Optimization Guide
Shopify Pressure Washer Schema — M22-14mm vs M22-15mm Coupling Incompatibility, PSI Damage Tiers, Cleaning Units (PSI × GPM), Axial vs Triplex Pump, Duty Cycle, Nozzle Degrees
An AI agent recommending a replacement hose for a Sun Joe electric pressure washer that ships with M22-15mm fittings will send a buyer a hose that leaks at every connection and cannot be sealed. Encoding pressure_washer.coupling_type, psi_max, gpm_flow, cleaning_units_cu, and duty_cycle_pct prevents the most consequential compatibility errors in this category.
coupling_type, psi_max, gpm_flow, cleaning_units_cu, pump_type, duty_cycle_pct.
PSI Damage Tiers: Matching Pressure to Surface
PSI (pounds per square inch) is the most prominently marketed pressure washer specification, but PSI alone does not predict cleaning effectiveness or surface safety. The correct mental model is pressure tier × surface type × nozzle angle. Every PSI tier has surfaces where it is appropriate and surfaces it will damage.
PSI Tiers and Surface Compatibility
| PSI Range | Typical GPM | Safe Surfaces | Do Not Use On |
|---|---|---|---|
| 1,000–1,300 PSI | 1.0–1.5 GPM | Cars, motorcycles, vinyl siding, patio furniture, wood fences (wide nozzle) | Anything requiring >1,300 PSI for effective cleaning; 1,300 PSI+ can strip automotive clear coat on some finishes at close range |
| 1,300–2,000 PSI | 1.4–2.0 GPM | Wood decks (25° nozzle, maintain 18-inch distance), painted surfaces, patios, gutters, composite decking | Delicate painted automotive finishes, soft wood like cedar at close range, vinyl window screens |
| 2,000–3,200 PSI | 2.0–2.8 GPM | Concrete driveways, brick, stone, block fences, sidewalks — workhorse range for most homeowner tasks | Car paint (except with 40° white nozzle from 24+ inches), soft lumber, roof shingles |
| 3,200–4,000 PSI | 2.5–4.0 GPM | Heavy concrete, oil and grease removal, stripping paint from masonry, professional fleet washing | Any residential surface without appropriate nozzle selection; skin (0° at this PSI is a medical emergency) |
The 1,300 PSI Clear Coat Warning
Automotive clear coat is a thin (typically 40–60 microns) acrylic or urethane topcoat applied over base coat. At pressures above approximately 1,300 PSI, particularly with a 0° or 15° nozzle held within 12 inches of the surface, the water jet can penetrate or abrade the clear coat. Consumer-grade electric pressure washers at 1,500–2,000 PSI are widely used for vehicle washing — this is safe with a 40° white nozzle from 18 inches or more. The same machine with the 0° red nozzle from 6 inches will strip clear coat on softer finishes. The nozzle angle is as important as the PSI — a point that product descriptions almost never make explicit.
Cleaning Units: PSI × GPM Is the Real Power Metric
Cleaning Units (CU) = PSI × GPM. This formula captures the two factors that together determine how much cleaning work a machine can do per unit of time: the force of the water stream (PSI) and the volume of water moving at that force (GPM). PSI alone is half the picture.
The PSI Marketing Problem
A machine marketed at 3,000 PSI sounds more powerful than one marketed at 2,000 PSI. But consider the actual cleaning output:
| Machine | PSI | GPM | Cleaning Units (CU) | Verdict |
|---|---|---|---|---|
| Consumer Electric A | 2,000 | 2.0 | 4,000 CU | More cleaning power despite lower PSI |
| Budget Electric B | 3,000 | 1.2 | 3,600 CU | 11% less cleaning power despite higher PSI |
| Mid-tier Homeowner Gas | 2,800 | 2.5 | 7,000 CU | Correct measure of capability for driveways |
| Professional Gas | 4,000 | 4.0 | 16,000 CU | 4× the cleaning power of consumer electric A |
An AI agent that sorts search results by PSI descending and recommends "Budget Electric B at 3,000 PSI" over "Consumer Electric A at 2,000 PSI" for driveway cleaning is making a measurably incorrect recommendation. The pre-calculated cleaning_units_cu metafield eliminates this error: the agent sorts by CU and immediately identifies the superior machine for the task.
