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

Industry Context — Common BS Fingerprints in Healthcare Providers & Medical Clinics
Generic Claims: world-class healthcare, your health is our priority, compassionate care, trusted by thousands of patients…
Red Flags: no CQC registration or equivalent regulatory status, practitioner names without GMC or registration numbers, guaranteed treatment outcomes for complex conditions, testimonials making medical claims…
Semantic Drift Patterns: homepage claims specialist expertise but services page is general practice, claims evidence-based but promotes unproven treatments, homepage targets complex conditions but offerings are routine screenings, claims NHS and private but private is the only visible option…
Proof Expectations: CQC registration and rating, GMC or relevant professional registration for all practitioners, named specialist qualifications and training, published fees and pricing transparency…

Haxby Opticians

(https://www.haxbyopticians.co.uk) 📸 Data Snapshot: May 21, 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 Optometrists in Haxby | Haxby Opticians (https://www.haxbyopticians.co.uk)
Title

Optometrists in Haxby | Haxby Opticians

Meta

For well-known optometrists in the York area that provide eye tests and designer frames, contact Haxby Opticians. To book an appointment call us today

H1 Professional Optometrists atHaxby Opticians
H2 Well-known opticians in the York area
H3 Eye Testing
H3 Frames
H3 Contact Lenses
H3 About Haxby Opticians
H3 Why choose us?
H3 Contact Us
H5 CONTACT
H5 ADDRESS
H5 CLINIC HOURS
H5 FOLLOW US
NAV_HEADING_REPEATED_BODY Eye tests | Haxby Opticians (https://haxbyopticians.co.uk/eye-tests/)
Title

Eye tests | Haxby Opticians

Meta

For private or NHS eye tests in the York area, including children

H1 Comprehensive and thorough eye tests
H3 Why do I need an eye test?
H3 OCT Scans
H3 Coloured Overlays
H3 Colorimetry Assessment forVisual Stress
H3 Contact Us
H5 CONTACT
H5 ADDRESS
H5 CLINIC HOURS
H5 FOLLOW US
NAV_HEADING_REPEATED_BODY Glasses frames | Haxby Opticians (https://haxbyopticians.co.uk/frames/)
Title

Glasses frames | Haxby Opticians

Meta

it

H1 Frames
H3 Contact Us
H5 CONTACT
H5 ADDRESS
H5 CLINIC HOURS
H5 FOLLOW US
NAV_HEADING_REPEATED_BODY Contact lenses | Haxby Opticians (https://haxbyopticians.co.uk/contact-lenses/)
Title

Contact lenses | Haxby Opticians

Meta

For a range of quality contact lenses, including disposable contact lenses, in the Haxby, York area, call Haxby Opticians today. Contact us.

H1 Quality contact lenses
H3 Disposable contact lenses
H3 Contact Us
H5 CONTACT
H5 ADDRESS
H5 CLINIC HOURS
H5 FOLLOW US
NAV_HEADING_REPEATED_BODY Contact Haxby Opticians | York (https://haxbyopticians.co.uk/contact/)
Title

Contact Haxby Opticians | York

Meta

To make an appointment at a well-known opticians in the York area, call Haxby Opticians on 01904 761 216. Contact us today with your requirements.

H1 Contact Haxby Opticians
H3 Business Hours
H3 Contact Us
H5 CONTACT
H5 ADDRESS
H5 CLINIC HOURS
H5 FOLLOW US
HEADING_BODY Eye tests | Haxby Opticians (https://haxbyopticians.co.uk/services/)
Title

Eye tests | Haxby Opticians

Meta

For private or NHS eye tests in the York area, including children

H1 Comprehensive and thorough eye tests
H3 Why do I need an eye test?
H3 OCT Scans
H3 Coloured Overlays
H3 Colorimetry Assessment forVisual Stress
H3 Contact Us
H5 CONTACT
H5 ADDRESS
H5 CLINIC HOURS
H5 FOLLOW US
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://www.haxbyopticians.co.uk) Optometrists in Haxby | Haxby Opticians
[IMG: Haxby Opticians]

01904 761 216 info@haxbyopticians.co.uk

[H1] Professional Optometrists atHaxby Opticians

[H2] Well-known opticians in the York area
Whether you need to book an eye test
or you are looking to replace your existing eyewear with a more up to date pair, please feel free to pop in and see us or contact us today
to arrange an appointment.

