Training Example: Vishay Intertechnology – 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…

Vishay Intertechnology

(https://vishay.com) 📸 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 Vishay Intertechnology: Passives & Discrete Semiconductors (https://vishay.com)
Title

Vishay Intertechnology: Passives & Discrete Semiconductors

Meta

Vishay electronic component solutions – MOSFETs, ICs, Diodes & Rectifiers, Optoelectronics, Resistors, Sensors, Inductors, Custom Magnetics, and Capacitors

H1 Behind your next design is The DNA of tech.®
NAV_HEADER_REPEATED_BODY_FOOTER Reference Designs | Vishay (https://vishay.com/en/landingpage/reference-designs/)
Title

Reference Designs | Vishay

Meta

Reference designs leveraging the best in Vishay technology to solve your system-level challenges.

H1 Reference Designs
H2 Schematics, PCB layouts, BOMs, 3D views and Gerber files.
H2 Additional Reference Design Resources
H3 Active Discharge Circuit for 400 V Systems
H3 Active Discharge Circuit for 800 V Systems
H3 1 kW DC/DC Converter 48 V DC to 12 V DC
H3 Scalable 3 kW, 48 V / 12 V Bidirectional DC/DC Converter
H3 Analog eFuse with PreCharge Bidirectional, 750 V, 2 mΩ SiC JFET Cascode
H3 Analog eFuse with PreCharge Bidirectional, 80 V, 0.6 mΩ Si MOSFET
H3 eFuse PowerStage with Pre-Charge Unidirectional, 1200 V, 10 mΩ SiC MOSFET
H3 eFuse PowerStage with Pre-Charge bidir, 1200 V, 20 mΩ SiC MOSFET
H3 High Voltage Intelligent Battery Shunt Sensor with CAN-FD Interface
H3 High Voltage Intelligent Battery Shunt Sensor with USB Interface
H3 Isolated Busbar Current Sensor with Analog Output
H3 Isolated SMD Current Sensor with Analog Output
H3 Isolated AC Voltage Sensor with Analog Output
H3 Isolated DC Voltage Sensor with Analog Output
H3 Active Backup Solution for 3.3 V systems
H3 Single Stage, Single Phase 480 µH EMI Filter
H4 Search / Narrow
NAV_HEADER_REPEATED_BODY_FOOTER Design Tools | Vishay (https://vishay.com/en/how/design-support-tools/)
Title

Design Tools | Vishay

Meta

Vishay has developed design tools to assist design engineers, including parametric searches, 3D models, SPICE models, calculators, and simulation tools.

NAV_HEADER_REPEATED_BODY_FOOTER Document Library | Vishay (https://vishay.com/en/how/onlineliterature/online-libraries/)
Title

Document Library | Vishay

Meta

Vishay’s reference library provides a wide variety of documents covering general and technical information on many of Vishay’s products.

📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://vishay.com) Vishay Intertechnology: Passives & Discrete Semiconductors
[IMG: HV Power Inductors®]

HV Power Inductors®

For powering 30 A automotive, energy, and industrial
systems requiring 1.5 kV isolation and high
temperature 180 °C operation

LEARN MORE

[IMG: FRED Pt® Hyperfast Rectifiers]

FRED Pt® Hyperfast Rectifiers

Reduce switching losses and increase
efficiency while reducing component
counts and lowering BOM costs

LEARN MORE

[IMG: ESD Protection Diode Passes Compliance Tests]

ESD Protection Diode Passes Compliance Tests

The VETH100A1DD1 passed IEEE 10BASE-T1S compliance tests for automotive OPEN bus architectures

EXPLORE NOW

[IMG: The DNA of Tech]

[H1]
Behind your next design is The DNA of tech.®

Vishay's role is to enable your dreaming, inventing, and making.
With one of the world's largest selections of electronic components and an obsession with quality, we can be the DNA behind your success.