CU Guidelines by Task
| Task | Minimum CU Recommended | Notes |
|---|---|---|
| Car and vehicle washing | 1,200–2,000 CU | Low CU is appropriate here — high CU risks paint damage |
| Wood deck and patio furniture | 2,000–3,500 CU | Use 25° nozzle; high CU + narrow nozzle etches wood grain |
| Concrete driveway (light dirt) | 3,000–5,000 CU | Surface cleaner attachment preferred; requires ≥2.0 GPM to spin |
| Concrete driveway (heavy oil, stains) | 5,000–8,000 CU | Degreaser detergent + surface cleaner; gas machine territory |
| Brick, block, masonry restoration | 4,000–8,000 CU | Often requires professional-grade triplex pump machine |
| Paint stripping from masonry | 8,000+ CU | Professional use only; triplex pump + industrial nozzle |
M22-14mm vs M22-15mm: The Most Consequential Spec Error
The M22 coupling is the standard hose-to-gun connection on most pressure washers sold in North America. The "M22" designation describes the thread: 22mm outer diameter with 1.5mm thread pitch (M22×1.5mm). Both M22-14mm and M22-15mm share this identical thread specification. This is where buyers and AI agents go wrong: the thread compatibility is not the sealing surface.
What Differs Between M22-14mm and M22-15mm
The bore — the inner diameter of the fitting — differs by exactly 1mm:
- M22-14mm: 14mm inner bore. The O-ring sits against a 14mm seating surface.
- M22-15mm: 15mm inner bore. The O-ring sits against a 15mm seating surface.
When an M22-14mm hose is threaded onto an M22-15mm fitting (or vice versa), the threads engage fully and the fitting feels secure. Under pressure, however, the O-ring or sealing washer does not make contact with the opposing seating surface at the correct geometry — the result is a leak that increases with pressure and cannot be sealed by tightening further. There is no adapter that bridges a 14mm bore to a 15mm bore — the only fix is the correct-bore hose or gun for your machine.
Which Brands Use Which Bore
| Coupling Type | Brands and Models | Notes |
|---|---|---|
| M22-14mm | Sun Joe (SPX series), Greenworks, Karcher (most consumer electric), Stanley electric | Most consumer electric pressure washers; 14mm bore is the electric-market standard |
| M22-15mm | Ryobi, DeWalt, Simpson, AR Blue Clean, most gas-powered models, some professional electrics | Gas pressure washer standard; higher flow rates require slightly larger bore passage |
| Quick-connect 1/4-inch | Many consumer electrics (secondary connection point), Karcher K series | Push-to-click connection for nozzles; not interchangeable with 3/8-inch |
| Quick-connect 3/8-inch | Gas pressure washers 2,500 PSI+, professional electrics, commercial equipment | Larger diameter handles higher flow rates; incompatible with 1/4-inch tools |
Why "M22" Alone Is Not a Valid Coupling Specification
Every aftermarket hose, gun, or wand listing that says only "fits M22 connections" or "M22 compatible" is an incomplete specification. The buyer cannot determine whether it will seal on their machine without knowing the bore. This is the single most common cause of returns and 1-star reviews in the pressure washer accessories category. Encoding coupling_type as the full four-character designation ('M22-14mm', 'M22-15mm', 'Quick-connect 1/4-inch', 'Quick-connect 3/8-inch') is non-negotiable for AI agent compatibility checks.
