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

Industry Context — Common BS Fingerprints in IT Services, Hosting & Managed Services
Generic Claims: your technology partner, 99.9% uptime guaranteed, enterprise-grade solutions at SMB prices, we keep your business running…
Red Flags: uptime guarantees without SLA documentation, vendor partner claims without tier specification, cybersecurity services without security certifications, no data centre location or ownership clarity…
Semantic Drift Patterns: homepage claims enterprise but services are break-fix for small offices, claims proactive monitoring but service page describes reactive support, homepage shows cloud expertise but offerings are basic hosting resale, claims cybersecurity expertise but no security-specific certifications…
Proof Expectations: specific vendor certifications with partner tier, published SLA terms with penalty clauses, data centre locations and tier ratings, ISO 27001 or SOC 2 certification details…

KCOM

(https://kcom.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 | Group | KCOM (https://kcom.com)
Title

Home | Group | KCOM

Meta

Connecting Hull and East Yorkshire for over 120 years. KCOM Group is dedicated to empowering local people through digital inclusion, community investment, and industry-leading communications services for the region.

H1 Super simple switching
H2 Empowering our local community
H2 Our difference
H2 Award winning connectivity
H3 Award-winning full fibre broadband
H3 Solutions for business and public sector
H3 Wholesale voice, data and network services
H3 Our broadband has fewer faults than other national providers.
H3 Working at KCOM
H3 Seagulls scupper KCOM’s big banner plans
H3 I swear it’s Robert Aramayo in that phone box!
H3 KCOM reveals its nine Hometown Heroes
H3 KCOM takes centre stage in fantastic Hull Lego film!
H3 KCOM
H3 About us
H3 News
H3 Connect
H3 Careers
HEADING_REPEATED_BODY_FOOTER 500 | KCOM (https://kcom.com/news/search/)
Title

500 | KCOM

H1 Internal Server error
H2 Sorry it's not you. It's us.
H3 KCOM
H3 About us
H3 News
H3 Connect
H3 Careers
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Full Fibre Broadband & Internet Provider | KCOM Home | KCOM Home (https://kcom.com/home/)
Title

Full Fibre Broadband & Internet Provider | KCOM Home | KCOM Home

Meta

Get the ultimate broadband experience with award winning full fibre that goes direct to your home. Explore our range of offers and packages today.

H2 Get real good, real local full fibre right here
H2 Power Fibre 100 
H2 Power Fibre 500 
H2 Power Fibre 900 
H2 What your neighbours are saying about us
H2 The UK's most reliable broadband.
H2 Flexible broadband powered by Hull’s full fibre network
H2 Why KCOM?
H2 Award-winning home broadband
H3 99.999%* uptime
H3 Powerfully fast
H3 Trusted performance
H3 Hull call centre
H3 Amazon eero 6+ router included in your package
H3 We'll handle your switch so you don't have to
H3 Real good
H3 Real local
H3 The power is all yours
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Careers & Job Vacancies | KCOM (https://kcom.com/careers/)
Title

Careers & Job Vacancies | KCOM

Meta

Working at KCOM you'll be part of a team of 600 talented people based throughout the UK, all doing their best every day for the customers, communities and people we work with. We have lots of opportunities for the right people in our business – people who are passionate about improving our customers’ experience and helping them get the best out of our services. Discover our latest job vacancies and find out what it takes to build your career with KCOM.

H3 Vacancies
H3 Employee stories
H3 Our teams
H3 Benefits
H3 Application process
H3 KCOM
H3 About us
H3 News
H3 Connect
H3 Careers
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://kcom.com) Home | Group | KCOM
Skip navigation to main content

[IMG: Super simple switching]

[H1] Super simple switching

Switch to the UK's most reliable broadband†

Find your deal

[IMG: An elderly lady learning to use her ipad]

[H1] Bridging the digital divide in our community

We support the local community by offering social tariffs, IT sessions for vulnerable customers, and Digital Inclusion Grants to ensure no one is left behind in an increasingly digital world.

Find out more

[H3]
Award-winning full fibre broadband

Our full fibre broadband delivers uniquely powerful streaming, gaming, security and more.

Residential broadband

[H3]
Solutions for business and public sector

Powerful products, tech and services to keep businesses confidently connected.

Business

[H3]
Wholesale voice, data and network services

Connect your customers using our fibre network in Yorkshire and North Lincolnshire

Wholesale

[H2]
Empowering our local community

[IMG: KCOM 120th party with kids]

We’ve been part of the fabric of Hull and East Yorkshire since 1904, proudly supporting the communities we serve to become happier, healthier, and more connected places to live. We do it not just as a company “giving back,” but as people who live, work, and raise families here.
That’s why we support causes that matter most to local people and businesses; from long-standing charity partnerships and community grants to inspiring the next generation through our STEM activities.
Find out more

[H2]
Our difference

[H3] Our broadband has fewer faults than other national providers.
Across the UK's major broadband and landline providers, the average number of monthly faults was 44 per 1,000 customers. But at KCOM - just 16 per 1,000 customers. With our powerful broadband and ongoing network upgrades, we're here to keep you connected.

