Training Example: Town of Cheektowaga – 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…

Town of Cheektowaga

(https://tocny.org) 📸 Data Snapshot: May 24, 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 Town of Cheektowaga (https://tocny.org)
Title

Town of Cheektowaga

H1 Town of Cheektowaga
H2 Accessibility (CTRL+M)
H3 News & Announcements
H3 Pending Development Projects
H3 REGISTER TO VOTE
H3 WEBSITE CONTACT
H3 TOWN HISTORY
H4 1746 Dale Rd
H4 100 McKesson Parkway (Site Plan)
H4 To View Live or Watch Past Meetings of the Cheektowaga Town Board or other established boards/committees
H4 Request for Proposal (RFP) – Consultant Services for Zoning Ordinance Update (Phase 01)
H4 Short-term Rental Property Registration
H4 Hiring a Home Improvement Contractor? Know Your Rights.
H4 1755 Dale Rd
H4 1747 Dale Rd
H4 2560 Walden Avenue
H4 1593 Walden Avenue
H4 2370 Walden Avenue
H4 3695 Broadway Street
NAV_HEADER_REPEATED_BODY Employee Relations – Personnel – Town of Cheektowaga (https://tocny.org/departments/employee-relations/)
Title

Employee Relations – Personnel – Town of Cheektowaga

H1 Employee Relations – Personnel
H2 Cheektowaga is an Equal Opportunity Employer
H2 Accessibility (CTRL+M)
H3 Full-time Job Opportunities
H3 Part-time Employment Opportunities
H3 Part-Time Applications Always Accepted for:
H3 Links To
H3 REGISTER TO VOTE
H3 WEBSITE CONTACT
H3 TOWN HISTORY
H4 Job Application- All Positions Except Youth & Recreation
H4 Union Agreements
H4 Financial Disclosure Form 2026
NAV_HEADER_REPEATED List of Departments – Town of Cheektowaga (https://tocny.org/departments/)
Title

List of Departments – Town of Cheektowaga

H1 List of Departments
H2 Accessibility (CTRL+M)
H3 REGISTER TO VOTE
H3 WEBSITE CONTACT
H3 TOWN HISTORY
NAV_HEADER_REPEATED Short-term Rental Property Registration – Town of Cheektowaga (https://tocny.org/departments/building-department/fire-safety/)
Title

Short-term Rental Property Registration – Town of Cheektowaga

H1 Short-term Rental Property Registration
H2 Accessibility (CTRL+M)
H3 REGISTER TO VOTE
H3 WEBSITE CONTACT
H3 TOWN HISTORY
H4 New Program Started in 2026
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://tocny.org) Town of Cheektowaga
[H1] Welcome to Cheektowaga
Cheektowaga comes from the Erie-Seneca Indian word, Ji-ik-do-wah-gah, or “place of the crabapple tree.”(Click Here to Learn More)

[H3] News & Announcements

[H4]
1746 Dale Rd

[H4]
100 McKesson Parkway (Site Plan)

[H4]
To View Live or Watch Past Meetings of the Cheektowaga Town Board or other established boards/committees

[H4]
Request for Proposal (RFP) – Consultant Services for Zoning Ordinance Update (Phase 01)

[H4]
Short-term Rental Property Registration

[H4]
Hiring a Home Improvement Contractor? Know Your Rights.

More New Items

[H3] Pending Development Projects

[H4]
1755 Dale Rd

[H4]
1747 Dale Rd

[H4]
2560 Walden Avenue

[H4]
1593 Walden Avenue

[H4]
2370 Walden Avenue

[H4]
3695 Broadway Street

See More Projects

Tentative and Final Assessment Roll
Job Openings
opens in a new window
Public Notices
opens in a new window
Meetings & Agendas
opens in a new window
FOIL Request
opens in a new window
Tax Bills Online
opens in a new window
Housing Complaints
opens in a new window
Street Light Complaints
opens in a new window
Highway & Street Complaints
opens in a new window
Tree Complaints
Town Zoning Map (GIS)
Cheektowaga Town Codes
Comprehensive Plan – Adopted
1427 chars
SUB-PAGE (https://tocny.org/departments/employee-relations/) Employee Relations – Personnel – Town of Cheektowaga
Employee Benefit and Insurance UnitThe Employee Benefits and Insurance unit coordinates the administration of all medical, dental, vision programs plus the Worker’s Compensation program for the Town.
Employee/Labor Relations UnitThe Employee/Labor Management Relations unit serves as the Town’s representative in matters pertaining to negotiating contracts,agreements and understandings between the Town and the respective collective bargaining units (five collective bargaining units) representing Town employees.
Employment/Civil Service UnitThe Personnel aspect of the department maintains the records of all past and present Town employees and serves as liaison to the Erie County Department of Personnel as well as processing and administering applications for Town employment, both full and part-time, in accordance with NY State Civil Service Law, and associated regulations.
[H2] Cheektowaga is an Equal Opportunity Employer
[H3] Full-time Job Opportunities

