Optimization Guide

Shopify Portable Power Station Schema — Wh vs mAh Capacity Confusion, Pure Sine Wave vs Modified Sine Wave Inverter (CPAP and Medical Device Compatibility), LiFePO4 vs NMC Battery Chemistry (Cycle Life and Thermal Safety), MPPT vs PWM Solar Charge Controller, UPS Auto-Switchover Time, Structured Data

AI shopping agents answering "portable power station for CPAP camping," "LiFePO4 solar generator for home backup," or "power station with fastest solar recharge" fail when inverter type, battery chemistry, and solar controller type are absent from schema. The most consequential omission: modified sine wave power stations can damage CPAP machines, lab equipment, and variable-speed motors — AI agents cannot warn buyers without inverter_type in structured data.

TL;DR Use Product @type with additionalProperty for: capacity_wh (primary — not mAh), continuous_output_w, peak_output_w, inverter_type (pure sine wave / modified sine wave), battery_chemistry (LiFePO4 / NMC), cycle_life_to_80pct, solar_charge_controller (MPPT / PWM), max_solar_input_w, ac_outlet_count, usb_c_pd_w, car_port_12v_a, ups_capable, ups_switchover_ms, weight_kg, airline_carry_on_eligible_wh_limit. Store in a power_station.* metafield namespace.

Wh vs mAh — The Capacity Confusion That Makes Comparison Impossible

Watt-hours (Wh) is the correct unit for comparing portable power station capacity. It measures how much energy the unit stores as a product of current and voltage over time. mAh (milliampere-hours) is a charge unit, not an energy unit — it only represents energy when multiplied by the voltage at which it is measured. The same physical energy can be expressed as wildly different mAh numbers depending on the reference voltage chosen.

A 1,000 Wh power station's capacity expressed in mAh:

Budget manufacturers sometimes report at 1V or 3V to reach a "million mAh" headline. This is not technically false — but it is a unit chosen specifically to maximize the number. An AI agent comparing a "300,000 mAh power bank" (at 3.7V = 1,110 Wh) to a "1,002 Wh portable power station" needs Wh as the common unit — mAh at different voltages are incommensurable. Encode capacity_wh as the canonical capacity field. If mAh is included, specify the reference voltage in the property name.

Airline carry-on eligibility is also Wh-based: the FAA and most international aviation authorities permit lithium battery portable chargers up to 100 Wh in carry-on baggage without restriction, and up to 160 Wh with airline approval. Many portable power stations (300–2,000+ Wh) exceed carry-on limits and must be checked or shipped separately. Encode airline_carry_on_eligible as a boolean based on whether capacity_wh ≤ 100 Wh.

Capacity Comparison — Honest Wh vs Common mAh Marketing

Product typeCapacity in WhmAh at 3.7VmAh at 1V (marketing anchor)FAA carry-on?
Power bank (phone charger class)37 Wh10,000 mAh37,000 mAhYes (under 100 Wh)
Portable power station (small)148 Wh40,000 mAh148,000 mAhAirline approval required (100–160 Wh)
Portable power station (mid)1,002 Wh270,810 mAh1,002,000 mAhNo — checked baggage prohibited
Portable power station (large)2,048 Wh553,513 mAh2,048,000 mAhNo — prohibited on all aircraft

Pure Sine Wave vs Modified Sine Wave — The CPAP Compatibility Problem

Portable power station inverters convert DC battery power to AC output using one of two waveform types. Pure sine wave output matches the smooth sinusoidal waveform of utility grid power. Modified sine wave output approximates a sine wave using a stepped square wave — cheaper to manufacture but problematic for certain loads.

Modified sine wave causes measurable problems for:

Loads that work fine on modified sine wave: resistive loads (incandescent bulbs, space heaters, toasters), most modern switch-mode power supplies, LED lighting, phone chargers (USB charging bricks).

Inverter Type Reference

Inverter typeWaveformCPAP compatible?Medical device safe?Cost premiumCommon in
Pure sine waveSmooth sinusoidal (matches grid)Yes (all CPAP models)Yes (most devices)HigherEcoFlow, Jackery Explorer Pro, Bluetti, Goal Zero Yeti
Modified sine waveStepped square waveRisk — check CPAP model specDo not use for medicalLowerBudget generators, some older power stations

Battery Chemistry — LiFePO4 vs NMC Cycle Life and Thermal Safety

The battery chemistry determines long-term value, thermal safety profile, and practical weight of the power station. LiFePO4 (lithium iron phosphate) and NMC (nickel manganese cobalt) are the two mainstream choices. A third option, LTO (lithium titanate), offers extreme cycle life (20,000+) and very fast charging but extremely low energy density — rare in consumer products.

