Aiper Seagull SEIIAssistedCompare

Released 2023.05Reassessed 2026.05.11Compare

Aiper Seagull SE

Name: Aiper Seagull SE
Brand: Aiper

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.

List price

$299

Released 2023.05Reassessed 2026.05.11

Autonomy Ladder

Why Level II.

One five-rung scale, every category, from acting only on command to working unsupervised anywhere.

VGeneralized AutonomyAny task, any setting. No consumer robot has reached it.
IVEnvironmental AutonomyCopes with everyday clutter and frees itself, shown by independent testing.
IIIConditional AutonomyFinishes whole jobs in familiar spaces; struggles at the edges.
To reach Level IIIMost sessions finish without intervention. Rescue is occasional, not routine.
IIAssisted AutonomyThis robot

Aiper Seagull SE runs preset routines on its own, and the owner is its recovery system.

Navigation and control

Not documented by the manufacturer. Observed behavior is reactive obstacle steering with self-parking at the pool wall on low battery; no spatial mapping.
Why this level
- Aiper does not document how the Seagull SE senses its surroundings, and reviewers describe only that it steers around obstacles rather than following a planned route.
- The cleaner does not learn pool geometry or optimize subsequent passes.
- Smart Self-Parking brings it to the pool wall when the battery runs low, so retrieval does not mean fishing it off the floor, but the operator still starts every session with a button press on the unit.
Autonomy dimension 44 / 100 · 1 independent source reviewed, 3 from the maker
IManual AutomationOne action on command; no independent operation.

How we assign a level →

Behind the classification

Sources on file.

Pending1 independent source reviewed, 3 from the maker

Fewer than two independent sources reviewed. Evidence is still being collected. The word says how much we read. It is not a grade.

Independent sources reviewed1

Monitoring record1 source

Sources behind the tracker entries following this robot.

PCWorldPCWorld

From the maker, reviewed3

Specification sources2 sources

Pages the published specifications were read from.

Monitoring record1 source

Sources behind the tracker entries following this robot.

PR Newswire (Aiper press release)PR Newswire (Aiper press release)

On file, not yet reviewedNot counted

Firmware release notes1 source

Aiper publishes firmware releases and software notes through its support portal; reviewed on an ongoing basis.

Aiper support centeraiper.com

Also monitored, nothing listed yet

Manufacturer documentation

Aiper Seagull SE specification sheet, ultrasonic navigation documentation, battery and runtime specifications, manual and remote operation guides, plus the Aiper support center's product documentation and warranty information. The cleaner has no connectivity or app, so no firmware channel exists for this model.

Owner reports

Amazon reviews and pool-owner forums covering floor coverage consistency, ultrasonic obstacle avoidance, battery performance, and durability after 6–12 months of use.

Press & video reviews

Budget pool-cleaner category reviews (2023–2024) comparing Seagull SE price-to-feature ratio against corded and larger cordless competitors.

How we evaluate evidence →

Human Readiness

Ready Now.

One question: what does buying this robot today walk you into? The state is computed from the record, and recomputed daily.

Ready NowThis robot

Aiper Seagull SE is on sale, assessed, and nothing on its record argues for waiting.
How this was derived
- Shipping past the first-90-day ownership window with a published assessment, no documented issues on record, and no announced successor.
Notes on the record
- Shipping since May 2023 with retail availability through major pool retailers and online channels.
- No app and no remote control: a single button on the unit starts one cleaning session, and the machine parks itself at the pool wall when the battery runs low so it can be lifted straight out.
- Setup is a charge and a button press.
- Owner reports indicate straightforward operation suitable for basic floor cleaning without smart-home integration.
On the record
- Shipping since May 2023 · 42 months on the market
- Retail listings on file: Amazon
- No current new-stock listing confirmed
- No successor announced
- 1 independent source reviewed, 3 from the maker
What would move it
A documented problem, an announced successor, or a withdrawn listing moves it out; the rating recomputes daily.
New to MarketOn sale under 90 days; the ownership record is still forming.
WaitA successor is announced and has not shipped; re-read the decision when it arrives.
Known IssuesDocumented problems stand on the record; read the case before buying.

