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

Industry Context — Common BS Fingerprints in Industrial, Manufacturing & Engineering
Generic Claims: engineering excellence, quality you can depend on, trusted by leading OEMs, precision in everything we do…
Red Flags: ISO claims without certificate numbers, no equipment or capability specifications, precision claims without tolerance ranges, stock photos of factories…
Semantic Drift Patterns: homepage claims aerospace-grade but capabilities are general machining, claims precision but no tolerances or specifications given, homepage targets OEM partnerships but services are job-shop, ISO certified claims but no certificate number provided…
Proof Expectations: ISO certification numbers with scope and certifying body, specific equipment list with capabilities and tolerances, named industry clients or sectors with examples, material certifications and traceability systems…

Cohu

(https://cohu.com) 📸 Data Snapshot: May 29, 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 | Cohu (https://cohu.com)
Title

Home | Cohu

Meta

Cohu offers the broadest portfolio of test and inspection equipment and services for back-end semiconductor manufacturing, including a one-stop-shop for semiconductor test and handling equipment, thermal subsystems, test contacting, vision inspection and MEMS test solutions.

H1 Testing the World’s Most Demanding Semiconductors
H2 Cohu has a Broad Portfolio across Diverse Applications
H2 Cohu has a Broad Portfolio across Diverse Applications
H3 Test Handler Solutions
H3 Semiconductor Tester Solutions
H3 Interface Solutions
H3 Inspection and Metrology Solutions
H3 Test Handlers
H3 Semiconductor Testers
H3 Interface Solutions
H3 Inspection and Metrology
H3 Software Analytics
H3 About Us
H3 Cohu Help Center
H3 About Us
H3 Cohu Help Center
H3 Corporate Sustainability
H3 Your Career at Cohu!
H3 Products
H3 Expertise
H3 Sales and Service
H3 Company
H3 Cookie and Privacy Settings
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Inspection and Metrology | Cohu (https://cohu.com/inspection/)
Title

Inspection and Metrology | Cohu

Meta

Cohu offers a portfolio of test and back-end finishing equipment used to provide advanced quality inspection; ensures quality and optimizes yield in volume production.

H1 Inspection and Metrology
H2 NV-Core Inspection System
H2 WLCSP Inspection
H2 Package Inspection
H3 Test Handler Solutions
H3 Semiconductor Tester Solutions
H3 Interface Solutions
H3 Inspection and Metrology Solutions
H3 Full 6-Sides Inspection
H3 True Infrared Capability
H3 True Ball Coplanarity
H3 Microscale Defect Detection
H3 Traceability Inspections
H3 Deep Learning
H3 NV-Core Inspection System
H3 Neon
H3 Krypton
H3 Ismeca NY20
H3 Ismeca NY32
H3 Contact Sales
H3 Expertise
H3 Products
H3 Expertise
H3 Sales and Service
H3 Company
H3 Cookie and Privacy Settings
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Test Handlers | Cohu (https://cohu.com/test-handlers/)
Title

Test Handlers | Cohu

Meta

Cohu has 50+ years of semiconductor test handler expertise designing and manufacturing pick-and-place, gravity feed, test-in-strip handlers, MEMS test cells, and turret-based test handling and back-end finishing equipment for ICs, LEDs and discrete components.

H1 Test Handlers
H3 Test Handler Solutions
H3 Semiconductor Tester Solutions
H3 Interface Solutions
H3 Inspection and Metrology Solutions
H3 Temperature Control
H3 Active Thermal Control
H3 Motion Control
H3 UPH
H3 Intelligent Contactors
H3 Industry 4.0 Ready
H3 NV-Core Inspection System
H3 Neon Inspection System
H3 Krypton Inspection System
H3 Jaguar Strip Test Handler
H3 MATRiX Tri-Temp Pick-and-Place Test Handler
H3 PAICe Digital Twin Platform
H3 NY32-LU Test Handler
H3 Sense+ Automation Platform
H3 Remote-Assisted Reality Support
H3 Eclipse
H3 MATRiX
H3 Thermal
H3 MT9510 XP / x16
H3 MT9928
H3 Rasco SO1000
H3 Rasco SO2000
H3 MCT FH-1200
H3 InCarrier
H3 MCT MH-3300
H3 NY32-LU
H3 Rasco Jaguar
H3 MCT SH-5300
H3 Sense+
H3 Innovative Concepts for the MEMS Market
H3 Best Return on Investment Provided by Greatest Flexibility
H3 Variety of Sensor Test Applications and Low Cost of Test
H3 Ismeca NY20
H3 Ismeca NY32
H3 Ismeca NY32W
H3 Neon
H3 Contact Sales
H3 Expertise
H3 Products
H3 Expertise
H3 Sales and Service
H3 Company
H3 Cookie and Privacy Settings
NAV_HEADER_HEADING_REPEATED_FOOTER EducATE Tester Knowledge Center | Cohu (https://cohu.com/educate/)
Title

EducATE Tester Knowledge Center | Cohu

Meta

Educate Tester Knowledge Center provides access to advanced testing information to assist Cohu customers acquire the skills to get the most out of their ATE systems.