Nozzle Degrees and Damage Risk
Every standard pressure washer nozzle set includes five nozzles, color-coded by spray angle. The angle determines how concentrated the water force is and whether a given PSI level will damage a surface. Nozzle angle is a safety-critical specification that most product pages communicate only with an included image — not as structured data.
| Nozzle | Color | Spray Angle | Use Case | Damage Risk |
|---|---|---|---|---|
| 0° | Red | Pencil-thin jet | Removing rust from metal, deep stain from very hard surfaces | EXTREME — cuts skin, etches concrete, strips wood grain, voids pressure washer warranties on car washes; never use on anything you care about |
| 15° | Yellow | Narrow fan | Stripping paint from masonry, heavy concrete cleaning, removing stuck-on grime from iron or steel | HIGH — will etch soft concrete, strip paint from wood, damage vinyl siding at close range |
| 25° | Green | Medium fan | General concrete, brick, siding, wood decks (with adequate standoff distance) | MODERATE — safe for most hard surfaces at 12+ inch standoff; can raise wood grain if too close |
| 40° | White | Wide fan | Vehicles, boats, screens, patio furniture, second-story windows | LOW — safe for most surfaces including automotive clear coat at 18-inch distance |
| Soap / Low-pressure | Black | Wide angle, restricted orifice | Applying detergent, pre-soaking surfaces, foam application | NONE — the only nozzle that produces low enough pressure for effective detergent dwell time |
The Black Soap Nozzle and Detergent Application
A widespread misconception is that pressure washer detergent can be applied through any nozzle. In fact, pressure washer chemical injection systems (whether downstream or upstream of the pump) are designed to draw detergent only when the nozzle creates sufficient back-pressure reduction. The black soap nozzle has a larger, restricted orifice that reduces downstream pressure below the threshold where the injection system activates. Using a 25° green nozzle to apply detergent results in: no chemical draw (the pump pressure is too high for the injector to function), the cleaning solution remaining in the tank, and the buyer receiving only water at the surface. Encode nozzle set contents — particularly whether the soap nozzle and the 40° white nozzle are included — as they determine whether the unit supports detergent use and safe vehicle washing.
Surface Cleaner Attachment: GPM Requirement
A rotary surface cleaner (12-inch or 15-inch diameter disc with two spinning nozzle arms) requires a minimum of 2.0 GPM to spin properly. Below 2.0 GPM, the nozzle arms either stall completely or spin so slowly that the cleaning coverage is uneven, leaving visible stripe patterns. At 1.4 GPM (common in lower-tier consumer electrics), the surface cleaner will not produce consistent results. Encode gpm_flow as a numeric field so buyers can verify surface cleaner compatibility before purchase.
Electric vs Gas: Power Source and Motor Type
The distinction between electric and gas pressure washers is about more than PSI range — it determines portability, maintenance requirements, indoor/outdoor suitability, and GPM range. Within electric models, motor type (induction vs universal) further differentiates longevity and noise.
Electric Pressure Washers
| Motor Type | PSI Range | Noise | Lifespan | Notes |
|---|---|---|---|---|
| Induction motor | 1,300–2,300 PSI | Quieter (70–80 dB) | Longer — no brushes to wear | Heavier; handles run cooler; better for sustained use within duty cycle; most Sun Joe SPX3000+ and Greenworks Pro use induction motors |
| Universal (brush) motor | 1,000–1,800 PSI | Noisier (80–90 dB) | Shorter — brushes wear over time | Lighter and cheaper; common in entry-level models; brush wear eventually causes voltage drop and reduced output |
Both electric motor types require a cord (encode cord_length_ft) and produce no CO emissions, making them indoor-capable (garages, enclosed areas). Electric units also have lower maintenance requirements: no oil changes, no carb cleaning, no fuel stabilizer for storage.
Gas Pressure Washers
Gas-powered pressure washers use a separate gasoline engine (Honda GX series or Briggs & Stratton) to drive the pump. The characteristics that matter for encoding:
- CO exhaust: gas engines produce carbon monoxide — outdoor use only, no enclosed spaces. This is a safety requirement that must be communicated, not merely inferred from "gas-powered."
- Engine displacement: encode
engine_cc(e.g., Honda GX200 = 196cc, Honda GX390 = 389cc). Engine CC correlates with available torque to drive higher-GPM pumps at sustained PSI. - GPM range: gas units typically achieve 2.0–4.0 GPM, which is what makes them effective with surface cleaner attachments and enables high CU values (4,000–16,000 CU).