Assessors Office – Real Property Appraisal Technician – May 18 2026

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18 kB

Highway Department – Clerk Typist – May 14 2026-amended

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18 kB

Highway Department – Laborer – May 14 2026

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17 kB

Highway Department _ Motor Equipment Operator b -May 14 2026

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19 kB

Facilities Department (Parks Div) – Laborer – May 13 2026

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125 kB

Facilities Department (Parks Div) – Park Maintenance Worker 1 – May 13 2026

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142 kB

Assessors Office – Real Property Appraiser – April 27 2026 – amended

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110 kB

IT Department – Computer Support Technician – April 22, 2026

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17 kB

Facilities Department (Parks Div) – Working Crew Chief – March 25, 2026

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124 kB

Highway Department – Laborer – March 9 2026 (11) amended

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17 kB

Highway Department – Motor Equipment Operator b – March 9 2026

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19 kB

Highway Department – Motor Equipment Operator a – March 3 2026

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18 kB

[H3] Part-time Employment Opportunities

Historic Preservation Commission looking for members

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22 kB

[H3] Part-Time Applications Always Accepted for:
Part-time- 19/hrs week or Seasonal- 37/hrs week
Various Departments- Clerks and Laborers Senior Services- Van DriverBuilding/Plumbing Office – Assistant Code Enforcement Officer Police Department- Dog Warden, Police Attendant(Detention Officer), School Crossing Guards and Student Assistants
FACILITIES DEPARTMENT (INCLUDING PARKS DIVISION):Hours: Seasonal Laborer- hours and days varyGeneral Statement of Duties:Work involves performing routine manual labor, requiring physical endurance and willingness to perform a variety and repetitive tasks. Activities include cut grass, trimming shrubs, rake leaves, cut bushes, & spade flower beds. Pick up and dispose of garbage in parks & buildings, clean, and service buildings, and maintenance of ball diamonds.Requirements: Resident of Cheektowaga, Must be 18 and have a driver’s license.
SANITATION DEPARTMENT:Hours: Monday – Friday, 6:00 am – 2:00 pmGeneral Statement Of Duties: The work involves the pick – up of grass clippings, lawn and yard refuse and other duties assigned. The work is physical in nature.
3647 chars
SUB-PAGE (https://tocny.org/departments/) List of Departments – Town of Cheektowaga
Assessors’ Office (716)686-3440Building Department (716)686-3470     Housing Complaints/Code Compliance (716)897-7281     Short-term Rental Program (716)686-3490Community & Economic Development (716)897-7200Council Office (716)686-3446Dog Control Office (716)686-3525Emergency Services For EMERGENCIES DIAL 911 (716)893-0847Engineering Department (716)897-7288Facilities & Parks Maintenance (716)656-2280Finance and Accounting (716)686-3469Highway Department (716)686-3450Information Technology & Records Management (716)929-0459Justice Court (716)686-3436Personnel/Employee Relations Office (716)686-3489Police Department Dispatch (716)686-3501Sanitation Department (716)686-3426Senior Services Office (716)686-3930Sewer Department (716)896-7502Supervisors’ Office (716)686-3465Town Attorney (716)686-3457Town Clerk’s Office (716)686–3982 or 3423     Tax Office (716)686-3981     Landlord Rental & Property Owner Registration Ordinance (716)686-3469Youth and Recreational Services (716)897-7207
1011 chars
SUB-PAGE · THIN (https://tocny.org/departments/building-department/fire-safety/) Short-term Rental Property Registration – Town of Cheektowaga
[H4] New Program Started in 2026
Short-Term Rental Complaint (LINK) or Call (716) 412-3052
Chapter 201 of the Town of Cheektowaga Code REQUIRES property owners to register your Short-Term Rental with the Office of Fire Safety whether you use Airbnb, VRBO, Booking.com, or any other platform. If your property is listed to rent for periods of 30 days or less, you MUST register with the Town.
For more information (716)686-3490 or FireSafety@tocny.org
Fire Safety administers and enforces the Town Fire Code and NYS Fire Code.  Conducts yearly inspections of places of public assembly and locations having hazardous materials. Conducts Fire Safety Inspections tri-annually for other occupancy classifications
2026 Short-term Rental (STR) Application (LINK)Download
764 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
8Review mentions (all pages)
8External proof links (all pages)
PageReviewsProof links
/ (home) 2 2
/departments/employee-relations/ 2 2
/departments/ 2 2
/departments/building-department/fire-safety/ 2 2
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "Town of Cheektowaga",
    "url": "https://tocny.org",
    "description": "",
    "publisher": {
        "@id": "https://tocny.org#WebSitePublisher",
        "@type": "Organization",
        "name": "Town of Cheektowaga",
        "url": "https://tocny.org",
        "logo": {
            "@type": "ImageObject",
            "url": "https://tocny.org/wp-content/uploads/2022/07/cropped-logo.png",
            "width": "512",
            "height": "512"
        },
        "sameAs": []
    },
    "potentialAction": {
        "@type": "SearchAction",
        "target": "https://tocny.org/?s={search_term}",
        "query-input": "required name=search_term"
    }
}
/departments/employee-relations/
[
    {
        "@context": "http://schema.org",
        "@type": "BreadcrumbList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "item": {
                    "@id": "https://tocny.org/",
                    "name": "Home"
                }
            },
            {
                "@type": "ListItem",
                "position": 2,
                "item": {
                    "@id": "https://tocny.org/departments/",
                    "name": "List of Departments"
                }
            }
        ]
    },
    {
        "@context": "http://schema.org",
        "@type": "WebSite",
        "name": "Town of Cheektowaga",
        "url": "https://tocny.org",
        "description": "",
        "publisher": {
            "@id": "https://tocny.org#WebSitePublisher",
            "@type": "Organization",
            "name": "Town of Cheektowaga",
            "url": "https://tocny.org",
            "logo": {
                "@type": "ImageObject",
                "url": "https://tocny.org/wp-content/uploads/2022/07/cropped-logo.png",
                "width": "512",
                "height": "512"
            },
            "sameAs": []
        },
        "potentialAction": {
            "@type": "SearchAction",
            "target": "https://tocny.org/?s={search_term}",
            "query-input": "required name=search_term"
        }
    }
]
/departments/
{
    "@context": "http://schema.org",
    "@type": "WebSite",
    "name": "Town of Cheektowaga",
    "url": "https://tocny.org",
    "description": "",
    "publisher": {
        "@id": "https://tocny.org#WebSitePublisher",
        "@type": "Organization",
        "name": "Town of Cheektowaga",
        "url": "https://tocny.org",
        "logo": {
            "@type": "ImageObject",
            "url": "https://tocny.org/wp-content/uploads/2022/07/cropped-logo.png",
            "width": "512",
            "height": "512"
        },
        "sameAs": []
    },
    "potentialAction": {
        "@type": "SearchAction",
        "target": "https://tocny.org/?s={search_term}",
        "query-input": "required name=search_term"
    }
}
/departments/building-department/fire-safety/
[
    {
        "@context": "http://schema.org",
        "@type": "BreadcrumbList",
        "itemListElement": [
            {
                "@type": "ListItem",
                "position": 1,
                "item": {
                    "@id": "https://tocny.org/",
                    "name": "Home"
                }
            },
            {
                "@type": "ListItem",
                "position": 2,
                "item": {
                    "@id": "https://tocny.org/departments/",
                    "name": "List of Departments"
                }
            },
            {
                "@type": "ListItem",
                "position": 3,
                "item": {
                    "@id": "https://tocny.org/departments/building-department/",
                    "name": "Building Department"
                }
            }
        ]
    },
    {
        "@context": "http://schema.org",
        "@type": "WebSite",
        "name": "Town of Cheektowaga",
        "url": "https://tocny.org",
        "description": "",
        "publisher": {
            "@id": "https://tocny.org#WebSitePublisher",
            "@type": "Organization",
            "name": "Town of Cheektowaga",
            "url": "https://tocny.org",
            "logo": {
                "@type": "ImageObject",
                "url": "https://tocny.org/wp-content/uploads/2022/07/cropped-logo.png",
                "width": "512",
                "height": "512"
            },
            "sameAs": []
        },
        "potentialAction": {
            "@type": "SearchAction",
            "target": "https://tocny.org/?s={search_term}",
            "query-input": "required name=search_term"
        }
    }
]