H1 EducATE Test System Knowledge Center
H2 EducATE Customer Benefits
H3 Test Handler Solutions
H3 Semiconductor Tester Solutions
H3 Interface Solutions
H3 Inspection and Metrology Solutions
H3 Instructor-Led Training Course Catalog
H3 eLearning Course Catalog
H3 Video Channel
H3 Searchable Technical Library
H3 Video Channel
H3 Instructor-Led Courses
H3 Self-Paced eLearning Courses
H3 Customized Programs
H3 Mobile Compatible Real-time Access 24/7
H3 Products
H3 Expertise
H3 Sales and Service
H3 Company
H3 Cookie and Privacy Settings
H6 Introducing EducATE
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://cohu.com) Home | Cohu
PreviousNext123456
[H1] Testing the World’s Most Demanding Semiconductors
[H1] Global Provider of Advanced Semiconductor Test and Inspection and Metrology Solutions
Cohu® was founded in 1947 and is a global technology leader supplying test, automation, inspection and metrology products, software analytics solutions and services to the semiconductor industry. Cohu’s differentiated and broad product portfolio enables optimized yield and productivity, accelerating customers’ manufacturing time-to-market. Cohu solutions support critical semiconductor applications including artificial intelligence, high-performance computing, automotive and autonomous systems, advanced medical equipment, and global connectivity.
[H2] Cohu has a Broad Portfolio across Diverse Applications
Automotive
[IMG: Cohu Automotive Market]
Computing
[IMG: Cohu DaTa Center Market]
Consumer
[IMG: Cohu Consumer Market Test Solutions]
IoT/IoV & Optoelectronics
[IMG: Cohu IoT Market]
Industrial
[IMG: Cohu Industrial Medical Market Test Solutions]
Mobile
[IMG: Cohu Mobility Market Test Solutions]
[H2] Cohu has a Broad Portfolio across Diverse Applications
Automotive
[IMG: Cohu Automotive Market]
Computing
[IMG: Cohu DaTa Center Market]
Consumer
[IMG: Cohu Consumer Market Test Solutions]
IoT/IoV & Optoelectronics
[IMG: Cohu IoT Market]
Industrial
[IMG: Cohu Industrial Medical Market Test Solutions]
Mobility
[IMG: Cohu Mobility Market Test Solutions]
[H1] Accelerating Time to Yield and Greater Productivity
Test and handling equipment, thermal subsystems, test contacting, vision inspection & metrology and MEMS test solutions achieving higher yield faster. “Time to Yield” is a key benefit to our customers.
Cohu is a leading supplier of semiconductor test automation and interface solutions, and a growing provider of semiconductor test equipment, inspection and metrology solutions, and software analytics to optimize semiconductor manufacturing yield and productivity.
Portfolio of equipment used to automate the movement of semiconductor devices, control temperature during test and provide vision inspection; ensures quality and optimizes yield in volume production.
[IMG: Cohu MATRiX Pick and Place Test Handler]
Explore our Products
Portfolio of instrumentation and universal Automatic Test Equipment (ATE) platform for testing semiconductor devices with best-in-class solutions in RF, digital and mixed signal applications, enables faster time to yield.
[IMG: Cohu Diamondx Test System]
Explore our Products
Full suite of test contactors that provide the electrical interface between the tester and the semiconductor device presented by the test handler; optimizes signal performance via an array of consumable probe pins.
[IMG: Cohu cRacer FR2 mmWave contactor]
Explore our Products
Portfolio of test and back-end finishing equipment used to provide advanced quality inspection; ensures quality and optimizes yield in volume production.
[IMG: Cohu Neon WLCSP Inspection]
Explore our Products
High-performance, AI-driven platform for semiconductor manufacturers that accelerates every step of analytics and applications delivery.
Explore our Products
[H1] One-Stop-Shop Reduces Integration Risks and Setup Time
[H3] About Us
Pioneers. Strategists. Experts.
About Us
[H3] Cohu Help Center
Support around the Globe
Help Center
[H3] About Us
Pioneers. Strategists. Experts.
About Us
[H3] Cohu Help Center
Support around the Globe
Help Center
[H1] We deliver innovative technology solutions to enable a smarter, safer, and more connected future.
[H3] Corporate Sustainability
Enabling a smarter, safer, and more connected future.
Corporate Sustainability
[H3] Your Career at Cohu!
Connect with Cohu – Connect with your future.
Careers at Cohu
3742 chars
SUB-PAGE · THIN (https://cohu.com/inspection/) Inspection and Metrology | Cohu
[H1] Inspection and Metrology
Advanced vision with true infrared and AI-powered algorithms.
91 chars
SUB-PAGE · THIN (https://cohu.com/test-handlers/) Test Handlers | Cohu
[H1] Test Handlers
The leading supplier of semiconductor test handlers.
71 chars
SUB-PAGE · THIN (https://cohu.com/educate/) EducATE Tester Knowledge Center | Cohu
[H1] EducATE Test System Knowledge Center
Web-based Technical Library and Customer Training Center
Access with Single-Sign-On
Request a User Account
Access with Username
169 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
72Review mentions (all pages)
0External proof links (all pages)
PageReviewsProof links
/ (home) 19 0
/inspection/ 18 0
/test-handlers/ 18 0
/educate/ 17 0
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage schema
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.cohu.com/home/",
            "url": "https://www.cohu.com/home/",
            "name": "Home | Cohu",
            "isPartOf": {
                "@id": "https://www.cohu.com/#website"
            },
            "primaryImageOfPage": {
                "@id": "https://www.cohu.com/home/#primaryimage"
            },
            "image": {
                "@id": "https://www.cohu.com/home/#primaryimage"
            },
            "thumbnailUrl": "/wp-content/uploads/2021/02/Poway-Building_Logo-on-Building-web_Portfolio_Size.jpg",
            "datePublished": "2015-02-18T12:14:05+00:00",
            "dateModified": "2026-05-14T14:42:44+00:00",
            "description": "Cohu offers the broadest portfolio of test and inspection equipment and services for back-end semiconductor manufacturing, including a one-stop-shop for semiconductor test and handling equipment, thermal subsystems, test contacting, vision inspection and MEMS test solutions.",
            "breadcrumb": {
                "@id": "https://www.cohu.com/home/#breadcrumb"
            },
            "inLanguage": "en-US",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.cohu.com/home/"
                    ]
                }
            ]
        },
        {
            "@type": "ImageObject",
            "inLanguage": "en-US",
            "@id": "https://www.cohu.com/home/#primaryimage",
            "url": "/wp-content/uploads/2021/02/Poway-Building_Logo-on-Building-web_Portfolio_Size.jpg",
