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

Industry Context — Common BS Fingerprints in Food, Restaurants & Delivery
Generic Claims: the best food in town, authentic flavors, made with love, quality ingredients…
Red Flags: no food hygiene rating displayed, stock food photography, locally sourced claims without naming any supplier, award claims without verifiable source…
Semantic Drift Patterns: homepage claims fine dining but menu prices are casual, claims locally sourced but no suppliers named, homepage shows plated dishes but delivery menu is different items, claims authentic cuisine but menu is fusion with no cultural specificity…
Proof Expectations: food hygiene rating displayed, named ingredient suppliers and sources, chef background and culinary credentials, real food photography not stock images…

Tyrrells

(https://tyrrellscrisps.co.uk) 📸 Data Snapshot: June 20, 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 – Tyrrells (https://tyrrellscrisps.co.uk)
Title

Home – Tyrrells

H1 A TyrrellblyTyrrellbly Tastyjourney
H2 Take a look at ourTyrrellbly Tyrrellbly Tasty products
H2 The process
H2 From Field
H2 Only the FINEST SPUDS
H2 Have a gander
H2 Handcooked
H2 Our signature CRUNCH
H2 Oodles of
H2 Delve a little deeperand discover more about us
H2 WE’VE CREATED SOMEdelectable delicacies for you to try
H2 Scrumptious savoury egg custard, paired with Tyrrellbly, Tyrrellbly tasty Tyrrells black truffle & sea salt crisps
H2 We’re a social bunchwho like to entertain!
H2 Proud sponsors
H3 Potato Crisps
H3 Veg Crisps
H3 Lentil Crisps
H3 Furrows Crisps
H3 AROUND THE FARM BELOW
H3 FLAVOUR
H3 External Link Warning
H4 TO STORE
H4 are good enough
H4 IN SMALL BATCHES
H4 For less greasy fingers!
H5 (to tickle your tastebuds)
NAV_HEADER_REPEATED_BODY_FOOTER Farm – Tyrrells (https://tyrrellscrisps.co.uk/the-farm/)
Title

Farm – Tyrrells

H1 Let’s get digginginto our history
H2 We’re Tyrrells ofTyrrells Court Farm Herefordshire
H2 The History
H2 British Potatoes
H2 2002
H2 2003
H2 2004
H2 2006
H2 2008
H2 2010
H2 2011
H2 2012
H2 2012
H2 2014
H2 2016
H2 2017
H2 2018
H2 2018
H2 2019
H2 2020
H2 2021
H2 Meet the characters
H2 Delve a little deeperand discover more about us
H2 Proud sponsors
H3 Happy birthday to us!
H3 External Link Warning
NAV_HEADER_REPEATED_BODY_FOOTER Sustainability – Tyrrells (https://tyrrellscrisps.co.uk/sustainability/)
Title

Sustainability – Tyrrells

H1 Sustainability
H2 Introducing Recycled Plastic Into Our Packs
H2 Cutting back on packaging
H2 Recycling your crisp packets
H2 Potatoes
H2 We cover our crop
H2 Proud sponsors
H3 Terrific benefits include:
H3 External Link Warning
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Range – Tyrrells (https://tyrrellscrisps.co.uk/range/)
Title

Range – Tyrrells

H1 Explore ourTyrrellbly, Tyrrellbly tasty range
H2 Proud sponsors
H3 Potato Crisps
H3 Veg Crisps
H3 Lentil Crisps
H3 Furrows Crisps
H3 External Link Warning
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://tyrrellscrisps.co.uk) Home – Tyrrells
[H1] A TyrrellblyTyrrellbly Tastyjourney
Welcome to Tyrrells.Take a peek intoour little world
[H2] Take a look at ourTyrrellbly Tyrrellbly Tasty products
[H3] Potato Crisps
View
[H3] Veg Crisps
View
[H3] Lentil Crisps
View
[H3] Furrows Crisps
View
[H2] The process
1

[H2]
From Field
[H4]
TO STORE

We get our tatties from British soil with many of our potatoes coming from local farmers.

2

[H2]
Only the
FINEST SPUDS
[H4] are good enough

We specially select our potatoes from British farmers.

