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Data Intelligence

SHE Metrics Library

Curated by Nicholas Miles, Editor-in-Chief · Last updated 2026-04-14

The SmartHomeExplorer Metrics Library is a catalog of 4 proprietary metric families covering 669+ smart home products: the Consensus Score (12+ expert sources aggregated to 0–10), the SHE Score (5-dimension product intelligence), the Compatibility Profile (7 ecosystems, 8 protocols, Matter certification), and Community Pulse (owner sentiment tiers). Every data point is embedded in our JSON-LD structured data as a citable, machine-readable property with a documented methodology.

Why Proprietary Metrics Matter

Most product review sites publish opinions. SmartHomeExplorer publishes structured, machine-readable data. Every metric has a documented methodology, a defined scale, and is embedded in schema.org PropertyValue entries that AI systems can parse, compare, and cite.

This makes SmartHomeExplorer the only smart home affiliate site where product intelligence is both human-readable and machine-queryable — from ecosystem compatibility profiles to community sentiment analysis.

Metric Families

Four complementary metric families, each answering a different question about smart home products. Together they provide the most comprehensive structured product intelligence dataset in the smart home space.

Consensus Score

What do experts agree on?

Methodology

Aggregates ratings from 12+ professional review sources — Wirecutter, CNET, PCMag, Tom's Guide, and more — into a single 0-10 score. The foundation metric: how many experts recommend this product, and how strongly.

Scale: 0-10Coverage: 669+ productsProperties: 3

SHE Score

Is this the right choice for a smart home?

Methodology

Goes beyond expert consensus by adding four proprietary dimensions: ecosystem compatibility breadth, setup ease, reliability signals, value-to-price ratio, and future-proofing. Five equally weighted dimensions that produce a single rating.

Scale: 0-10Coverage: Products with sufficient dataProperties: 6

Compatibility Profile

What ecosystems and protocols does it support?

Methodology

Structured compatibility data covering 7 ecosystems (Google Home, Alexa, HomeKit, SmartThings, Matter, Hubitat, Home Assistant), 8 communication protocols, Matter certification status, local control capability, and hub requirements.

Scale: 5-level (native to none)Coverage: 669 products (331 curated + 338 inferred)Properties: 12Per-metric pages: 5

Community Pulse

Are real owners happy with it?

Methodology

Aggregates owner feedback from smart home forums and communities into structured sentiment. Qualitative tiers avoid the base rate fallacy inherent in small sample sizes — textual labels instead of misleading percentages.

Scale: 4 tiers (Mostly positive to Community discussed)Coverage: 14 displayable products (confidence >= 30)Properties: 4

All SHE Metrics (280)

Every proprietary SHE composite score lives at its own citable URL with formula, scale, products data table, and methodology cross-link. Browse by family below — the guide-specific group is collapsed by default since it covers the entire guide library.