[IMG: KCOM has fewer faults]

[H2]
Award winning connectivity

[IMG: ISPA award for sustainability 2024]
Recognised for implementing sustainable business practices and environmental commitments.

[IMG: UK Fibre award for marketing team of the year 2025]
We have been recognised for effectively increasing the awareness of full fibre to consumers.

[IMG: UK Fibre award for community champion 2025]
Recognised for making the most impact in our community through our diffferent initiatives.

[IMG: Uk fibre award for digital inclusivity 2025]
We have been recognised for our effort in connecting hard to reach premises in rural areas.

[IMG: customer experience staff]

[H3]
Working at KCOM

You'll be part of a team of talented people based throughout the UK, all doing their best every day for the customers, communities and people we work with.
We have lots of opportunities for the right people in our business - people who are passionate about improving our customers’ experience and helping them get the best out of our services.
Sounds like you, join us

News26 May 2026 - 3 min read

[H3] Seagulls scupper KCOM’s big banner plans

Keep reading

News14 May 2026 - 3 min read

[H3] I swear it’s Robert Aramayo in that phone box!

Keep reading

News30 April 2026 - 3 min read

[H3] KCOM reveals its nine Hometown Heroes

Keep reading

News28 April 2026 - 3 min read

[H3] KCOM takes centre stage in fantastic Hull Lego film!

Keep reading
4101 chars
SUB-PAGE · THIN (https://kcom.com/news/search/) 500 | KCOM
Skip navigation to main content

Home
500

[H1]
Internal Server error

[H2]

[H2] Sorry it's not you. It's us.
We're experiencing an internal server problem. Please try again.
Go back to the homepage
286 chars
SUB-PAGE (https://kcom.com/home/) Full Fibre Broadband & Internet Provider | KCOM Home | KCOM Home
*T&Cs and geographical restrictions apply. Most reliable based on lowest average monthly faults per 1,000 customers. Ofcom Comparing Customer Service 2025. See kcom.com/claims for details. For more information visit kcom.com/packages. KCOM Full Fibre Broadband is subject to status, credit check and universal conditions for service kcom.com/home/legal.

[H2] Get real good, real local full fibre right here
Our full fibre is the UK’s most reliable broadband and available exclusively in Hull and East Yorkshire.

[H2]

[H3]

[H3] 99.999%* uptime
With a network uptime above industry standards, that’s full fibre performance you can rely on.

[H3]

[H3] Powerfully fast
Super smooth streaming because all content is stored locally in Hull, exclusively for our customers.

[H3]

[H3] Trusted performance
Choose broadband from the provider that local blue light services across the region rely on.

[H3]

[H3] Hull call centre
Talk to someone just down the road to get the support you need. Our engineers are local to you too.

[H2]

[H2] Power Fibre 100

Reliable connectivity for all your essentials with some left for play.

100 Mbps upload speed
24 month contract

£41.99 a month*

£19.99

a month*

*Increasing to:

[H2] Power Fibre 500

A premium experience for gamers, streamers and busy households.

500 Mbps upload speed
24 month contract

£34.99
a month*

*Increasing to:

[H2] Power Fibre 900

For heavy users who want to beat the wait time in getting the latest updates.

500 Mbps upload speed
24 month contract

£ a month*

£39.99

a month*

*Increasing to:

Trustpilot

[H2] What your neighbours are saying about us
Trustpilot

[H2]

[H3]

[H3] Amazon eero 6+ router included in your package
We've partnered with Amazon eero to combine the award-winning eero 6+ router with our powerfully fast full fibre broadband.

[H2]

[IMG: Image shows women interacting with a screen.]

[H3]

[H3] We'll handle your switch so you don't have to
There’s no need to call your old provider, no awkward cancellation conversations, and no disruption to your internet connection. Our 'one-touch switch' process ensures a hassle-free switch to a new broadband deal.

[H2]

[H2] The UK's most reliable broadband.
That's broadband you don't have to worry about.
†Based on Ofcom’s published report (May 2025)

[H2]

[IMG: Roll. No strings, just speed]

[H3]

[H2] Flexible broadband powered by Hull’s full fibre network
Roll onto one of the UK's most reliable networks* with the flexibility of a 30 day rolling contract

[H2] Why KCOM?

Unlock the ultimate experience with our full fibre broadband that delivers uniquely powerful streaming, gaming, security and more.

[H2]

[H3] Real good

[IMG: Image shows a women watching a show on their tablet]

We're the UK's most reliable broadband†, with 99.999% network availability - that's full fibre performance you can rely on.