LEARN MORE

FEATURED PRODUCTS

[IMG: right-arrow]

[IMG: left-arrow]

[IMG: right-arrow]

[IMG: ILHB]

Ferrite Beads

Simplify Device Selection and Achieve Higher Current Handling in Smaller Packages

ILHB

[IMG: VS-HOT200C080]

200 A, 80 V Power Module

Save Space, Lower Conduction Losses, and Increase Reliability in MHEVs and LEVs

VS-HOT200C080

[IMG: IHXLxx00VZ-3A/31]

Through-Hole Inductors

Improve Core Losses by 20 % Over Previous-Generation Devices

IHXLxx00VZ-3A/31

[IMG: VOWA617A, VOWA618A]

Automotive Grade Optocouplers

Increase System Safety With Automotive Grade Optocouplers for High Voltage Isolation

VOWA617A, VOWA618A

[IMG: T3KNxxA/CA, 3KDFNxxA/CA]

3000 W Surface-Mount TVS

Save Space and Increase Performance in Industrial and Automotive Applications

T3KNxxA/CA, 3KDFNxxA/CA

[IMG: VCNL36758]

Proximity Sensor

Save Space, Enhance Design Flexibility, and Reduce Power Consumption

VCNL36758

[IMG: left-arrow]

[IMG: Latest News]

Latest News

[IMG: Design Tools]

Design Tools

[IMG: Document Library]

Document Library

[IMG: Request Sample]

Request Sample

[IMG: Get Support]

Get Support

[IMG: Sensors]

SENSORS

Our sensors are essential to the next generation of data-driven technology. Search our portfolio of sensor products.

Learn More

[IMG: Ametherm]

CIRCUIT PROTECTION

Ametherm is now Vishay Ametherm. Solve your inrush current or temperature sensing challenges with cost effective and time saving solutions

Learn More

[IMG: Reference Designs]

REFERENCE DESIGNS

To accelerate your development Vishay provides reference designs, highly reliable solutions that leverage the best of our component technology.

Learn More

JOIN OUR TEAM

With us, you'll experience unique career paths, an open and collaborative culture, a stable business that will be there for you, and opportunities to work globally and locally.

Come join us and help us build The DNA of tech.®

SEARCH JOBS

[IMG: PCIM]

PCIM
August 26 - 28, 2026
Shenzhen
Hall 16, Booth C12

REGISTER NOW

[IMG: InnoTrans]

InnoTrans
September 22 - 25, 2026
Berlin, Germany
Hall 17, Booth 340

REGISTER NOW

[IMG: EuMW]