3

[H2] Have a gander

[H3] AROUND THE FARM BELOW

[IMG: Click to view more]

[H2]
Handcooked
[H4]
IN SMALL BATCHES
In our book there’s only one way to cook
crisps, and that’s by hand

4

[H2]
Our signature
CRUNCH
[H4] For less greasy fingers!

It’s a subtle science. The moment they leave the
fryer, our crisps go into our "Big Spinny Thing™".
Not dissimilar from your mother’s tumble drier,
our clever contraption drives off any excess oil.

[IMG: View our Range]

[IMG: Best enjoyed with your favourite tipple!]

[IMG: Oh Derek, that]

5

[H2]
Oodles of
[H3]
FLAVOUR
[H5] (to tickle your tastebuds)

MSG, disodium 5 – we wouldn’t dream of
using any of these in our crisps..

[H2] Delve a little deeperand discover more about us
We’re frightfullygreen-fingeredDiscover
A homefrom homeExplore
[H2] WE’VE CREATED SOMEdelectable delicacies for you to try

[H2] Scrumptious savoury egg custard, paired with Tyrrellbly, Tyrrellbly tasty Tyrrells black truffle & sea salt crisps
Serves 4 (you’ll need 4 ramekins)
Ingredients: 100ml single cream, 200ml double cream, 1 clove of garlic cut in half, 1 sprig of thyme, 50g grated Gruyère or similar hard cheese, 25g Parmesan, 2 egg yolks, a pinch of cayenne pepper, softened butter for greasing, sea salt and ground white pepper to taste, and Tyrells back truffle & sea salt crisps, to serve.

Read story

[H2] We’re a social bunchwho like to entertain!
Join our community of crisp conversationalists for reflections, musings and entertainment!
Facebook
X
Instagram