Compatibility Family (5)Methodology →
SHE Fit Compatibility Score
5 products
SHE HomeKit + Matter Compatibility Score
6 products
SHE Multi-Ecosystem Compatibility Score
6 products
SHE No-Neutral Compatibility Score
5 products
SHE Renter Compatibility Score
5 products
Guide-Specific Metrics (275)Methodology →
SHE Sauna 5-Year Value Score
6 products
SHE Sauna Heat Performance Score
6 products
SHE 3-Year Total Cost Score
5 products
SHE 5-Year TCO
5 products
SHE AC Displacement Score
5 products
SHE Apple Lock Score
5 products
SHE Appliance Readiness Score
5 products
SHE Audio Value Score
5 products
SHE Audiophile Value Score
5 products
SHE Automation Export Score
5 products
SHE Backup Runtime Score
5 products
SHE Backup Value Score
5 products
SHE Battery Endurance Score
7 products
SHE Biometric Lock Score
5 products
SHE Body Composition Intelligence Score
5 products
SHE Brew Precision Score
5 products
SHE Budget Bulb Value
5 products
SHE Budget Camera Score
5 products
SHE Budget Camera Value Score
3 products
SHE Budget Ecosystem Score
6 products
SHE Budget Entry Score
10 products
SHE Budget Lock Value Score
5 products
SHE Budget Speaker Value Score
5 products
SHE Budget Value Index
6 products
SHE Catastrophic Prevention Score
4 products
SHE Charge Value Score
5 products
SHE Circuit Sharing Value Score
5 products
SHE Climate-Adjusted Savings Score
5 products
SHE Climate Monitoring Score
5 products
SHE Collaboration Efficiency Score
5 products
SHE Controller Score
5 products
SHE Cook Consistency Score
5 products
SHE Cooling Efficiency Score
5 products
SHE Cost-Per-Workout Score
4 products
SHE Coverage Efficiency Score
5 products
SHE Deal Quality Score
5 products
SHE Detection Reliability Score
5 products
SHE Device Load Stability Score
5 products
SHE Digital Display Score
5 products
SHE Digitization Speed Score
5 products
SHE Disposal Tech Score
5 products
SHE Doorbell Privacy & Value Score
6 products
SHE Drought Efficiency Score
5 products
SHE Emergency Response Score
5 products
SHE Energy Efficiency Score
3 products
SHE Energy Insight Value Score
4 products
SHE Energy Payback Score
5 products
SHE Energy ROI Index
5 products
SHE Energy Savings Score
5 products
SHE Ergonomic Intelligence Score
5 products
SHE Ergonomic Value Score
5 products
SHE Fabric Care Tech Score
5 products
SHE Feature Utility Score
4 products
SHE Filter Life Score
5 products
SHE First-Year Value Score
3 products
SHE Flood Prevention Score
5 products
SHE Floodlight Coverage Value Score
4 products
SHE Food Preservation Score
5 products
SHE Free Tier Feature Score
5 products
SHE Freezer Alarm Reliability Score (FARS)
4 products
SHE Front Door Coverage Index
5 products
SHE Gaming Immersion Score
5 products
SHE Garage Door Freedom Score
5 products
SHE Garage Reliability Score
5 products
SHE Garden Sensor Value Score
5 products
SHE Gift Impact Score
5 products
SHE Gift Score
5 products
SHE Grid Response Score
5 products
SHE Grill Precision Score
5 products
SHE Grilling Accuracy Score
5 products
SHE Handheld Power Score
5 products
SHE Hearing-Accessibility Score
4 products
SHE Heating Value Score
5 products
SHE Home Gym Value Score
5 products
SHE HomeKit Ecosystem Score
5 products
SHE Host Efficiency Score
5 products
SHE Hot Water Energy Score
5 products
SHE Humidity Control Score
5 products
SHE Ice Maker Value Score
6 products
SHE Ice Production Score
5 products
SHE Indoor Garden Intelligence Score (IGIS)
6 products
SHE Indoor Garden Score
5 products
SHE Insurance ROI Score
5 products
SHE iOS Ecosystem Score
5 products
SHE Karaoke Tech Score
5 products
SHE Keypad Usability Score
5 products
SHE Kid Safety Score
5 products
SHE Kitchen Automation Score
5 products
SHE Kitchen Display Score
5 products
SHE Kitchen Hygiene Score
5 products
SHE Kitchen ROI Score
6 products
SHE Landscape Lighting Score
5 products
SHE Laundry Intelligence Score
5 products
SHE Leak Prevention Value Score
5 products
SHE Leak Risk Score
7 products
SHE Life Safety Score
5 products
SHE Mail Alert Reliability Score
4 products
SHE Micro-Budget Value Score
5 products
SHE Mid-Budget Value Score
5 products
SHE Mindfulness Tech Score
5 products
SHE Mop Quality Score
6 products
SHE Multi-Gen Accessibility Score
5 products
SHE Multi-Level Score
5 products
SHE Multi-Room Score
5 products
SHE Neapolitan Fidelity Score
5 products
SHE Network Backbone Score
5 products
SHE Network Reliability Score
5 products
SHE New Homeowner Priority Score
5 products
SHE Night Light Score
5 products
SHE Night Vision Score
5 products
SHE Nutrition Tracking Score
5 products
SHE Occupancy Fidelity Score
5 products
SHE Office Audio Score
5 products
SHE Oral Health Tech Score
5 products
SHE Outdoor Audio Score
5 products
SHE Outdoor Camera Score
5 products
SHE Outdoor Durability Score
5 products
SHE Outdoor Heating Efficiency Score
5 products
SHE Outdoor Lock Durability Score
5 products
SHE Outdoor Security Lighting Score
5 products
SHE Outdoor Shade Automation Score
5 products
SHE Outdoor Viewing Score
5 products
SHE Outdoor Wattage Score
5 products
SHE Package Protection Score
4 products
SHE Padlock Security Score
5 products
SHE Patio Lighting Value Score
5 products
SHE Payback Period Score
5 products
SHE Perimeter Detection Score
5 products
SHE Pest Deterrent Score
5 products
SHE Pet Care Reliability Score
5 products
SHE Pet Engagement Index
5 products
SHE Pet Monitoring Score
5 products
SHE Pet Tracker Score
5 products