EuMW
October 6 - 8, 2026
London, United Kingdom
Booth K72

REGISTER NOW

ALL EVENTS

ALL WEBINARS
3449 chars
SUB-PAGE (https://vishay.com/en/landingpage/reference-designs/) Reference Designs | Vishay
[H1] Reference Designs
To accelerate your development, Vishay provides reference designs, highly reliable solutions that leverage the best of our component technology.
[IMG: Overlay]
[IMG: Play Video]
BROWSE DESIGNSActive Discharge⯆DC/DC Converter⯆eFuse⯆Isolated Current and Voltage Sensing⯆Backup⯆Filter⯆All of the resources needed for fast development are easily accessed:
[H2] Schematics, PCB layouts, BOMs, 3D views and Gerber files.
[H4] Search / Narrow
Voltage
[IMG: reset]
ResetResults displayed below are indexed from the Reference Design area of the site.16 Results
[IMG: card image]
[H3] Active Discharge Circuit for 400 V Systems
Our Active Discharge Circuit reference designs provide reliable solutions for discharging stored energy in 400 V and 800 V capacitors. Ideal for automotive applications, they ensure system voltage reaches safe levels within required timeframes set by legal and manufacturer standards.Reference DesignReference Board
[IMG: card image]
[H3] Active Discharge Circuit for 800 V Systems
Our Active Discharge Circuit reference designs provide reliable solutions for discharging stored energy in 400 V and 800 V capacitors. Ideal for automotive applications, they ensure system voltage reaches safe levels within required timeframes set by legal and manufacturer standards.Reference DesignReference Board
[IMG: card image]
[H3] 1 kW DC/DC Converter 48 V DC to 12 V DC
This 1 kW, 48 V/12 V DC-DC converter uses a two-phase, interleaved buck-boost topology. The design protects the input and output, automatically switches between buck and boost modes, and operates at a switching frequency of 185 kHz, resulting in a compact form factor.Reference DesignReference Board
[IMG: card image]
[H3] Scalable 3 kW, 48 V / 12 V Bidirectional DC/DC Converter
This study of a 3 kW, bidirectional 48 V / 12 V buck/boost converter consists of six 500 W modules that are operated in interleaved mode. In addition to the core buck/boost stage reverse polarity and input/output protection, current sensing, and innovative inductors are demonstrated.Reference Design
[IMG: card image]
[H3] Analog eFuse with PreCharge Bidirectional, 750 V, 2 mΩ SiC JFET Cascode
This design features SiC MOSFETs and a VOA300 optocoupler. It can handle continuous power up to 40 kW, operate continuously at full power with less than 30 W of losses, and do so without active cooling. It also features a preload function, continuous current monitoring, and overcurrent protection with shutdown in less than 2.5 μs.Reference Design
[IMG: card image]
[H3] Analog eFuse with PreCharge Bidirectional, 80 V, 0.6 mΩ Si MOSFET
Featuring TrenchFET® MOSFETs, this eFuse has been designed to handle a continuous current up to 100 A in 48V systems and operate continuously at maximum current with less than 14 W of losses, allowing for passive cooling. The eFuse is controlled by analog circuitry for precharge and overcurrent detection.Reference DesignReference Board
[IMG: card image]
[H3] eFuse PowerStage with Pre-Charge Unidirectional, 1200 V, 10 mΩ SiC MOSFET
This eFuse PowerStage evaluation board is equipped with 1200 V, 10 mΩ total SiC MOSFETs to break unidirectional currents, as well as a pre-charge switch and resistor. A connector is provided for the user to easily attach custom controller designs, offering control (gates) and measurement signals (voltage and current).Reference DesignReference Board
[IMG: card image]
[H3] eFuse PowerStage with Pre-Charge bidir, 1200 V, 20 mΩ SiC MOSFET
This eFuse PowerStage evaluation board is equipped with 1200 V, 20 mΩ total SiC MOSFETs to break bidirectional currents, as well as a pre-charge switch and resistor. A connector is provided for the user to easily attach custom controller designs, offering control (gates) and measurement signals (voltage and current).Reference DesignReference Board
[IMG: card image]
[H3] High Voltage Intelligent Battery Shunt Sensor with CAN-FD Interface
The HV-IBSS-CANFD is a reference design that demonstrates an isolated current and voltage measurement unit connected via CAN-FD. The design illustrates the effectiveness of our low TCR battery shunt technology and high-precision, low-tracing-error voltage divider in minimizing measurement variations over temperature.Reference DesignReference Board
[IMG: card image]
[H3] High Voltage Intelligent Battery Shunt Sensor with USB Interface
The HV-IBSS-USB is a reference design that demonstrates an isolated current and voltage measurement unit connected via USB-C. The design illustrates the effectiveness of our low TCR battery shunt technology and high-precision, low-tracing-error voltage divider in minimizing measurement variations over temperature.Reference DesignReference Board
[IMG: card image]
[H3] Isolated Busbar Current Sensor with Analog Output
This design uses WSBE's low TCR shunt resistors and the VIA0050DD reinforced isolation amplifier to provide isolated AC current measurement. This is useful when microcontrollers (MCUs) in the low-voltage domain need to use an analog-to-digital converter (ADC) to sense current in the high-voltage domain.Reference DesignReference Board
[IMG: card image]
[H3] Isolated SMD Current Sensor with Analog Output
This design uses WSL SMT shunt resistors and the VIA0050DD reinforced isolation amplifier to provide isolated AC current measurement. This is useful when microcontrollers (MCUs) in the low-voltage domain need to use an analog-to-digital converter (ADC) to sense current in the high-voltage domain.Reference DesignReference Board
[IMG: card image]
[H3] Isolated AC Voltage Sensor with Analog Output
This design uses an integrated voltage divider with the VIA0250DD reinforced isolation amplifier to provide an isolated DC voltage measurement. This setup is useful when microcontrollers (MCUs) in the low-voltage domain require an analog-to-digital converter (ADC) to detect DC voltage in the high-voltage domain.Reference DesignReference Board
[IMG: card image]
[H3] Isolated DC Voltage Sensor with Analog Output
This design uses an integrated voltage divider alongside the VIA2000SD reinforced isolation amplifier to provide isolated DC voltage measurement. This is useful when microcontrollers (MCUs) in the low-voltage domain need to use an analog-to-digital converter (ADC) to sense DC voltage in the high-voltage domain.Reference DesignReference Board
[IMG: card image]
[H3] Active Backup Solution for 3.3 V systems
This circuit can provide backup power for a 3.3 V system. It does this by charging and discharging electric double-layer capacitors (EDLCs) at a rate of up to 2.5 A. Energy moves from the bus to the capacitor during normal operation and is used to keep the bus at 3V during power supply dropouts.Reference DesignReference Board
[IMG: card image]
[H3] Single Stage, Single Phase 480 µH EMI Filter
This is a single-phase, single-stage filter evaluation board based on the 480 nH ICMS2321 common mode choke. The board utilizes THT X and Y capacitors that can be readily replaced, enabling precise customization of the filter characteristics to suit the specific requirements of each application.Reference DesignReference Board
[H2] Additional Reference Design Resources
Evaluation Boards for efuseEvaluation Boards for microBuck® and microBrick®Vishay SensorXplorer™ Sensor Boards
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SUB-PAGE · THIN (https://vishay.com/en/how/design-support-tools/) Design Tools | Vishay

