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Robot Autonomy, Classified
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ROBOVATIONS/CLASSIFICATION RECORD/ROBOT POOL CLEANERSRELEASED 2023.05REASSESSED 2026.06.11
Aiper

Aiper Seagull SE

Budget entry point into cordless pool cleaning. Floor-only design avoids the cost of wall-climbing mechanisms and multi-plane coverage. Trade-off is obvious: walls accumulate algae without a wall-climbing cleaner. Bump-sensor obstacle detection is reliable for open floor spaces but creates irregular coverage patterns.

Aiper Seagull SE
FIT CHECK

Will the Aiper Seagull SE work in your pool?

Describe your pool using the controls. Each choice reads the spec sheet for you, flagging where the Aiper Seagull SE is built for your space and where it isn’t.

Pool type

Pool size

Debris load

Coverage you want

A classification of fit for the conditions you set — not a recommendation. Verdicts describe engineering design intent, not test results.

SPECIFICATION

The full spec sheet.

Priced below the category median, with every figure charted against the category below.

15.7 in diaTOP7.1 inSIDEDimensional drawing
Key specificationsManufacturer-published
Footprint
15.7 in dia · 7.1 in tall
Weight
7.9 lbs
Battery
73 Wh · Li-ion
Mapping & navigation

Ultrasonic proximity detection with reactive obstacle avoidance; no spatial mapping or learning.

Where it lands · ranked across 61 robot pool cleanersThis robotMedianTypical range
Runtime90min
90 min1,200 min
Bottom of range
Price$299
$290$4,250
Bottom of range
Noise68dB
52 dB82 dB
Near median
Charge time180min
75 min600 min
Near median
Weight7.9lbs
7.9 lbs34.5 lbs
Bottom of range

Position shows where the figure sits across the tracked category — not a quality judgment.

OWNERSHIP

Living with it.

Simple ultrasonic design with minimal electronics; mechanical durability is high. No smart-control points of failure.

Owner reports describe consistent reliability over 12+ months. No firmware issues (device is not smart-connected). Ultrasonic sensor reliability high; no documented sensor failure in first 12 months. Battery degradation is the primary wear pattern (~15% capacity loss after 12 months in normal-use scenarios).

Owner effort~1.5 hrshands-on per month
ConsumablesNonereplaceable parts / yr
Reliability trend Stableowner-reported arc
What goes wrong · 3 documented · 0 self-recover
Occasional
Ultrasonic sensor blind spotsIncomplete floor coverage if obstacles create ultrasonic shadows; some sections missed.
Owner fixRemove pool toys and obstacles before running; manual pre-cleaning of floor improves coverage.
Occasional
Battery capacity degradationRuntime shrinks from 90 min to 70–80 min after 12 months; coverage incomplete in larger pools.
Owner fixBattery replacement (~$120–150); contact factory service or authorized dealer.
Occasional
Remote control battery depletionRemote does not trigger; manual button on dock still available.
Owner fixReplace remote battery (standard AA, ~$1); manual dock button remains functional.
Upkeep routine
Weekly52×/yr
Empty debris basket; rinse filter if debris-heavy session.
Monthly12×/yr
Clean filter cartridge; inspect ultrasonic sensor for mineral deposits.
Seasonal4×/yr
Descale ultrasonic sensor in hard-water areas; inspect brushes for wear. · Deep-clean chassis and dock; verify remote control battery.
As neededno fixed schedule
Replace remote control battery (standard AA); manual start button provides fallback if remote depletes.
Cost over time · past the sticker

$299 to buy, with no regularly replaced parts. The purchase price is effectively the full cost of ownership.

Safety notes

NoteCordless design, minimal electrical hazard: Cordless operation reduces electrical risk; ensure dock charging contacts remain dry and clear of water splash.

RECORD

How the assessment has moved.

Every announcement, release and reassessment behind the current classification.

