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

Industry Context — Common BS Fingerprints in Energy, Utilities & Environmental Services
Generic Claims: powering a sustainable future, saving the planet, affordable green energy, leading the energy transition…
Red Flags: no regulatory license number displayed, green claims without fuel mix disclosure, net zero claims without reduction pathway, carbon offset only strategy presented as carbon neutral…
Semantic Drift Patterns: homepage claims 100% renewable but tariff page shows mixed sources, green branding everywhere but sustainability report shows minimal renewable share, claims affordable but pricing is above market average, net zero commitment on homepage but no carbon reduction timeline…
Proof Expectations: Ofgem or regulatory license number, published fuel mix disclosure, specific carbon reduction targets with timelines, third-party sustainability certifications…

ENERGY STAR

(https://energystar.gov) 📸 Data Snapshot: May 30, 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 Homepage | ENERGY STAR (https://energystar.gov)
Title

Homepage | ENERGY STAR

Meta

ENERGY STAR® is the simple choice for energy efficiency. For more than 20 years, EPA’s ENERGY STAR program has been America’s resource for saving energy and protecting the environment.

H1 The simple choice for saving energy.
H2 ENERGY STAR certified products help you save energy.
H2 Efficient Home Upgrades Tax Credits & Rebates
H2 Tax credits for residential energy efficiency
H2 Ways to Save Energy at Home
H2 New Homes & Apartments
H2 Strategies for Buildings & Plants
H2 ENERGY STAR Home Upgrade
H3 Rebate Finder
H3 Save Energy.
H3 Learn More.
H3 Stay Informed.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Energy Efficient Products | ENERGY STAR (https://energystar.gov/products/)
Title

Energy Efficient Products | ENERGY STAR

H1 Energy Efficient Products
H2 Heating & Cooling
H2 Appliances
H2 Water Heaters
H2 Heat Pump Water Heaters
H2 Lighting
H2 Building Products
H2 ENERGY STAR Home Upgrade
H2 Office Equipment
H2 Electronics
H2 Other
H2 Considering an electric vehicle?
H2 Find a specific ENERGY STAR certified product model
H2 Tax credits for residential energy efficiency
H2 Efficient Home Upgrades Tax Credits & Rebates
H2 Your go-to resource for the latest advice from ENERGY STAR experts on saving energy at home and work.
H2 Recent Program Updates
H2 View ENERGY STAR’s Most Efficient Products
H3 Rebate Finder
H3 Did You Know?
H3 How-To
H3 How-To
H3 Save Energy.
H3 Learn More.
H3 Stay Informed.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Energy Savings at Home | ENERGY STAR (https://energystar.gov/saveathome/)
Title

Energy Savings at Home | ENERGY STAR

H1 Energy Savings at Home
H2 Air Seal & Insulate
H2 Heat & Cool Efficiently
H2 ENERGY STAR certified products help you save energy.
H2 ENERGY STAR Home Upgrade
H2 Find a specific ENERGY STAR certified product model
H2 Tax credits for residential energy efficiency
H2 Home Performance with ENERGY STAR
H3 Rebate Finder
H3 Save Energy.
H3 Learn More.
H3 Stay Informed.
NAV_HEADER_HEADING_REPEATED_BODY_FOOTER Energy Efficient New Homes and Apartments | ENERGY STAR (https://energystar.gov/newhomes/)
Title

Energy Efficient New Homes and Apartments | ENERGY STAR

H1 Energy Efficient New Homes and Apartments
H2 Why ENERGY STAR?
H2 Peace of Mind
H2 Wall-to-Wall Comfort
H2 Enduring Quality
H2 Proven Value
H2 Ready to find an ENERGY STAR certified home or apartment?
H2 What people are saying about ENERGY STAR certified homes and apartments:
H3 Other Federal Programs and Resources
H3 Save Energy.
H3 Learn More.
H3 Stay Informed.
📝 The Narrative — clean text per page (Info Density · Semantic Coherence)
HOMEPAGE (https://energystar.gov) Homepage | ENERGY STAR
[IMG: Family standing in front of home]

[H1] The simple choice for saving energy.

[H2] ENERGY STAR certified products help you save energy.

[IMG: Room Air Conditioner]

Room Air Conditioners

[IMG: Refrigerator]

Refrigerators

[IMG: Washers]

Washers

[IMG: Dryers]

Dryers

Electric Cooking Products

[IMG: water heaters]

Heat Pump Water Heaters

[IMG: Commercial Dishwashers]

Commercial Dishwashers

[IMG: Air-Source Heat Pumps]

Air-Source Heat Pumps

See All Products

[IMG: Jar of coins with plant growing out of the top]

[H2] Efficient Home Upgrades Tax Credits & Rebates
Explore incentives, eligible products, and installers in your zip code.