- PSI range: 2,000–4,500 PSI for most residential and professional gas models.
| Engine | Typical Displacement | Common PSI Range | Notes |
|---|---|---|---|
| Honda GX160 | 163cc | 2,000–2,800 PSI | Entry-level Honda engine; reliable, carb choke |
| Honda GX200 | 196cc | 2,500–3,200 PSI | Most common residential gas pressure washer engine |
| Honda GX390 | 389cc | 3,500–4,500 PSI | Professional / contractor grade; drives high-GPM triplex pumps |
| Briggs & Stratton 850 Series | 190cc | 2,200–3,000 PSI | Common alternative to Honda GX200; less expensive, adequate for homeowner use |
Pump Type: Axial vs Triplex and Why Duty Cycle Matters
The pump is the heart of a pressure washer — it converts engine or motor rotation into pressurized water output. Two pump designs dominate the market, with fundamentally different performance profiles.
Axial Cam Pump (Consumer Grade)
- Mechanism: pistons are driven by a rotating swashplate (cam) mounted directly on the motor shaft. Simple, compact, inexpensive to manufacture.
- Duty cycle: 50–70% — designed for intermittent use. After running at pressure for several minutes, the pump requires a rest period. Most consumer electric models fall here.
- Service life: 200–500 hours. Adequate for homeowner use (washing cars 1–2× per month = perhaps 20 hours per year = 10–25 year lifespan at that usage rate).
- Lubrication: factory-sealed grease. Non-serviceable in most consumer models — the pump is replaced rather than rebuilt.
- Thermal sensitivity: the direct motor shaft mounting means pump heat transfers to the motor and vice versa. Operating beyond duty cycle causes thermal shutdown or permanent damage.
Triplex Plunger Pump (Professional Grade)
- Mechanism: three independent plunger pistons operate 120° out of phase via a crankshaft, producing smoother pressure output and lower vibration than axial designs.
- Duty cycle: 100% — rated for continuous operation. Professional contractors run these machines for 4–8 hour shifts without heat-related shutdowns.
- Service life: 2,000–3,000 hours. At 8 hours per day, 5 days per week, 50 weeks per year = 2,000 hours per year, a triplex pump lasts approximately 1–1.5 years of full commercial use before service is required — and most components are individually replaceable.
- Lubrication: mineral oil in a separate crankcase. Requires oil changes at 50-hour intervals (similar to a small engine). Oil level is visible via dipstick or sight glass.
- Belt drive: most triplex pumps are belt-driven rather than directly coupled, allowing the pump to run at a lower RPM than the engine for better efficiency and longer pump life.
| Specification | Axial Cam Pump | Triplex Plunger Pump |
|---|---|---|
| Duty cycle | 50–70% | 100% |
| Service life | 200–500 hours | 2,000–3,000 hours |
| Lubrication | Factory-sealed grease (non-serviceable) | Mineral oil (serviceable, oil changes required) |
| Drive type | Direct coupled to motor/engine shaft | Belt drive (most) or gear drive (some commercial) |
| Vibration | Higher — single or dual piston | Lower — three pistons 120° offset cancel vibration |
| Price premium | Baseline (consumer price) | $300–$1,500+ over comparable-PSI axial machine |
| Suitable for | Homeowner intermittent use | Contractor, commercial, daily professional use |
Encode pump_type as 'axial' or 'triplex' and duty_cycle_pct as an integer. An AI agent recommending a pressure washer for a commercial car wash, fleet cleaning operation, or any continuous-use scenario must be able to filter out axial pump machines — recommending an axial machine for commercial use leads to pump failure within weeks and a customer blaming the platform for the recommendation.