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
31.1 Avg BS

Based on 303 businesses audited.

BS Detector

Government, Municipal & Public Sector BS: Town of Cheektowaga (tocny.org)

https://tocny.org 📍 Industry: Government, Municipal & Public Sector
6 BS / 100

The digital equivalent of a concrete municipal building: unglamorous, strictly functional, and entirely devoid of marketing bullshit. It is one of the rare websites that provides more substance than its metadata suggests.

Info Density Power-words vs. Substance ratio.
1
3% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
0
0% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
2
10% BS
Commodity Fingerprint Detection of industry clichés/templates.
1
7% BS
Identity & Authority Expert verifiability & Schema depth.
2
13% BS

Integrate Person schema for the Town Supervisor and Board members to bridge the minor authority gap. Embed current budget PDFs directly under a Financial Transparency heading on the homepage. Include meeting minutes or decision records in the Meetings & Agendas section to satisfy industry-standard proof expectations. Ensure FOIL response time metrics are published to move the transparency score from ‘functional’ to ‘exemplary.’

The website perfectly aligns with the Government and Municipal sector classification. The content is exclusively focused on public administration, service delivery, and local governance, showing zero signs of commercial semantic drift.

“The score of 6 is one of the lowest possible for a municipal site, driven by extremely high information density and zero semantic drift. The few points deducted are purely technical: the absence of detailed Person schema and the lack of published financial performance metrics in the current text crawl.”

Verified Analysis Date: May 24, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
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