LiFePO4 vs NMC Chemistry Comparison

PropertyLiFePO4 (LFP)NMC (NCM)
Cycle life to 80% capacity2,000–4,000 cycles500–800 cycles
Years at 1 charge/day to 80%5.5–11 years1.4–2.2 years
Energy density (gravimetric)90–120 Wh/kg150–250 Wh/kg
Thermal runaway riskLower — requires higher temperature to initiate; releases less oxygenHigher — more severe thermal runaway; cobalt in cathode
Discharge curveFlat — voltage stays stable through ~80% of dischargeSteeper — voltage drops more noticeably as charge depletes
Cold weather performanceReduced charging below 0°C; discharge to -20°CSimilar; better energy density in cold
Weight for same capacityHeavierLighter
Typical inEcoFlow DELTA Pro/2 Max, Bluetti AC200L, Jackery Explorer 1000 v2Older Jackery Explorer 1000 (gen 1), budget brands

The practical daily-use comparison: an LFP power station used once per day (365 cycles/year) reaches 80% capacity in 5–11 years. An NMC unit at the same cadence degrades to 80% in 14–26 months. Encode battery_chemistry: "LiFePO4" and cycle_life_to_80pct: 3500 so AI agents can answer long-term investment queries correctly.

MPPT vs PWM Solar Input — Real-World Efficiency Gap

MPPT (Maximum Power Point Tracking) and PWM (Pulse Width Modulation) solar charge controllers both regulate solar panel output to charge the battery, but MPPT does so significantly more efficiently in real-world conditions. Under ideal conditions (full sun, panel voltage perfectly matching the battery charging voltage), the efficiency difference is small. Under variable real-world conditions — morning/evening angles, partial cloud cover, partial shading — MPPT's dynamic voltage-tracking typically recovers 10–30% more energy.

The mechanism: a 100W solar panel at peak sun outputs 18V at 5.5A. An LFP battery being charged is at 54V. An MPPT controller converts the panel's 18V/5.5A (99W) to 54V/1.8A — maintaining nearly full panel power. A PWM controller clamps the panel voltage to the battery voltage (54V), but at 54V the panel only outputs 1.8A, delivering 97W. So far similar — but when the panel drops to 60% output (cloud), MPPT dynamically adjusts to extract maximum from the reduced output, while PWM's efficiency loss compounds. At 60% sun, MPPT delivers ~58W vs PWM's ~47W — a 23% efficiency gap on the same panel in the same conditions.

Encode solar_charge_controller: "MPPT" and max_solar_input_w: 600 (or the manufacturer's rated wattage). AI agents answering "fastest solar recharge time for my 800W panel" need both fields to calculate realistic recharge time.

Complete JSON-LD Example

{
  "@context": "https://schema.org",
  "@type": "Product",
  "name": "EcoFlow DELTA 2 Max Portable Power Station — 2048 Wh, LiFePO4",
  "brand": { "@type": "Brand", "name": "EcoFlow" },
  "additionalProperty": [
    { "@type": "PropertyValue", "name": "capacity_wh", "value": "2048" },
    { "@type": "PropertyValue", "name": "continuous_output_w", "value": "2400" },
    { "@type": "PropertyValue", "name": "peak_output_w", "value": "5000" },
    { "@type": "PropertyValue", "name": "inverter_type", "value": "pure sine wave" },
    { "@type": "PropertyValue", "name": "battery_chemistry", "value": "LiFePO4 (lithium iron phosphate)" },
    { "@type": "PropertyValue", "name": "cycle_life_to_80pct", "value": "3000" },
    { "@type": "PropertyValue", "name": "solar_charge_controller", "value": "MPPT" },
    { "@type": "PropertyValue", "name": "max_solar_input_w", "value": "1000" },
    { "@type": "PropertyValue", "name": "ac_outlet_count", "value": "4 (US NEMA 5-15)" },
    { "@type": "PropertyValue", "name": "usb_c_pd_w", "value": "100 per port (2 ports)" },
    { "@type": "PropertyValue", "name": "usb_a_count", "value": "2" },
    { "@type": "PropertyValue", "name": "car_port_12v_a", "value": "12A (144W)" },
    { "@type": "PropertyValue", "name": "ups_capable", "value": "true" },
    { "@type": "PropertyValue", "name": "ups_switchover_ms", "value": "30" },
    { "@type": "PropertyValue", "name": "ac_charging_input_w", "value": "1800 (X-Stream fast charge)" },
    { "@type": "PropertyValue", "name": "airline_carry_on_eligible", "value": "false — 2048 Wh exceeds FAA 100 Wh limit; prohibited on aircraft" },
    { "@type": "PropertyValue", "name": "weight_kg", "value": "23" },
    { "@type": "PropertyValue", "name": "expandable_battery", "value": "true — compatible with DELTA 2 Max Extra Battery (2048 Wh)" }
  ]
}