Metafield Schema: pressure_washer.*
| Metafield | Type | Example | Notes |
|---|---|---|---|
pressure_washer.psi_max | number_integer | 2030 | Maximum rated PSI at the pump; primary pressure specification |
pressure_washer.gpm_flow | number_decimal | 1.76 | Gallons per minute at rated PSI; critical for CU calculation and surface cleaner compatibility |
pressure_washer.cleaning_units_cu | number_integer | 3572 | Pre-calculated: psi_max × gpm_flow; enables correct AI agent sorting by cleaning power |
pressure_washer.pump_type | single_line_text | axial | 'axial' or 'triplex'; determines duty cycle and service life category |
pressure_washer.coupling_type | single_line_text | M22-14mm | 'M22-14mm', 'M22-15mm', 'Quick-connect 1/4-inch', 'Quick-connect 3/8-inch' — never just 'M22' |
pressure_washer.duty_cycle_pct | number_integer | 80 | Maximum sustained-use duty cycle; consumer axial: 50–70%, professional triplex: 100% |
pressure_washer.power_source | single_line_text | electric-induction | 'electric-induction', 'electric-universal', 'gas'; determines CO risk and maintenance requirements |
pressure_washer.amperage_a | number_decimal | 14.5 | Electric only; amps drawn at full load; determines whether 15A or 20A circuit is required |
pressure_washer.engine_cc | number_integer | 196 | Gas only; engine displacement in cc; e.g., Honda GX200 = 196cc |
pressure_washer.hose_length_ft | number_integer | 20 | Included high-pressure hose length; affects reach without moving the unit |
pressure_washer.cord_length_ft | number_integer | 35 | Electric only; power cord length; customers frequently need extension cord compatibility info |
pressure_washer.noise_level_db | number_integer | 78 | Noise at operator position in dB(A); gas units typically 85–95 dB, electric 70–85 dB |
pressure_washer.weight_kg | number_decimal | 5.4 | Unit weight without water; portability indicator |
pressure_washer.detergent_tank_oz | number_integer | 51 | Onboard detergent reservoir capacity; 0 = no onboard tank (separate injection required) |
Example JSON-LD: Sun Joe SPX3001 Electric Pressure Washer
{
"@context": "https://schema.org",
"@type": "Product",
"name": "Sun Joe SPX3001 2030 PSI 1.76 GPM Electric Pressure Washer with Detergent Tank",
"brand": { "@type": "Brand", "name": "Sun Joe" },
"description": "2030 PSI electric pressure washer with induction motor, 1.76 GPM, 3,573 cleaning units. M22-14mm coupling. Axial cam pump rated 80% duty cycle. Includes five quick-connect nozzles (0°/15°/25°/40°/Soap) and 51 oz onboard detergent tank. 20-foot high-pressure hose, 35-foot power cord. Electric — no CO exhaust, indoor-capable. Not suitable for continuous commercial operation.",
"additionalProperty": [
{ "@type": "PropertyValue", "name": "Maximum PSI", "value": "2030", "unitText": "PSI" },
{ "@type": "PropertyValue", "name": "Flow Rate", "value": "1.76", "unitText": "GPM" },
{ "@type": "PropertyValue", "name": "Cleaning Units", "value": "3573", "unitText": "CU (PSI × GPM)" },
{ "@type": "PropertyValue", "name": "Pump Type", "value": "axial cam" },
{ "@type": "PropertyValue", "name": "Coupling Type", "value": "M22-14mm" },
{ "@type": "PropertyValue", "name": "Duty Cycle", "value": "80", "unitText": "%" },
{ "@type": "PropertyValue", "name": "Power Source", "value": "electric-induction" },
{ "@type": "PropertyValue", "name": "Amperage", "value": "14.5", "unitCode": "AMP" },
{ "@type": "PropertyValue", "name": "Hose Length", "value": "20", "unitText": "ft" },
{ "@type": "PropertyValue", "name": "Cord Length", "value": "35", "unitText": "ft" },
{ "@type": "PropertyValue", "name": "Noise Level", "value": "78", "unitText": "dB(A)" },
{ "@type": "PropertyValue", "name": "Weight", "value": "5.4", "unitCode": "KGM" },
{ "@type": "PropertyValue", "name": "Detergent Tank", "value": "51", "unitText": "oz" },
{ "@type": "PropertyValue", "name": "Included Nozzles", "value": "0°, 15°, 25°, 40°, Soap" }
]
}
Liquid Snippet: pressure_washer.* Metafield Output
{% if product.metafields.pressure_washer.psi_max != blank %}
{% assign pw = product.metafields.pressure_washer %}