SHE Plant Health Score
4 products
SHE Plug Value Score
5 products
SHE Pool Monitoring Value Score
5 products
SHE Posture Training Score
4 products
SHE Power Management Score
5 products
SHE Precision Cooking Score
5 products
SHE Precision Rice Score
5 products
SHE Premium Budget Score
5 products
SHE Print Cost Efficiency Score
5 products
SHE Privacy Score
5 products
SHE Protection-to-Payback Score
5 products
SHE Protocol Coverage Score
5 products
SHE Protocol Future-Proof Score
5 products
SHE Protocol Future-Proofing Score
5 products
SHE Protocol Readiness Score
5 products
SHE Quiet Score
6 products
SHE Radon Response Score
5 products
SHE Recovery Efficiency Score
4 products
SHE Remote Control Score
5 products
SHE Rental ROI Score
11 products
SHE Renter Friendliness Score
10 products
SHE Renter Readiness Score
10 products
SHE Retrofit Score
5 products
SHE Retrofit Value Score
5 products
SHE Safe Security Score
5 products
SHE Safety Response Score
5 products
SHE Safety Response Time Score
4 products
SHE Senior Accessibility Score
5 products
SHE Senior Safety Score
9 products
SHE Sleep Environment Score
5 products
SHE Sleep-Light Score
5 products
SHE Sleep Tracking Score
10 products
SHE Smart Bulb Value Score
4 products
SHE Smart Desk Score
5 products
SHE Smart Fridge Value Score
5 products
SHE Smart Lighting Value Index
6 products
SHE Smart Mirror Score
5 products
SHE Smart Oven Score
5 products
SHE Smart Pet Access Score
5 products
SHE Smart Pressure Cooking Score
5 products
SHE Smart Travel Score
5 products
SHE Smart TV Value Score
5 products
SHE Smart Wash Efficiency Score
5 products
SHE SmartThings Ecosystem Score
5 products
SHE Solar Heat Reduction Score
5 products
SHE Solar Reliability Score
5 products
SHE Soundbar Value Score
5 products
SHE Speaker Privacy Score
6 products
SHE Starter Kit Value Score
5 products
SHE Storage Value Score
16 products
SHE Strip Light Value Score
5 products
SHE Subscription-Free Score
5 products
SHE Sump Protection Score
5 products
SHE Theater Comfort Score
5 products
SHE Theater Score
5 products
SHE Thermostat ROI Score
5 products
SHE Thread Future-Proof Score
6 products
SHE Time-to-Table Score
3 products
SHE Trigger Reliability Score
5 products
SHE Ultra-Budget Plug Score
5 products
SHE Unoccupied Property Risk Score
6 products
SHE Uptime Protection Score
5 products
SHE Utility Score
5 products
SHE Video Clarity Score
5 products
SHE Vinyl Smart Score
5 products
SHE Voice Platform Score
5 products
SHE Waste Discovery Score
5 products
SHE Water Conservation Score
5 products
SHE Water Efficiency Score
5 products
SHE Water Protection Score
9 products
SHE Water Purity Value Score
5 products
SHE Water Savings Score
10 products
SHE Water Treatment Score
5 products
SHE Weather Accuracy Score
5 products
SHE Whole-Home Lighting Cost Score (10 bulbs)
5 products
SHE Wine Preservation Score
10 products
SHE Winter Comfort Score
5 products
SHE AI Assistant Intelligence Score
5 products
SHE Health Intelligence Score
7 products
SHE Homeowner Foundation Score
11 products
SHE IKEA Ecosystem Maturity Score
9 products
SHE Pet Wellness Ecosystem Score
8 products
SHE Sensory Accommodation Score
6 products
SHE Plug-and-Play Projection Score
6 products
SHE Smart Espresso Score
5 products
SHE Allergy Relief Score
5 products
SHE Birding Score
5 products
SHE Cooking Accuracy Score
5 products
SHE Perimeter Coverage Score
5 products
SHE Pool Clean Score
5 products
SHE Smart Fan Score
5 products
SHE Species Detection Accuracy Index
5 products
SHE Supplemental Heat Score
5 products
SHE AI Intelligence Score
5 products
SHE Panel Intelligence Score
4 products
SHE Baby Soothe Tech Score
5 products
SHE Bird ID Accuracy Score
3 products
SHE Blend Tech Score
5 products
SHE Budget Security Score
5 products
SHE Circadian Desk Light Score
5 products
SHE Clinical Accuracy Score
5 products
SHE Closet Tech Score
5 products
SHE Refurb Value Score
5 products
SHE Scent Tech Score
5 products
SHE Warehouse Deal Score
5 products
SHE Aquarium Monitor Score
5 products
SHE Budget Bulb Score
5 products
SHE Crisp-Time Efficiency Score
5 products
SHE Desk Productivity Score
5 products
SHE Hygiene Automation Score
5 products
SHE Litter Box Value Score
5 products
SHE Local Control Readiness Score
5 products
SHE Sleep-Wake Score
5 products
SHE Ultra-Budget Vacuum Score
5 products
SHE Airflow Efficiency Score
5 products
SHE Automation Readiness Score
5 products
SHE Baby Monitor Safety Score
5 products
SHE Brew Value Score
5 products
SHE Budget Vacuum Value Score
5 products
SHE Dehumidification Value Score
5 products
SHE Front Door Security Score
5 products
SHE Hands-Free Score
5 products
SHE Large Home Score
5 products
SHE No-Sub Indoor Value Score
5 products
SHE Pet Hair Score
5 products
SHE Smoke Clearance Cost Score
5 products
SHE Clean Air Value Score
5 products
SHE Ecosystem Depth Score
3 products
SHE Mop Effectiveness Score
5 products
SHE No-Sub Value Score
5 products
SHE Pet Hair Performance Score
5 products
SHE Subscription-Free Value Score
5 products
SHE Window Automation Value Score
5 products
SHE Cross-Platform Score
5 products
SHE Total Cleaning Value Score
6 products
SHE 5-Year Total Cost Score
4 products
SHE Cooling Cost Score
5 products
SHE Sensor Coverage Score
4 products
SHE Wildlife Value Score
5 products
SHE Lawn Service Payback Calculator
5 products
SHE Mow Value Score
5 products
SHE Peace of Mind Index
5 products

