design the optimum solution to deliver better results faster.
Keller has the expertise and experience to design the optimum solution to deliver better results faster.
Learn more
1465 chars
SUB-PAGE (https://keller.com/worldwide-contacts/) Worldwide contacts | Keller Group plc
[H2] Keller Group plc - Group Head Office

2 Kingdom StreetLondonW2 6BD
T: +44 (0) 20 7616 7575E: [email protected]

[H2] Africa

Algeria (French, English)
Mauritius
Mozambique

[H2] Asia

ASEAN
India

[H2] Australia and New Zealand

Australia - Austral
Australia - Keller
New Zealand

[H2] Europe

Austria
Belgium (Dutch)
Czech Republic
Croatia
Estonia
Finland
France - GEO-Instruments
France - Keller
Germany - GEO-Instruments
Germany - Keller
Germany - KGS
Hungary
Italy (Italian, German)
Latvia
Netherlands
Norway (Norwegian, English)
Poland - GEO-Instruments (Polish, English)
Poland - Keller (Polish, English)
Portugal
Romania
Slovakia
Slovenia
Spain
Sweden
Switzerland (German, French)
Ukraine
United Kingdom - GEO-Instruments
United Kingdom - Keller
United Kingdom - Phi Group

[H2] Middle East

Middle East

[H2] North America

Canada - Keller (English, French)
Canada - GEO-Instruments (English, French)
Mexico
United States - Keller
United States - GEO-Instruments
United States - Ground Freezing
United States - Moretrench Industrial
United States - RECON
United States - Suncoast Post-Tension
1175 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
1Review mentions (all pages)
3External proof links (all pages)
PageReviewsProof links
/ (home) 0 0
/news/agm-trading-update-1/ 1 2
/expertise/ 0 0
/worldwide-contacts/ 0 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "Organization",
            "additionalType": "HomeAndConstructionBusiness",
            "name": "Keller Group plc",
            "url": "https://www.keller.com",
            "sameAs": "https://www.linkedin.com/company/keller",
            "telephone": "+442076167575",
            "logo": {
                "@type": "ImageObject",
                "representativeOfPage": "True",
                "url": "https://www.keller.com/themes/custom/keller_theme/logo.svg"
            },
            "address": {
                "@type": "PostalAddress",
                "streetAddress": "2 Kingdom Street",
                "addressRegion": "London",
                "postalCode": "W2 6BD",
                "addressCountry": "United Kingdom"
            }
        }
    ]
}
/news/agm-trading-update-1/ — no schema detected (entity gap)
/expertise/ — no schema detected (entity gap)
/worldwide-contacts/ — 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
Construction, Contractors & Building Services
47.1 Avg BS

Based on 310 businesses audited.

BS Detector

Construction, Contractors & Building Services BS: Keller Group plc (keller.com)

https://keller.com 📍 Industry: Construction, Contractors & Building Services
18 BS / 100

Keller Group plc is a substance-heavy corporate entity that uses its website as a transparency tool rather than a fluff-filled lead magnet. It is effectively a zero-BS operation where technical specificity and financial disclosure outweigh marketing cliches.

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.
3
15% BS
Commodity Fingerprint Detection of industry clichés/templates.
6
40% BS
Identity & Authority Expert verifiability & Schema depth.
2
13% BS

Fix the repetitive placeholder text on the ‘Expertise’ sub-page to avoid the appearance of template laziness. Implement Person schema for the C-suite and lead engineers mentioned in news articles to bridge the authority gap. Add external proof links for industry-specific certifications like ISO 9001 directly into the footer or schema to satisfy the ‘Proof Path’ requirement.

The content perfectly aligns with the Geotechnical Specialist Contractor niche within the Construction industry. Every page reinforces technical specialties like piling, ground improvement, and monitoring rather than general building services.

“The low BS score is driven by extreme information density and perfect semantic coherence. The points earned (18) mostly stem from minor technical template repetition on the Expertise page and the inherent use of industry-standard jargon like 'sustainable solutions.'”

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