[IMG: Eye testing]

[H3] Eye Testing

[IMG: Frames]

[H3] Frames

[IMG: Contact lenses]

[H3] Contact Lenses

[H3] About Haxby Opticians
Based in Haxby, north of York, Haxby Opticians have been established for more than 15 years and have gained a superb reputation for providing thorough eye examinations in a friendly, welcoming environment. Alongside Colorimetry Assessment, we offer a wide range of frames from budget to designer and knowledgeable staff are always on hand ready to help.
[IMG: About Haxby Opticians]

[IMG: Why choose Haxby Opticians]

[H3] Why choose us?
Qualified and professional dispensing opticians and optometristsEstablished for over 15 yearsFree, easy parkingAll staff are highly experienced and great with childrenOCT is available for all eye examinations

Looking for an optometrist and living in the York area? Call Haxby Opticians on01904 761 216
[H3] Contact Us

Thank you for contacting us.We will get back to you as soon as possible.
Oops, there was an error sending your message.Please try again later.

Email us

[H5] CONTACT
01904 761 216info@haxbyopticians.co.uk

[H5] ADDRESS
Haxby Opticians6 Ryedale CourtThe VillageHaxbyYorkNorth YorkshireYO32 3SA
[H5] CLINIC HOURS
Mon - Fri
9:00
- 17:30

Saturday
9:00
- 16:00

Sunday
Closed

[H5] FOLLOW US
[IMG: Review us on Yell.com]

Terms of Use
|  Privacy & Cookie Policy
|  Trading Terms
© 2026. The content on this website is owned by us and our licensors. Do not copy any content (including images) without our consent.

Share by:
2102 chars
SUB-PAGE (https://haxbyopticians.co.uk/eye-tests/) Eye tests | Haxby Opticians
[IMG: Haxby Opticians]

01904 761 216 info@haxbyopticians.co.uk

Eye Tests

[H1] Comprehensive and thorough eye tests

Private or NHS, you can trust Haxby Opticians to carry out a thorough eye test and identify any potential problems with your eyes. We offer an OCT scan (as part of the sight test) which produces a 3D image showing the layers and structure of the eye. This gives a more in depth health check compared to the standard 2D image.Our highly qualified optometrists have many years' experience in undertaking eye tests on people of all ages and are particularly accustomed to carrying out children's eye tests.

[H3] Why do I need an eye test?
It is extremely important to have regular eye tests, at least every 2 years, depending on what your optician recommends. Not only is it vital to ensure your eyesight is still up to scratch, but it is also important to check for other health issues. Diabetics and glaucoma sufferers should have an eye test every 12 months.To book your eye test, please contact us today.

[H3] OCT Scans
We include an OCT scan as part of our private eye examination and it can be included as part of an NHS test for a small fee.  It produces a three dimensional, cross-sectional scan of the back of the eye.  The scan is completely painless, takes a couple of seconds and nothing will touch your eyes during the process.The scan allows both instant and early diagnosis of several common ocular conditions such as: Age-related Macular DegenerationDiabetesGlaucomaVitreous DetachmentsRetinal DetachmentsMacular Holes
If you have previously been diagnosed with any of these conditions, the OCT scan will allow us to monitor the progression of these closely and can be compared year on year to show even the smallest changes in the eye's health.For more information please contact us about OCT scans today.

[H3] Coloured Overlays
This is the second stage, after a full eye examination, in aiding symptoms of visual stress.  If you suffer from visual stress when reading, the symptoms may be reduced using coloured filters or an overlay placed over the text.  Visual stress can affect key aspects of daily life including reading fluency, concentration and comprehension.  The colour of the overlay will be specific to the needs of each individual and can be supplied after an assessment.If you find using coloured overlays beneficial, you may find precision tinted lenses are helpful too.  These are prescribed as a result of a Colorimetry Assessment.

[H3] Colorimetry Assessment forVisual Stress
Following the successful use of a coloured overlay, the Intuitive Colorimeter can be used to determine a more precise colour for use in spectacles.  The colour found after a Colorimetery Assessment may differ from the overlay colour previously used by a patient.  This is normal, as the precision of colour is not available within the limited selection of overlays.The examination is performed by a trained Optician who can prescribe precision tinted lenses as appropriate, finding the specific colour for each individual.

Need to book an eye test and live in the York area? Call Haxby Opticians on01904 761 216
[H3] Contact Us

Thank you for contacting us.We will get back to you as soon as possible.
Oops, there was an error sending your message.Please try again later.

Email us

[H5] CONTACT
01904 761 216info@haxbyopticians.co.uk

[H5] ADDRESS
Haxby Opticians6 Ryedale CourtThe VillageHaxbyYorkNorth YorkshireYO32 3SA
[H5] CLINIC HOURS
Mon - Fri
9:00
- 17:30

Saturday
9:00
- 16:00

Sunday
Closed

[H5] FOLLOW US
[IMG: Review us on Yell.com]

Terms of Use
|  Privacy & Cookie Policy
|  Trading Terms
© 2026. The content on this website is owned by us and our licensors. Do not copy any content (including images) without our consent.