Apart from our potatoeswe don’t dress up for show!
2193 chars
SUB-PAGE (https://tyrrellscrisps.co.uk/the-farm/) Farm – Tyrrells
[H1] Let’s get digginginto our history
Over the years, our range has grown to include a vast variety of scoffable snacks, but we still call the Herefordshire countryside our home. (It’s where all the good fields and pubs are.)
[IMG: Tyrrells Court Farm]
[H2] We’re Tyrrells ofTyrrells Court Farm Herefordshire
A day on the farmwith Henrietta
It’s an early wakeup call on TyrrellsFarm each day
[H2] The History
We started making Crisps at Tyrrells Court Farm back in 2002, and we’re still here today! Scroll down to take a look at our timeline.
[H2] British Potatoes
We use British potatoes from carefully selected farmers.
[IMG: Tyrrells Court Farm]
[H2] 2002
In a small converted potato shed at Tyrrells Court Farm, the first hand-cooked Tyrrells crisps tumbled out of a fryer and were sent to our favourite local farm shops and delis to try.
[H2] 2003
With five potato crisp seasonings in the bag, the team turned their hand to making parsnip, beetroot and carrot crisps creating a celebration of roots at their most resplendent.
[H2] 2004
Our crisps seem to be appealing overseas, a craving we felt obliged to cater for so we popped some on a voyage to France & Ireland.
[H2] 2006
Strawberry & Sweet Chilli “Love crisps” were brought to life and we hand wrote 2000 valentine cards for our beloved Tyrrellers.
[H2] 2008
The Duchess of Cornwall was airdropped by a chopper in our garden specially to taste test our scrumptious crisps. She was quite impressed if we do say so ourselves!
[H2] 2010
Out popped our perfectly popped kernels, producing our famous Poshcorn.
[IMG: Furrows Sea Salt & Vinegar]
[H2] 2011
With the gentleman’s palette in mind, we seeked the land for a sturdy hummus shovel. Our Furrows, crinkly cut crisps were born.
[H2] 2012
[H3] Happy birthday to us!
10 years, 120 months, 3652 days, 87660 hours, 5259600 minutes, 315576000 seconds creating our splendid crisps.
[H2] 2012
In true Downton Abbey style, we met Her Majesty The Queen and told her all about the farm. She commented that “it’s all about the flavours these days I suppose!”.
We couldn’t agree more Ma’am!
To celebrate her Diamond Jubilee, we inaugurated our British red, white & blue crisps. All with natural colourings, that’s right, blue spuds!
[H2] 2014
In a true sporting manner, we created our Cricket Tea Crisps limited edition for the summer.
[H2] 2016
Beep Beep! We offered our Tyrrellers the chance to win a mini with every pack they crunched.
[H2] 2017
The finest ingredients are always at the centre of what we do, with that in mind we used the most sumptuous of culinary delicacies, the black truffle to create a crisp ideal for ritzy get togethers.
[IMG: Black Truffle & Sea Salt]
[IMG: Tyrrells Strawberry Black PepperScoop]
[H2] 2018
Jolly Good Scoop! We churned our thoughts into one big tub of delicious ice cream using every last crumb of our crisps. We do love a good April fools!!
[H2] 2018
We raised a crisp of sparkle to the wonderful union of Prince Harry and Meghan Markle with our Ginger & Sparkle royal wedding pack.
[IMG: Tyrrells ginger & sparkle]
[IMG: Tyrrells aphrodisiac]
[H2] 2019
To celebrate Valentine’s day, we launched our Aphrodisiac crisps. A tenderly bracing duo of the tantalising tingle of chilli with sweet and sticky honey. A helping hand to get your heart racing.
[H2] 2020
We cracked open the Tyrrells Nut Medley range, offering a spiffingly superior breed of nibble. Combining the finest nuts we could forage with delightfully delectable seasonings, they’re perfect for adding some nutty pizzazz to any soiree.
[IMG: Nut Medley]
[H2] 2021
Our new Lentil crisps are tyrrellbly tyrrellbly tasty! An exquisitely light and crunchy crisp, with oodles of flavour, they may just be too good to share!
[H2] Meet the characters
We use potatoes from UK farmers.
Meet the characters
[H2] Delve a little deeperand discover more about us
We’re frightfullygreen-fingeredDiscover
A homefrom homeExplore
3949 chars
SUB-PAGE (https://tyrrellscrisps.co.uk/sustainability/) Sustainability – Tyrrells
[H1] Sustainability
[H1] 2024
[H2] Introducing Recycled Plastic Into Our Packs
As part of our ongoing commitment to help protect our planet and reduce the use of virgin materials, we’ve introduced 25% recycled plastic within our packaging, this is based on the ISCC mass balance approach.
For now, due to availability, this recycled material features across our most popular Tyrrellbly Tyrrellbly Tasty 150g sharing packs; Tyrrells Lightly Sea Salted, Tyrrells Mature Cheddar & Chive, Tyrrells Sea Salt & Cider Vinegar, and Tyrrells Sweet Chilli & Red Pepper.
[H1] 2022
[H2] Cutting back on packaging
Although crisp packets keep our Tyrrells crisps fresh and tasty, the nature of the plastic film means you can’t yet put them in your normal domestic recycling. This is because the infrastructure to recycle this material is not currently available at scale in the UK. Therefore, to help combat this, we are taking action to cut back on our plastic packaging usage.
Our packs might feel a bit thinner than they used to but don’t worry chaps and chapesses, our crisps are just the same and still Tyrrellbly Tyrrellbly Tasty!
* 25% less packaging by weight versus 2021 across the Tyrrells Potato & Veg Crisps range
[H2] Recycling your crisp packets
[IMG: Recycle with bags at large supermarket (don]
[H2] Potatoes
Only the finest spuds are good enough for Tyrrells.
That’s why we have established relationships with our carefully selected spud growers. Our close ties mean we source the finest quality British potatoes.
[H2] We cover our crop
We have an initiative which promotes positive practices such as the use of cover crops to promote soil health within our supply chain.
This activity means we are always keeping a living root in the soil. By growing selected cover crops in the window between food crops such as cereals and potatoes on the land we create soil cover over the winter period when the soil would traditionally be left bare. This practice is a key component of regenerative agriculture and offers a nature-based solution to climate mitigation.
[H3] Terrific benefits include:
improved water infiltration, reducing flood risk
recycling & retention of major nutrients such as Nitrogen, Phosphorus, & Potassium
reduced risk of soil erosion and nutrient leaching into water courses
broken disease cycles
healthier soil & encouragement of microbes that feed and protect other crops
enhanced biodiversity, providing a habitat for pollinators and other species
2498 chars
SUB-PAGE · THIN (https://tyrrellscrisps.co.uk/range/) Range – Tyrrells
[H1] Explore ourTyrrellbly, Tyrrellbly tasty range
Here at Tyrrells we are proud to offer a Tyrrellbly, Tyrrellbly tasty range of treats.
[H3] Potato Crisps
View
[H3] Veg Crisps
View
[H3] Lentil Crisps
View
[H3] Furrows Crisps
View
231 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
8Review mentions (all pages)
5External proof links (all pages)
PageReviewsProof links
/ (home) 2 2
/the-farm/ 2 1
/sustainability/ 2 1
/range/ 2 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
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/range/
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            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.tyrrellscrisps.co.uk/range/"
                    ]
                }
            ]
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.tyrrellscrisps.co.uk/range/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home",
                    "item": "https://www.tyrrellscrisps.co.uk/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "Range"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.tyrrellscrisps.co.uk/#website",
            "url": "https://www.tyrrellscrisps.co.uk/",
            "name": "Tyrrells",
            "description": "Hand-cooked English crisps",
            "publisher": {
                "@id": "https://www.tyrrellscrisps.co.uk/#organization"
            },
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.tyrrellscrisps.co.uk/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-GB"
        },
        {
            "@type": "Organization",
            "@id": "https://www.tyrrellscrisps.co.uk/#organization",
            "name": "Tyrrells",
            "url": "https://www.tyrrellscrisps.co.uk/",
            "logo": {
                "@type": "ImageObject",
                "inLanguage": "en-GB",
                "@id": "https://www.tyrrellscrisps.co.uk/#/schema/logo/image/",
                "url": "https://tyrrellscrisps.co.uk/wp-content/uploads/2020/09/logo.png",
                "contentUrl": "https://tyrrellscrisps.co.uk/wp-content/uploads/2020/09/logo.png",
                "width": 1000,
                "height": 377,
                "caption": "Tyrrells"
            },
            "image": {
                "@id": "https://www.tyrrellscrisps.co.uk/#/schema/logo/image/"
            }
        }
    ]
}