                            
0 chars
SUB-PAGE · THIN (https://vishay.com/en/how/onlineliterature/online-libraries/) Document Library | Vishay

                            
0 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
120Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 0 1
/en/landingpage/reference-designs/ 0 1
/en/how/design-support-tools/ 0 1
/en/how/onlineliterature/online-libraries/ 120 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/en/landingpage/reference-designs/ — no schema detected (entity gap)
/en/how/design-support-tools/ — no schema detected (entity gap)
/en/how/onlineliterature/online-libraries/ — 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
Industrial, Manufacturing & Engineering
39.4 Avg BS

Based on 2033 businesses audited.

BS Detector

Industrial, Manufacturing & Engineering BS: Vishay Intertechnology (vishay.com)

https://vishay.com 📍 Industry: Industrial, Manufacturing & Engineering
23 BS / 100

Vishay delivers a high-substance experience that successfully anchors its ‘DNA of tech’ branding in dense, technical reality. While the site relies on some industry-standard clichés, it provides the granular data and schematics required to satisfy professional engineering scrutiny. The low BS score reflects a business that prioritizes technical specifications over marketing vaporware.

Info Density Power-words vs. Substance ratio.
5
17% BS
Semantic Coherence Homepage promise vs. Sub-page reality.
2
10% BS
Trust & Proof Verifiable evidence vs. Trust Theatre.
6
30% BS
Commodity Fingerprint Detection of industry clichés/templates.
5
33% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Integrate Organization and Person schema to formally link products to specific engineering divisions and verify the ‘expert’ status claimed in the hero copy. Include specific ISO and IATF certification numbers with direct links to the certifying body to satisfy industry proof expectations. Provide downloadable PDF evidence for the IEEE compliance tests mentioned on the homepage. Replace the unverified review count in the Document Library with a more transparent verification system or a case study library featuring named OEM partners.

The site is a perfect match for the Industrial, Manufacturing, and Engineering sector, specifically focusing on discrete semiconductors and passive electronic components. The content is heavily saturated with technical specifications like 1.5 kV isolation and automotive-grade optocouplers, confirming its role as a high-precision manufacturer.

“The score of 23 is driven primarily by the high 'Information Density' and 'Semantic Coherence' pillars, where the site provides deep technical substance. Points were lost in 'Trust and Proof' due to unverified review counts and in 'Identity and Authority' because of the complete absence of structured schema data. The 'Commodity Fingerprint' score reflects the heavy use of the 'DNA' brand metaphor, which is a recognized industry cliché.”

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