            "contentUrl": "/wp-content/uploads/2021/02/Poway-Building_Logo-on-Building-web_Portfolio_Size.jpg",
            "width": 1337,
            "height": 1080,
            "caption": "Cohu Headquater Poway"
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.cohu.com/home/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.cohu.com/#website",
            "url": "https://www.cohu.com/",
            "name": "cohu.com",
            "description": "At Cohu, we deliver leading-edge solutions to enable a smarter, safer, and more connected future. semiconductor equipment and services, and printed circuit board test.",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.cohu.com/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-US"
        }
    ]
}
/inspection/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.cohu.com/inspection/",
            "url": "https://www.cohu.com/inspection/",
            "name": "Inspection and Metrology | Cohu",
            "isPartOf": {
                "@id": "https://www.cohu.com/#website"
            },
            "datePublished": "2021-06-22T11:47:19+00:00",
            "dateModified": "2024-09-17T19:29:50+00:00",
            "description": "Cohu offers a portfolio of test and back-end finishing equipment used to provide advanced quality inspection; ensures quality and optimizes yield in volume production.",
            "breadcrumb": {
                "@id": "https://www.cohu.com/inspection/#breadcrumb"
            },
            "inLanguage": "en-US",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.cohu.com/inspection/"
                    ]
                }
            ]
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.cohu.com/inspection/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home",
                    "item": "https://www.cohu.com/home/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "Inspection and Metrology"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.cohu.com/#website",
            "url": "https://www.cohu.com/",
            "name": "cohu.com",
            "description": "At Cohu, we deliver leading-edge solutions to enable a smarter, safer, and more connected future. semiconductor equipment and services, and printed circuit board test.",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.cohu.com/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-US"
        }
    ]
}
/test-handlers/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.cohu.com/test-handlers/",
            "url": "https://www.cohu.com/test-handlers/",
            "name": "Test Handlers | Cohu",
            "isPartOf": {
                "@id": "https://www.cohu.com/#website"
            },
            "datePublished": "2021-06-21T12:38:55+00:00",
            "dateModified": "2026-01-21T20:55:14+00:00",
            "description": "Cohu has 50+ years of semiconductor test handler expertise designing and manufacturing pick-and-place, gravity feed, test-in-strip handlers, MEMS test cells, and turret-based test handling and back-end finishing equipment for ICs, LEDs and discrete components.",
            "breadcrumb": {
                "@id": "https://www.cohu.com/test-handlers/#breadcrumb"
            },
            "inLanguage": "en-US",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.cohu.com/test-handlers/"
                    ]
                }
            ]
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.cohu.com/test-handlers/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home",
                    "item": "https://www.cohu.com/home/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "Test Handlers"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.cohu.com/#website",
            "url": "https://www.cohu.com/",
            "name": "cohu.com",
            "description": "At Cohu, we deliver leading-edge solutions to enable a smarter, safer, and more connected future. semiconductor equipment and services, and printed circuit board test.",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.cohu.com/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-US"
        }
    ]
}
/educate/
{
    "@context": "https://schema.org",
    "@graph": [
        {
            "@type": "WebPage",
            "@id": "https://www.cohu.com/educate/",
            "url": "https://www.cohu.com/educate/",
            "name": "EducATE Tester Knowledge Center | Cohu",
            "isPartOf": {
                "@id": "https://www.cohu.com/#website"
            },
            "datePublished": "2023-07-13T15:13:10+00:00",
            "dateModified": "2026-05-14T15:22:06+00:00",
            "description": "Educate Tester Knowledge Center provides access to advanced testing information to assist Cohu customers acquire the skills to get the most out of their ATE systems.",
            "breadcrumb": {
                "@id": "https://www.cohu.com/educate/#breadcrumb"
            },
            "inLanguage": "en-US",
            "potentialAction": [
                {
                    "@type": "ReadAction",
                    "target": [
                        "https://www.cohu.com/educate/"
                    ]
                }
            ]
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https://www.cohu.com/educate/#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home",
                    "item": "https://www.cohu.com/home/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "Training",
                    "item": "https://www.cohu.com/training/"
                },
                {
                    "@type": "ListItem",
                    "position": 3,
                    "name": "Educate"
                }
            ]
        },
        {
            "@type": "WebSite",
            "@id": "https://www.cohu.com/#website",
            "url": "https://www.cohu.com/",
            "name": "cohu.com",
            "description": "At Cohu, we deliver leading-edge solutions to enable a smarter, safer, and more connected future. semiconductor equipment and services, and printed circuit board test.",
            "potentialAction": [
                {
                    "@type": "SearchAction",
                    "target": {
                        "@type": "EntryPoint",
                        "urlTemplate": "https://www.cohu.com/?s={search_term_string}"
                    },
                    "query-input": {
                        "@type": "PropertyValueSpecification",
                        "valueRequired": true,
                        "valueName": "search_term_string"
                    }
                }
            ],
            "inLanguage": "en-US"
        }
    ]
}