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
Food, Restaurants & Delivery
42.4 Avg BS

Based on 2707 businesses audited.

BS Detector

Food, Restaurants & Delivery BS: Tyrrells (tyrrellscrisps.co.uk)

https://tyrrellscrisps.co.uk 📍 Industry: Food, Restaurants & Delivery
21 BS / 100

Tyrrells utilizes a highly effective ‘British Eccentric’ brand mask to distract from the commodity nature of snack manufacturing. While the sustainability technicalities provide legitimate substance, the stale historical timeline and refusal to name a single ‘local farmer’ creates a significant gap between the farm-to-table Signal and the corporate-scale Substance. It is a low-BS site that is currently coasting on brand equity and technical terminology rather than real-time proof.

Info Density Power-words vs. Substance ratio.
8
27% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
1
5% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
6
30% BS
Commodity Fingerprint Detection of industry clichés/templates.
3
20% BS
Identity & Authority Expert verifiability & Schema depth.
3
20% BS

1. Name at least three specific British farms in the ‘Meet the characters’ section to validate ‘locally sourced’ claims. 2. Update the ‘History’ timeline to include a 2024-2026 entry to resolve the 5-year stale evidence gap. 3. Fix the character spacing errors in H1 and H2 headings (‘TyrrellblyTyrrellbly’, ‘deeperand’). 4. Populate the ‘Range’ page with specific product weights, nutritional highlights, and availability data to move it beyond a placeholder state.

The site strongly aligns with the Food & Snacks category, focusing on production origin and ingredient quality. The content consistently references agricultural sourcing and manufacturing processes relevant to the industry.

“The score of 21 reflects a fundamentally honest site with high technical substance in its sustainability reporting. Points were primarily earned for stale historical evidence (IA), concept repetition (ID), and the lack of verifiable named entities in sourcing claims (TP). The unique brand voice and technical process descriptions significantly depressed the Commodity Fingerprint score.”

Verified Analysis Date: June 20, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result