Share by:
3964 chars
SUB-PAGE (https://haxbyopticians.co.uk/frames/) Glasses frames | Haxby Opticians
[IMG: Haxby Opticians]

01904 761 216 info@haxbyopticians.co.uk

Frames

[H1] Frames

We stock a wide range of frames to suit all tastes, from budget to designer, there is something for everyone.

View Frames

View Frames

View Frames

View Frames

View Frames

View Frames

[H3] Contact Us

Thank you for contacting us.We will get back to you as soon as possible.
Oops, there was an error sending your message.Please try again later.

Email us

[H5] CONTACT
01904 761 216info@haxbyopticians.co.uk

[H5] ADDRESS
Haxby Opticians6 Ryedale CourtThe VillageHaxbyYorkNorth YorkshireYO32 3SA
[H5] CLINIC HOURS
Mon - Fri
9:00
- 17:30

Saturday
9:00
- 16:00

Sunday
Closed

[H5] FOLLOW US
[IMG: Review us on Yell.com]

Terms of Use
|  Privacy & Cookie Policy
|  Trading Terms
© 2026. The content on this website is owned by us and our licensors. Do not copy any content (including images) without our consent.

Share by:
1142 chars
SUB-PAGE (https://haxbyopticians.co.uk/contact-lenses/) Contact lenses | Haxby Opticians
[IMG: Haxby Opticians]

01904 761 216 info@haxbyopticians.co.uk

Contact Lenses

[H1] Quality contact lenses

If you're fed up of wearing glasses on a daily basis and fancy a change, then why not try contact lenses? Our high quality contact lenses are extremely comfortable and provide exceedingly clear vision.For more information or a free trial, please contact our friendly team in Haxby today.

[H3] Disposable contact lenses
From daily to monthly, we highly recommend disposable contact lenses. They are cost-effective and convenient, and can be worn on a part-time basis or all day long.

Thinking of switching to contact lenses? Call Haxby Opticians today on01904 761 216
[H3] Contact Us

Thank you for contacting us.We will get back to you as soon as possible.
Oops, there was an error sending your message.Please try again later.

Email us

[H5] CONTACT
01904 761 216info@haxbyopticians.co.uk

[H5] ADDRESS
Haxby Opticians6 Ryedale CourtThe VillageHaxbyYorkNorth YorkshireYO32 3SA
[H5] CLINIC HOURS
Mon - Fri
9:00
- 17:30

Saturday
9:00
- 16:00

Sunday
Closed

[H5] FOLLOW US
[IMG: Review us on Yell.com]

Terms of Use
|  Privacy & Cookie Policy
|  Trading Terms
© 2026. The content on this website is owned by us and our licensors. Do not copy any content (including images) without our consent.

Share by:
1482 chars
SUB-PAGE (https://haxbyopticians.co.uk/contact/) Contact Haxby Opticians | York
[IMG: Haxby Opticians]

01904 761 216 info@haxbyopticians.co.uk

Contact Us

[H1] Contact Haxby Opticians

Whether you need an appointment, or you require more information regarding our range of optical services, please feel free to contact us. Telephone: 01904 761 216Email:
info@haxbyopticians.co.ukAddress:Haxby Opticians6 Ryedale CourtThe VillageHaxbyYorkNorth YorkshireYO32 3SA
[H3] Business Hours
Mon - Fri
9:00
- 17:30

Saturday
9:00
- 16:00

Sunday
Closed

[H3] Contact Us

Thank you for contacting us.We will get back to you as soon as possible.
Oops, there was an error sending your message.Please try again later.

Email us

[H5] CONTACT
01904 761 216info@haxbyopticians.co.uk

[H5] ADDRESS
Haxby Opticians6 Ryedale CourtThe VillageHaxbyYorkNorth YorkshireYO32 3SA
[H5] CLINIC HOURS
Mon - Fri
9:00
- 17:30

Saturday
9:00
- 16:00

Sunday
Closed

[H5] FOLLOW US
[IMG: Review us on Yell.com]

Terms of Use
|  Privacy & Cookie Policy
|  Trading Terms
© 2026. The content on this website is owned by us and our licensors. Do not copy any content (including images) without our consent.

Share by:
1284 chars
SUB-PAGE (https://haxbyopticians.co.uk/services/) Eye tests | Haxby Opticians
[IMG: Haxby Opticians]

01904 761 216 info@haxbyopticians.co.uk

Eye Tests

[H1] Comprehensive and thorough eye tests

Private or NHS, you can trust Haxby Opticians to carry out a thorough eye test and identify any potential problems with your eyes. We offer an OCT scan (as part of the sight test) which produces a 3D image showing the layers and structure of the eye. This gives a more in depth health check compared to the standard 2D image.Our highly qualified optometrists have many years' experience in undertaking eye tests on people of all ages and are particularly accustomed to carrying out children's eye tests.