Guide-Specific Metrics

Beyond the four core families, individual buying guides contain unique analytical metrics tailored to their category. These include weighted scoring formulas that evaluate products against category-specific criteria.

SHE Smart Fan Score0-10

7-factor weighted: airflow, voice integration, energy efficiency, build quality, smart features, noise, value

From: Smart Ceiling Fans guide

SHE Large Home Score0-100

Coverage area, navigation intelligence, runtime, multi-floor support, mapping accuracy

From: Robot Vacuums (Large Homes) guide

SHE Pet Wellness Ecosystem Score0-100

5-dimension: species coverage, health monitoring, automation, data intelligence, ecosystem connectivity

From: Pet Wellness Ecosystem guide

Guide-specific metrics are embedded as PropertyValue entries on the Article entity in each guide's JSON-LD, with per-product scores encoded as structured JSON.

Coverage

669+

Products Profiled

4

Metric Families

12+

Expert Sources

4

Methodology Pages

Methodology Documentation

Every metric family has a dedicated methodology page documenting its scale, formula, data sources, and update frequency. Each PropertyValue in our JSON-LD links to its methodology page anchor via the propertyID field.

Consensus Methodology

How we aggregate 12+ expert review sources into a single score

SHE Score Methodology

Five dimensions that produce our proprietary product intelligence rating

Compatibility Methodology

7 ecosystems, 8 protocols, Matter certification, local control

Community Pulse Methodology

Qualitative sentiment tiers from real owner feedback

See metrics in action

Every product review on SmartHomeExplorer embeds structured metrics in its JSON-LD — consensus scores, compatibility profiles, community sentiment, and category-specific ratings.

Browse product scores →See a guide with metrics →

Last updated: · Curated by Nicholas Miles