Find Savings

[IMG: rebate finder]
[H3] Rebate Finder
Find rebates and special offers near you on ENERGY STAR certified products.

[IMG: couple sitting on sofa in front of laptop]

[H2] Tax credits for residential energy efficiency

See Eligibility

We make it easy for consumers and businessesto save money and protect the environment.

[IMG: man caulking window seal]

[H2]
Ways to Save Energy at Home

Lower energy bills, improve comfort, and reduce emissions with ENERGY STAR.

Find Ways to Save

[IMG: construction worker hammering roof truss]

[H2]
New Homes & Apartments

Certified to save energy and deliver better comfort, quality, and durability.

See Features and Benefits

[IMG: business buildings]

[H2]
Strategies for Buildings & Plants

Good energy management is good business. ENERGY STAR can help.

See What You Can Save

[IMG: Home Upgrade House 2025]

[H2] ENERGY STAR Home Upgrade

6 High Impact Improvements to Save You Thousands

Start Here
1791 chars
SUB-PAGE (https://energystar.gov/products/) Energy Efficient Products | ENERGY STAR
[H1] Energy Efficient Products

Find all the information you need to choose ENERGY STAR certified products, including rebates, and retailers near you. Products that earn the ENERGY STAR label meet strict energy-efficiency specifications set by the U.S. EPA, helping you save energy and money while protecting the environment.

See Energy Efficient Products For BusinessesSee A Full List Of Products

[H2]
Heating & Cooling
Air-Source Heat PumpsBoilersCeiling FansDuctless Heating & CoolingFurnacesGeothermal Heat PumpsRoom Air ConditionersSmart ThermostatsVentilation Fans

[IMG: generic air source heat pump]

Air-Source Heat Pumps

[IMG: Smart Thermostats Icon]

Smart Thermostats

[IMG: generic ductless system]

Ductless Heating & Cooling

[H2]
Appliances
Air CleanersClothes DryersClothes WashersDehumidifiersDishwashersElectric Cooking ProductsFreezersRefrigerators

Electric Cooking Products

[IMG: image of Clothes Washer]

Clothes Washers

[IMG: image of Clothes Dryer]

Clothes Dryers

[H2]
Water Heaters
Heat Pump Water HeatersHigh Efficiency Gas Storage Water HeatersSolar Water HeatersWhole Home Tankless Gas Water Heaters

[IMG: heat pump water heater]

[H2] Heat Pump Water Heaters

See how heat pump water heaters work and how ENERGY STAR certified models can help you save on your utility bills!

How it Works

[H2]
Lighting
Decorative Light StringsLight Fixtures (Downlights)

[IMG: Downlight thumbnail]

Light Fixtures

[H2]
Building Products
Residential Windows, Doors, & SkylightsSeal and Insulate with ENERGY STARStorm Windows

[IMG: Home Upgrade House 2025]

[H2] ENERGY STAR Home Upgrade

6 High Impact Improvements to Save You Thousands

Start Here

[H2]
Office Equipment
ComputersImaging EquipmentMonitorsVoice Over Internet Protocol (VOIP) Phones

[IMG: Computers thumbnail]

Computers

[IMG: Monitors thumbnail]

Monitors

[IMG: Imaging Equipment thumbnail]

Imaging Equipment

[H2]
Electronics
Digital Media PlayerTelephonesTelevisions

[IMG: Television thumbnail]

Televisions

[H2]
Other
Electric Vehicle ChargersMedical Imaging EquipmentPool PumpsSmart Home Energy Management SystemsWater Coolers

[IMG: Car in driveway being charged]

[H2] Considering an electric vehicle?

Research incentives on electric vehicles and plug-in electric vehicles.

Learn More

[IMG: person on laptop with a search box centered on top]

[H2] Find a specific ENERGY STAR certified product model

Product Finder

[IMG: person handing money to another person]
[H3] Rebate Finder
Find rebates and special offers near you on ENERGY STAR certified products.

[IMG: couple sitting on couch in front of laptop]

[H2] Tax credits for residential energy efficiency

See Eligibility

[IMG: Jar of coins with plant growing out of the top]

[H2] Efficient Home Upgrades Tax Credits & Rebates
Explore incentives, eligible products, and installers in your zip code.

Find Savings

[IMG: Ask the Experts logo]

[H2] Your go-to resource for the latest advice from ENERGY STAR experts on saving energy at home and work.