[H3] Why do I need an eye test?
It is extremely important to have regular eye tests, at least every 2 years, depending on what your optician recommends. Not only is it vital to ensure your eyesight is still up to scratch, but it is also important to check for other health issues. Diabetics and glaucoma sufferers should have an eye test every 12 months.To book your eye test, please contact us today.

[H3] OCT Scans
We include an OCT scan as part of our private eye examination and it can be included as part of an NHS test for a small fee.  It produces a three dimensional, cross-sectional scan of the back of the eye.  The scan is completely painless, takes a couple of seconds and nothing will touch your eyes during the process.The scan allows both instant and early diagnosis of several common ocular conditions such as: Age-related Macular DegenerationDiabetesGlaucomaVitreous DetachmentsRetinal DetachmentsMacular Holes
If you have previously been diagnosed with any of these conditions, the OCT scan will allow us to monitor the progression of these closely and can be compared year on year to show even the smallest changes in the eye's health.For more information please contact us about OCT scans today.

[H3] Coloured Overlays
This is the second stage, after a full eye examination, in aiding symptoms of visual stress.  If you suffer from visual stress when reading, the symptoms may be reduced using coloured filters or an overlay placed over the text.  Visual stress can affect key aspects of daily life including reading fluency, concentration and comprehension.  The colour of the overlay will be specific to the needs of each individual and can be supplied after an assessment.If you find using coloured overlays beneficial, you may find precision tinted lenses are helpful too.  These are prescribed as a result of a Colorimetry Assessment.

[H3] Colorimetry Assessment forVisual Stress
Following the successful use of a coloured overlay, the Intuitive Colorimeter can be used to determine a more precise colour for use in spectacles.  The colour found after a Colorimetery Assessment may differ from the overlay colour previously used by a patient.  This is normal, as the precision of colour is not available within the limited selection of overlays.The examination is performed by a trained Optician who can prescribe precision tinted lenses as appropriate, finding the specific colour for each individual.

Need to book an eye test and live in the York area? Call Haxby Opticians on01904 761 216
[H3] Contact Us

Thank you for contacting us.We will get back to you as soon as possible.
Oops, there was an error sending your message.Please try again later.

Email us

[H5] CONTACT
01904 761 216info@haxbyopticians.co.uk

[H5] ADDRESS
Haxby Opticians6 Ryedale CourtThe VillageHaxbyYorkNorth YorkshireYO32 3SA
[H5] CLINIC HOURS
Mon - Fri
9:00
- 17:30

Saturday
9:00
- 16:00

Sunday
Closed

[H5] FOLLOW US
[IMG: Review us on Yell.com]

Terms of Use
|  Privacy & Cookie Policy
|  Trading Terms
© 2026. The content on this website is owned by us and our licensors. Do not copy any content (including images) without our consent.

Share by:
3964 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
51Review mentions (all pages)
24External proof links (all pages)
PageReviewsProof links
/ (home) 9 4
/eye-tests/ 8 4
/frames/ 8 4
/contact-lenses/ 9 4
/contact/ 9 4
/services/ 8 4
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/eye-tests/ — no schema detected (entity gap)
/frames/ — no schema detected (entity gap)
/contact-lenses/ — no schema detected (entity gap)
/contact/ — no schema detected (entity gap)
/services/ — 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
Healthcare Providers & Medical Clinics
37.7 Avg BS

Based on 305 businesses audited.

BS Detector

Healthcare Providers & Medical Clinics BS: Haxby Opticians (www.haxbyopticians.co.uk)

https://www.haxbyopticians.co.uk 📍 Industry: Healthcare Providers & Medical Clinics
36 BS / 100

Haxby Opticians is a legitimate, substance-heavy local business that suffers from ‘expert anonymity’ and a complete lack of technical SEO identity. It presents as a trustworthy local clinic but fails the forensic test for regulatory transparency by hiding the names of its practitioners.

Info Density Power-words vs. Substance ratio.
10
33% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
7
35% BS
Commodity Fingerprint Detection of industry clichés/templates.
6
40% BS
Identity & Authority Expert verifiability & Schema depth.
11
73% BS

Immediately add the names and GOC registration numbers of all practicing optometrists to the About Us or a new Team page. Implement LocalBusiness and Person schema to allow search engines to verify the business identity and its staff. Link directly to an external NHS or regulatory profile to validate the claim of 15 years in practice. Replace the generic View Frames buttons with specific brand names or a gallery of actual stock to move from template to substance.

The content confirms the classification as a medical eye clinic within the Healthcare Providers category. Technical mentions of OCT scans and Colorimetry for Visual Stress move the site’s substance beyond a simple retail shop into clinical healthcare diagnostics.

“The score of 36 indicates low bullshit. Points were primarily triggered by the Identity and Authority pillar due to the total lack of schema and unnamed experts. The site scored very well in Semantic Coherence and Information Density, suggesting the business is exactly what it claims to be.”

Verified Analysis Date: May 21, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result