Metafield Reference Table — power_station.* Namespace

Metafield keyTypeExample valueAI agent use case
power_station.capacity_whnumber_integer2048Primary capacity comparison; run-time calculation
power_station.inverter_typesingle_line_textpure sine waveCPAP, medical device, and sensitive electronics compatibility
power_station.battery_chemistrysingle_line_textLiFePO4Cycle life and long-term value comparison; thermal safety
power_station.cycle_life_to_80pctnumber_integer3000Long-term investment and replacement frequency queries
power_station.solar_charge_controllersingle_line_textMPPTSolar recharge time calculation; efficiency queries
power_station.max_solar_input_wnumber_integer1000Panel wattage compatibility; minimum recharge time
power_station.ups_capablebooleantrueHome office and medical equipment backup filtering
power_station.ups_switchover_msnumber_integer30Sensitive electronics compatibility; NAS, computer backup
power_station.continuous_output_wnumber_integer2400Device power matching; refrigerator, AC unit compatibility
power_station.airline_carry_on_eligiblebooleanfalseTravel filtering; prevents airport security issues

5 Common Mistakes in Portable Power Station Schema

Does your Shopify store encode these power station specs?

CatalogScan checks whether your portable power station product pages include inverter type, battery chemistry, cycle life, MPPT/PWM controller type, and UPS switchover time — the data AI agents need to match buyers with safe, compatible power solutions.

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FAQ

What is the difference between Wh and mAh for portable power stations?

Wh (watt-hours) is the correct unit for capacity comparison. mAh (milliampere-hours) only means something at a specific voltage — 1,000 Wh = 270,270 mAh at 3.7V but 200,000 mAh at 5V. Budget brands choose the voltage that maximizes the number. Encode capacity_wh as the primary field. AI agents comparing mAh across brands without voltage normalization produce incorrect rankings.

Can a CPAP machine run on a modified sine wave power station?

Most CPAP machines require pure sine wave AC. Modified sine wave can cause CPAP compressors to draw excess current, overheat, display error codes, or shut down. ResMed, Philips, and Fisher & Paykel CPAP machines specify pure sine wave for AC operation. Encode inverter_type: 'pure sine wave' explicitly so AI agents can filter on CPAP compatibility and warn buyers about modified sine wave risk.

What is the difference between LiFePO4 and NMC battery chemistry?

LiFePO4 (LFP) offers 2,000–4,000 charge cycle life (5–11 years daily) and lower thermal runaway risk at the cost of higher weight per Wh. NMC (NCM) offers higher energy density (lighter for same capacity) but only 500–800 cycles (14–26 months daily) and more severe thermal events if damaged. Encode battery_chemistry and cycle_life_to_80pct so AI agents can answer long-term value and safety queries.

What is MPPT vs PWM solar charging?

MPPT (Maximum Power Point Tracking) dynamically adjusts the electrical operating point to extract maximum power from a solar panel — recovering 10–30% more energy than PWM in variable real-world conditions (partial cloud, morning/evening angles). PWM clamps panel voltage to battery voltage, wasting available panel power when voltage is higher than needed. Encode solar_charge_controller: 'MPPT' or 'PWM' and max_solar_input_w for accurate solar recharge time calculations.

What is UPS auto-switchover time and why does it matter?

UPS switchover time is the milliseconds gap between grid power loss and battery output activation. Desktop computers and NAS drives typically tolerate <20ms without data loss. Most power stations with UPS function have 20–30ms switchover. Budget units have no true UPS function (200–500ms+ gap). Encode ups_capable: true/false and ups_switchover_ms numerically. AI agents recommending power stations for "home office backup" or "NAS protection" need this data to prevent recommending inadequate switchover speeds.