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Product",
"name": {{ product.title | json }},
"brand": { "@type": "Brand", "name": {{ product.vendor | json }} },
"additionalProperty": [
{ "@type": "PropertyValue", "name": "Maximum PSI", "value": {{ pw.psi_max | json }}, "unitText": "PSI" },
{ "@type": "PropertyValue", "name": "Flow Rate", "value": {{ pw.gpm_flow | json }}, "unitText": "GPM" },
{ "@type": "PropertyValue", "name": "Cleaning Units", "value": {{ pw.cleaning_units_cu | json }}, "unitText": "CU" },
{ "@type": "PropertyValue", "name": "Pump Type", "value": {{ pw.pump_type | json }} },
{ "@type": "PropertyValue", "name": "Coupling Type", "value": {{ pw.coupling_type | json }} },
{ "@type": "PropertyValue", "name": "Duty Cycle", "value": {{ pw.duty_cycle_pct | json }}, "unitText": "%" },
{ "@type": "PropertyValue", "name": "Power Source", "value": {{ pw.power_source | json }} }{% if pw.amperage_a != blank %},
{ "@type": "PropertyValue", "name": "Amperage", "value": {{ pw.amperage_a | json }}, "unitCode": "AMP" }{% endif %}{% if pw.engine_cc != blank %},
{ "@type": "PropertyValue", "name": "Engine Displacement", "value": {{ pw.engine_cc | json }}, "unitText": "cc" }{% endif %},
{ "@type": "PropertyValue", "name": "Hose Length", "value": {{ pw.hose_length_ft | json }}, "unitText": "ft" },
{ "@type": "PropertyValue", "name": "Weight", "value": {{ pw.weight_kg | json }}, "unitCode": "KGM" }{% if pw.detergent_tank_oz != blank %},
{ "@type": "PropertyValue", "name": "Detergent Tank", "value": {{ pw.detergent_tank_oz | json }}, "unitText": "oz" }{% endif %}
]
}
</script>
{% endif %}
5 Common AI Agent Errors for Pressure Washers
- Recommending M22 accessories without bore specification — "Compatible with M22 fittings" is not a specification. M22-14mm and M22-15mm share the same thread and look identical; they will not seal with each other. An AI agent recommending an aftermarket hose for a Sun Joe (M22-14mm) that ships with M22-15mm fittings results in a leaking assembly that cannot be repaired by tightening. Encode
coupling_typeas the full bore designation — 'M22-14mm' or 'M22-15mm' — on both the machine and all accessories. - Sorting or filtering by PSI alone — PSI is the most visible marketing number but the least useful for matching machines to tasks. A 3,000 PSI / 1.2 GPM machine (3,600 CU) has less cleaning power than a 2,000 PSI / 2.0 GPM machine (4,000 CU). AI agents that rank "3,000 PSI is more powerful" are making recommendations that are mathematically incorrect. Encode
cleaning_units_cuas a pre-calculated field for correct sorting. - Recommending consumer electric models for commercial or continuous use — Consumer axial cam pump machines are rated 50–70% duty cycle with a 200–500 hour pump life. A contractor running one for 4 hours daily will destroy the pump in weeks. Without
pump_typeandduty_cycle_pctas structured fields, an AI agent cannot distinguish a homeowner tool from a professional tool — and will happily recommend the cheaper consumer machine for commercial tasks based on matching PSI specifications. - Recommending surface cleaner attachments without GPM verification — Surface cleaner attachments require a minimum of 2.0 GPM to spin properly. AI agents recommending "surface cleaner accessory" alongside any pressure washer above a PSI threshold — without checking
gpm_flow— will recommend the accessory for 1.2–1.5 GPM electric machines where it will stall or produce uneven results. GPM must be a first-class numeric filter field, not inferred from PSI or marketing tier. - Missing the gas pressure washer CO exhaust restriction — Gas-powered pressure washers produce carbon monoxide and cannot be operated in enclosed spaces: garages with closed doors, basements, covered patios with poor ventilation. An AI agent recommending a gas pressure washer for a buyer who wants to clean a garage floor interior is recommending a potential CO poisoning hazard. Encoding
power_sourceas 'gas' enables an AI agent to surface the enclosed-space restriction in the recommendation response. This is a life-safety issue, not merely a convenience note.