Coming soon
Just launched
Active updates
Settled
Discontinued
  1. Jan 2024 · Assessment changeOwner reports document ultrasonic navigation coverage gaps after first season
  2. Oct 2024 · NewsSeagull SE price drops below $300 during seasonal promotions establishing new floor
  3. Jul 2026 · AssessmentRobovations Score recorded at 70 of 100
  4. Jul 2026 · AssessmentRobovations Score revised 70 → 69
Editorial comparisons

How Aiper Seagull SE compares.

All comparisons →
Maytronics Dolphin Escape
Aiper Scuba S1
Aiper Seagull SE
Comparison

Entry-level pool robots under $600: floor-clean job versus budget ceiling

Maytronics Dolphin Escape · Aiper Scuba S1 · Aiper Seagull SE
Read comparison
Aiper Seagull SE
Maytronics Dolphin E10
Maytronics Dolphin Quantum
Maytronics Dolphin Liberty 600
Goal-based

Floor-only vs floor-and-waterline pool robots: which surfaces do they actually reach?

Aiper Seagull SE + 3 more
Read comparison
Common questions

What people actually ask.

6 answered
OperationDoes the Aiper Seagull SE clean walls or just the floor?
Floor only. The robot does not climb walls or reach the waterline. Owner reports describe consistent floor coverage but walls accumulate algae over time and require manual brushing (20–30 min per week for light algae).
ComparisonHow does ultrasonic navigation compare to visual mapping on other cordless cleaners?
Ultrasonic detects obstacles (walls, ladders, large debris) but does not build a spatial map. Coverage pattern is less optimized than camera-vision systems; some floor areas may be missed if obstacles create ultrasonic ‘shadows.’ Owner reports indicate 85–90% floor coverage on open pools.
CompatibilityCan I use the Seagull SE without a mobile app?
Yes. The Seagull SE has no mobile app. Manual start button on the dock or via simple IR remote (included) triggers a single autonomous cleaning session. Scheduling requires daily button presses.
OperationWhat is the battery runtime, and will it cover my pool?
90 minutes per charge; manufacturer rates the Seagull SE for 8,000–15,000 gallon pools. A 12,000-gallon pool typically requires 80–90 minutes for floor coverage. Pools over 15,000 gallons may not achieve full coverage in one cycle.
OwnershipIs the battery replaceable, and how much does it cost?
Battery replacement is available through Aiper (~$120–150). Replacement requires factory service or advanced DIY comfort. No user-field battery swap documented. Warranty covers battery issues in the first 12 months.
OperationDoes the Seagull SE work in pools with algae or cloudy water?
Ultrasonic navigation works in algae or cloudy water (light-independent). Cleaning efficacy depends on debris load, not water clarity. Owner reports confirm operation in green or cloudy pools, though pre-treatment (chlorine adjustment) is recommended for heavy algae.

Analysis

Aiper Seagull SE in the analysis archive.

More in this category

Other robot pool cleaners we have classified.

Polaris 9450 SportII
Robot Pool Cleaners

Polaris 9450 Sport

In-ground pools to 50 ft, offline timer schedule, waterline scrub
Verified$999
72/100Capable
Maytronics Dolphin E10II
Robot Pool Cleaners

Maytronics Dolphin E10

Above-ground pools 5K-12K gallons, small in-ground, floor-only coverage, manual scheduling.
Verified$549
69/100Capable
Maytronics Dolphin Nautilus CC PlusII
Robot Pool Cleaners

Maytronics Dolphin Nautilus CC Plus

In-ground pools 12,000–25,000 gallons, fine debris, owner-managed cord.
Discontinued$899
71/100Capable
Hayward TigerShark QCII
Robot Pool Cleaners

Hayward TigerShark QC

Small to medium in-ground pools with consistent pump schedules and light to moderate debris.
Verified$1,489
67/100Capable
Availability

Where it's sold

We may earn commission from qualifying purchases. This does not influence classification.

Amazon See current listings
Cite / Embed

Reference the Aiper Seagull SE classification.

Embed the Autonomy Ladder™ mark or copy the citation. The mark links back to this assessment and updates if the classification changes.

RobovationsAutonomy Ladder™Level IIAssisted AutonomyIndependent classification
Citation
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By RobovationsUpdated: Jun 22, 2026
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