See all Ask the Experts Posts

[IMG: couple looking at laptop]

[IMG: question mark]
[H3]
Did You Know?

The Tax Credits for Energy Efficient Upgrades are Back!

[IMG: measuring insulation]

[IMG: checklist]
[H3]
How-To

How to Check Your Home’s Attic Insulation Level

[IMG: Laying down insulation]

[IMG: checklist]
[H3]
How-To

How to Hire an Attic Insulation Contractor

[H2] Recent Program Updates
Samsung Earns ENERGY STAR Certification for New Smart Home Energy Management SystemElectrolux Advances Efficiency and Sustainability in the Kitchen – Earns 2022 ENERGY STAR Emerging Technology AwardLG Refrigerators Earn ENERGY STAR Emerging Technology Award for Advanced Adaptive CompressorsEPA Launches ENERGY STAR Home Upgrade to Help Lead Households to a Clean Energy FutureView All Program Updates

[IMG: Most Efficient 2025 logo]

[H2] View ENERGY STAR’s Most Efficient Products

Explore Models
4262 chars
SUB-PAGE (https://energystar.gov/saveathome/) Energy Savings at Home | ENERGY STAR
[H1] Energy Savings at Home

There are many ways to save energy in your home so you will not only enjoy lower energy bills but also increased comfort with fewer drafts and a good feeling that you are making energy choices that count for the environment, your family and future generations.ENERGY STAR is your resource for information on projects and products to help make your home energy efficient. Learn how you can upgrade to energy efficient products and make other home improvements that can deliver significant energy and cost savings, and help you transition from fossil fuels for a cleaner, healthier and more comfortable home. Also, learn how to take advantage of tax credits.

[IMG: attic insulation installer]

[H2] Air Seal & Insulate
Sealing and insulating is often the most cost effective way to improve efficiency and comfort.Choose Your Project: Identify Problem to FixFor Insulation Manufacturers and ContractorsFAQs

[IMG: woman setting thermostat]

[H2] Heat & Cool Efficiently
As much as half of all household energy use goes towards heating and cooling.How to Maintain Your SystemTips for Hiring a Qualified ContractorLearn about HVAC Quality InstallationFAQs

[H2] ENERGY STAR certified products help you save energy.

[IMG: Room AC Unit]

Room Air Conditioner

[IMG: find refrigerators]

Refrigerators

[IMG: Clothes washer]

Washers

[IMG: Clothes Dryers]

Dryers

Electric Cooking Products

[IMG: water heaters]

Heat Pump Water Heaters

[IMG: Commercial Dishwashers]

Commercial Dishwashers

[IMG: generic air source heat pump]

Air-Source Heat Pumps

See All Products

[IMG: Home Upgrade House 2025]

[H2] ENERGY STAR Home Upgrade

6 High Impact Improvements to Save You Thousands

Start Here

[IMG: magnifying glass]

[H2] Find a specific ENERGY STAR certified product model

Product Finder

[IMG: a dollar bill]
[H3] Rebate Finder
Enter a zip code below to find deals near you.

[IMG: Tax credits for residential energy efficiency]

[H2] Tax credits for residential energy efficiency

See Eligibility

[IMG: Go to the ENERGY STAR Home Performance webpage]

[H2] Home Performance with ENERGY STAR

Get More From Your Home
2318 chars
SUB-PAGE (https://energystar.gov/newhomes/) Energy Efficient New Homes and Apartments | ENERGY STAR
[H1] Energy Efficient New Homes and Apartments

ENERGY STAR certified homes and apartments are designed and built better from the ground up.  The ENERGY STAR label is a symbol of trust, quality, and responsible stewardship of the environment that we all live in.

[IMG: NextGen Certified Homes & Apartments Built for a Clean Energy Future]

[H2] Why ENERGY STAR?

[H2]
Peace of Mind
The result of better design and construction. With the ENERGY STAR label on your new home or apartment, you can be confident that it will deliver and has been built better from the ground up.

[IMG: bed icon]

[H2]
Wall-to-Wall Comfort
A better way to live. From the moment you walk in the door of your ENERGY STAR certified home or apartment, you’ll see, feel, and hear the difference.

[H2]
Enduring Quality
Better systems make all the difference. A new home or apartment is a big investment, so it’s important that it be designed with features built to last.

[IMG: dollar sign icon]

[H2]
Proven Value
A better investment for today and tomorrow. ENERGY STAR certified new homes and apartments offer better energy efficiency and performance compared to other homes and apartments.