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
Industrial, Manufacturing & Engineering
39.4 Avg BS

Based on 2033 businesses audited.

BS Detector

Industrial, Manufacturing & Engineering BS: Cohu (cohu.com)

https://cohu.com 📍 Industry: Industrial, Manufacturing & Engineering
38 BS / 100

Cohu is a legitimate heavyweight in the semiconductor space whose website substance is occasionally undermined by ‘trust theatre’ review counts and generic engineering slogans. It is a low-BS site that would benefit from replacing its marketing adjectives with the hard technical specifications its audience actually craves.

Info Density Power-words vs. Substance ratio.
8
27% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
14
70% BS
Commodity Fingerprint Detection of industry clichés/templates.
6
40% BS
Identity & Authority Expert verifiability & Schema depth.
8
53% BS

First, replace the unverified ‘review_count’ with links to actual customer success stories or verified G2/TrustRadius-style data. Second, include specific ISO certification numbers and certifying bodies directly in the footer or ‘About’ schema. Third, add Person schema for lead engineers or researchers to bridge the ‘Expertise’ authority gap. Finally, provide specific performance metrics (e.g., UPH or thermal accuracy ranges) for top-tier products like the MATRiX handler.

The content perfectly aligns with the Industrial, Manufacturing & Engineering sector, specifically targeting the semiconductor back-end manufacturing niche. The presence of technical terminology like ‘thermal subsystems’, ‘test contacting’, and ‘MEMS test solutions’ confirms a high-fidelity industry fit.

“The score of 38 is driven primarily by the Trust and Proof pillar (14/20) due to the presence of unverified review counts and lack of proof links. The site scores very well in Semantic Coherence (2/20), indicating a professional and aligned digital presence that avoids typical marketing bait-and-switch tactics.”

Verified Analysis Date: May 29, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result
Brand AI Reputation