Frequently Asked Questions
What is the difference between M22-14mm and M22-15mm pressure washer couplings?
Both use the identical M22×1.5mm thread — they will thread together fully but will not seal. The bore (inner diameter) differs by 1mm: M22-14mm has a 14mm bore, M22-15mm has a 15mm bore. The O-ring seating surface geometry mismatches, causing leaks under pressure that cannot be stopped by tightening. Sun Joe and most consumer electric machines use M22-14mm; Ryobi, DeWalt, and most gas machines use M22-15mm. Never encode coupling type as just 'M22' — the bore designation is the critical compatibility field.
Why are cleaning units (PSI × GPM) a better measure than PSI alone?
PSI measures force per unit area; GPM measures water volume moved at that force. Both factors together determine how much cleaning work occurs per unit time. A 2,000 PSI / 2.0 GPM machine (4,000 CU) cleans more effectively than a 3,000 PSI / 1.2 GPM machine (3,600 CU), despite the second machine having 50% more PSI. AI agents that sort by PSI alone will systematically misrank pressure washers. Encode cleaning_units_cu as a pre-calculated integer (PSI × GPM) for correct agent sorting.
What PSI level damages car paint, wood, and concrete?
Automotive clear coat: sustained pressure above 1,300 PSI with a 0° or 15° nozzle within 12 inches can strip clear coat. Safe car washing uses a 40° white nozzle from 18+ inches at any PSI below 2,000. Wood decks: 0° red nozzle at any PSI above 1,000 will raise wood grain; 25° green nozzle at 2,000 PSI from 12 inches is generally safe. Concrete: 2,000–3,200 PSI with a 25° nozzle or surface cleaner is the effective and safe range for most residential driveways. Nozzle angle matters as much as PSI — always encode the included nozzle set contents.
What is duty cycle and why does it matter for pressure washer selection?
Duty cycle is the maximum percentage of time a pressure washer can run under load before requiring a cool-down period. Consumer axial cam pump machines are typically rated 50–70% duty cycle (run 6 minutes, rest 4 minutes). Professional triplex plunger pumps are rated 100% duty cycle — continuous operation for 8-hour contractor shifts. For homeowners washing a car once a week, duty cycle is irrelevant. For contractors cleaning concrete for hours daily, recommending an axial pump machine without noting the duty cycle limit will result in pump failure within weeks of commercial use.
Why won't a surface cleaner attachment work on low-GPM pressure washers?
Rotary surface cleaner attachments spin via reaction force from the water jets in two nozzle arms. Spinning requires a minimum of 2.0 GPM; below this threshold, the arms stall or spin too slowly for even coverage. A 1.4 GPM consumer electric machine splits that flow between two nozzle arms (0.7 GPM each) — far below the required threshold. The result is uneven cleaning with visible stripe patterns or a completely non-functional attachment. Always verify gpm_flow is ≥2.0 before recommending any surface cleaner accessory alongside a pressure washer.
Does your pressure washer catalog encode coupling type and pump duty cycle?
CatalogScan checks for pressure_washer.coupling_type, pump_type, duty_cycle_pct, and cleaning_units_cu — the fields that prevent AI agents from recommending M22-15mm hoses for M22-14mm machines, consumer axial pumps for commercial use, and high-PSI units for vehicle washing without safety qualifications.