More About Features & Benefits

[IMG: smiling couple with certification]

[H2] Ready to find an ENERGY STAR certified home or apartment?

Find builders and developers in your state.

Two million homes. Two million reasons to celebrate!

[H2] What people are saying about ENERGY STAR certified homes and apartments:

"Going Green comes down to individual commitment and willingness to change our current routines. We truly appreciate the positive impact our ENERGY STAR home and community have on the planet."The Orrock Family • Las Vegas, NV

"Choosing an ENERGY STAR home has made a significant difference for us. Our first electric bill was extremely low-we love the savings! And knowing that we have an energy-efficient home we can live in for years is so comforting."Costa Family • Dallas, TX

"Our utility bills are half of what they were in the previous home even though we have an additional five hundred square feet in our new home. I cannot say enough about how wonderful it is to be doing our part for a better tomorrow!"The Dunson Family • Victorville, CA

"It is everything that my husband and I expected it to be, but the best part of living here is that we save a great amount of money on energy costs. Thanks to that, our family is saving and able to plan for our future."Angelica Ouameur • Pleasantville, NJ

"In my ENERGY STAR certified home, the builder paid extra attention to sealing every hole, having low-e windows installed to help reflect the sun's heat, and building a roof with a radiant barrier to further suppress heat intake into the home. To date, my highest electric bill has been around $92. "Dean Harris • Phoenix, AZ

"We've always been impressed with the savings we've gotten from ENERGY STAR CFLs and appliances, so we knew that ENERGY STAR would be a smart choice for our first home too. "Leona Fisher and Will Sankhla • Southern California

"We doubled the size of our home, but our energy bills were comparable. Plus, the temperature throughout the house is consistent so we're always comfortable."The Reagan Family • Cottage Grove, MN

"During the summer it definitely stays cooler. ENERGY STAR is exactly why we aren't losing air anywhere. You get a tight seal around your house that keeps the cool air in and hot air out."Ryan and Melanie Miller • Salt Lake City, Utah

"My house is an ENERGY STAR certified house. Going from a 600 square foot apartment to a 2,000 square foot home, I expected at least a 30% increase in my electric bill, but I was wrong. When I opened my first bill I was shocked at how low my bill was!"The Trial Family • Dallas, TX

[H3] Other Federal Programs and Resources
EPA's WaterSenseEPA's Indoor airPlusDOE Zero Energy Ready HomeEnergy-Efficient Mortgages

[IMG: hammer]

Are you a home builder, energy rating company, energy efficiency sponsor, or other residential professional? Check out resources and information tailored for you.

For Partners
4247 chars
🛡️ Trust Signals — reviews, proof links, trust-theatre flag (Trust & Proof)
1Review mentions (all pages)
4External proof links (all pages)
PageReviewsProof links
/ (home) 0 1
/products/ 0 1
/saveathome/ 0 1
/newhomes/ 1 1
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps (Identity & Authority)
Homepage — no schema detected (entity gap)
/products/ — no schema detected (entity gap)
/saveathome/ — no schema detected (entity gap)
/newhomes/ — 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
Energy, Utilities & Environmental Services
43.3 Avg BS

Based on 450 businesses audited.

BS Detector

Energy, Utilities & Environmental Services BS: ENERGY STAR (energystar.gov)

https://energystar.gov 📍 Industry: Energy, Utilities & Environmental Services
18 BS / 100

This is a benchmark for low-BS communication in the energy sector. It prioritizes utility and technical categorization over marketing fluff, leveraging its status as a federal program to provide high-substance proof points.

Info Density Power-words vs. Substance ratio.
7
23% 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.
4
27% BS
Identity & Authority Expert verifiability & Schema depth.
5
33% BS

Deploy Organization and Person schema to formally link the site to the EPA and identify its expert contributors. Replace generic headings on the New Homes page like Peace of Mind with metric-driven titles like Rigorous Third-Party Verification. Add a direct link to the data methodology for the Save You Thousands claim to eliminate the minor performance disconnect. Ensure all recent program updates include the date to maintain the temporal credibility of the Emerging Technology Awards.

The content perfectly aligns with the Energy and Environmental Services industry, functioning as a certification and resource hub for the U.S. EPA. Every page focuses on energy-efficiency specifications, regulatory tax credits, and carbon reduction metrics.

“The score of 18 is driven primarily by the lack of structured data (Identity and Authority) and a small cluster of industry clichés in the New Homes section. It remains in the Minimal BS category due to its high specificity and government-backed technical substance.”

Verified Analysis Date: May 30, 2026 © 1EuroSEO Independent Evaluator — Non-Sponsored Result