[H3] Real local

[IMG: Image shows a women gaming]

Our broadband network is exclusively for Hull and East Yorkshire - you're not competing with the rest of the UK for our full fibre.

[H3] The power is all yours

[IMG: A man with laptop in his living room.]

On top of reliable full fibre, you also get Wi-Fi 6 routers, app control, enhanced security - a powerful full fibre experience all round.

[H2] Award-winning home broadband

[IMG: ISPA 2024 - Sustainability (1)]

For our commitment to sustainability and reduced energy consumption.

[IMG: UK Fibre 2025 - Digital Inclusivity (1)]

For providing essential connectivity to local community groups.

[IMG: UK Fibre 2025 - Community Champion (1)]

For our work with local charities, such as HEY Children’s University.

[IMG: UK Fibre 2025 - Marketing (1)]

In recognition of our impactful 'The Power is All Yours' campaign.
4738 chars
SUB-PAGE (https://kcom.com/careers/) Careers & Job Vacancies | KCOM
Skip navigation to main content

Home
Careers

[H1]

Careers

Working at KCOM you'll be part of a team of 600 talented people based, all doing their best every day for the customers, communities and people we work with.
We have lots of opportunities for the right people in our business - people who are passionate about improving our customers’ experience and helping them get the best out of our services. So, if we sound like the sort of business you'd like to be part of, have a look at our latest vacancies.

Diversity and inclusion

We’re committed to providing equal opportunities and will not tolerate discrimination of any kind. Our people are expected to embrace a culture of diversity and to act respectfully and with consideration for others. We make sure our people make the most of their talents through:
Fair and equal promotion and pay policies
Transparent recruitment processes
Individual career development
Ensuring a healthy work/life balance

Training and support

From day one you’ll have your own development plan, tailored to help you succeed in your job and progress in your career. These are some of the opportunities we offer:
An induction programme, giving you an overview of our business, along with all you'll need to feel passionate, inspired and excited about your new role with us
Access to workshops, e-learning and training resources
On-the-job experiences
Coaching, mentoring and buddying
Career pathways so you can understand career development opportunities

[H3]
Vacancies

Find a role that's right for you. Browse through all of the vacancies we currently have here at KCOM.

Find out more

[H3]
Employee stories

Read stories about people's experiences and why it's great to work at KCOM.

Find out more

[H3]
Our teams

At KCOM we’re organised within two main teams focused on serving different customer groups. Colleagues across these teams are supported by our group service functions and united by their goal to deliver the best possible experience for our customers.

Find out more

[H3]
Benefits

Our people are our most valuable asset, and we go to great lengths to look after you personally and professionally.

Find out more

[H3]
Application process

Everyone plays a part in our success so we want to make sure you’re the right fit for us and we’re the right fit for you.

Find out more
2886 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
8Review mentions (all pages)
5External proof links (all pages)
PageReviewsProof links
/ (home) 0 1
/news/search/ 0 1
/home/ 8 2
/careers/ 0 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/news/search/ — no schema detected (entity gap)
/home/ — no schema detected (entity gap)
/careers/ — 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
IT Services, Hosting & Managed Services
45.8 Avg BS

Based on 761 businesses audited.

BS Detector

IT Services, Hosting & Managed Services BS: KCOM (kcom.com)

https://kcom.com 📍 Industry: IT Services, Hosting & Managed Services
30 BS / 100

KCOM is a substance-heavy regional incumbent that is currently let down by poor technical housekeeping and a lack of modern metadata. It provides more hard data than 90% of its competitors but risks looking like a ‘commodity’ through over-reliance on the phrase ‘award-winning’ and a broken search engine.

Info Density Power-words vs. Substance ratio.
10
33% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
2
10% BS
Commodity Fingerprint Detection of industry clichés/templates.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
13
87% BS

Immediate remediation of the 500 Internal Server error on the search page is required to align with reliability claims. Implement Organization and LocalBusiness schema to provide search engines with verifiable authority signals. Reduce the frequency of the power word ‘Award-winning’ in H2 and H3 tags, replacing them with the specific name of the award to increase Information Density. Add a dedicated ‘Blue Light’ case study page to substantiate the claim that emergency services rely on their network.

KCOM is accurately classified within the telecommunications and managed network services sector. The content focus is heavily on fiber infrastructure, wholesale voice/data, and regional connectivity, which aligns with the broader IT and managed infrastructure category despite its primary consumer identity as an ISP.

“The score of 30 is driven primarily by the 'Identity and Authority' pillar (13/15), due to the absence of schema and the presence of a server error page. Information density is relatively low-BS (10/30) due to high specificity in pricing and fault stats. The site performs exceptionally well in semantic coherence (1/20), showing a tight alignment between its promises and its service delivery descriptions.”

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