How we assess readiness →

Robovations Score

How this number was reached

39of 100

DeficientAt or above 0.7% of the 456 robots we scoreand 5% of the 65 scored robot pool cleaners

DeficientLimitedCapableStrongExemplary

What moved itpoints gained or lost against a typical robot

Held back by

Task completion40−5.1
Coverage and navigation22−5.0
Software stability33−4.5

Capability40% of the score31What it does without you.

Task completion16% of the score40

Evidence

PoolPad's tester found it 'left behind a ton of leaves and debris after a few cleaning cycles' and, over three months, that thin filtration meant 'it kept leaving debris behind that I ended up netting out by hand'; RoboticReviews' own pool test says it 'left sand, leaves, and dirt often in our testing.' It does collect debris, since The Gadgeteer emptied it three times inside one 90 minute run, but the owner starts it, fishes it out with a hook and recharges it every cycle, so a human routinely finishes the job.

Coverage and navigation10% of the score22

Evidence

Poolbots' tester found 'the cleaner's movement pattern was erratic at best, moving randomly across the pool with no apparent logic. As a result, certain areas were cleaned multiple times while others were completely missed,' and The Pool Nerd reports it 'still has no navigation system, and simply bumped around my pool at random.' With the walls, waterline and any sloped floor structurally out of reach, completion depends on run time rather than on any coverage logic.

Edge-case recovery10% of the score22

Evidence

Poolbots reports it 'frequently got stuck on pool steps, drains, or even small wrinkles in the pool liner. This wasn't a sporadic occurrence; it happened nearly every time I used the unit,' with the tester 'on hand to rescue it constantly,' and PoolPad separately found it stuck in the deep end. The Gadgeteer adds that it 'does not know if its suction ports get clogged or if it's full,' so the failure is neither detected nor reported and the unit is simply found stalled.

Operating envelope4% of the score40

Evidence

The Gadgeteer, testing in a pool with a real slope, reports that 'the Seagull SE is designed for flat-bottomed pools,' that one section of his slope defeated it, and that its low clearance means 'it can get stuck on larger debris' unless the pool is skimmed first. PoolPad 'found that out the hard way, as it failed to climb with the slight incline from the pool's deep end,' so the machine needs a flat, pre-skimmed pool to perform as intended.

Dependability40% of the score37Whether it keeps doing it.

Field failure rate16% of the score46

Evidence

Three years since May 2023 with no recall on this SKU, but on Aiper's cordless charging architecture, which carries two CPSC recalls for overheating or fire: the Elite Pro GS100 in August 2023 and the Seagull Pro in March 2025, where the remedy for the first was a unit that became the second. That is recurrence of one defect class at platform level and it removes the remedied-prior-generation state. The record's own charging routine carries the trace: dry the contacts, use only the supplied charger, charge on a hard non-combustible surface, not unattended overnight. Owner evidence is 35-plus Amazon and forum reports on durability at 6 to 12 months, carried without links.

Software stability14% of the score33

Evidence

The no-update-channel anchor. The record states outright that the cleaner has no connectivity and no app, so no firmware channel exists for this model. Under rule 1 that is worth nothing rather than credit: there is no update that could break because there is no update.

Support longevity10% of the score28

Evidence

Aiper runs a support center with product documentation and warranty information for this model, which is a real published commitment and the reason this sits above the bottom of the line. Against it: no user-replaceable battery is documented, with no replacement price, no service procedure and no separate battery warranty term, and battery questions are referred back to Aiper support. On a $249 machine that makes the pack an end-of-life event rather than a repair.

Ownership burden20% of the score58What it asks of you.

Routine maintenance12% of the score65

Evidence

The lightest routine of any cordless unit here, and for real reasons: the basket is emptied weekly rather than after every cycle, the cartridge is hosed monthly, brushes, tracks and charging contacts are checked every 3 to 6 months, and the lift is 7.9 lb from the wall the machine parked itself against rather than off the floor. Deducted because every single run is a manual button press with no scheduling of any kind, the floor has to be cleared of toys first, and each charge carries its own drying and siting ritual.

Consumables8% of the score47

Evidence

The filter cartridge is rinsed and reused with no cartridge program and no subscription, and brushes and drive tracks are the wear items. Scored down rather than up because of proportion: on a machine listing at $299 and selling near $200, a battery Aiper does not document as user-replaceable and publishes no price for makes the whole cleaner the consumable, and any part that does exist is large against the purchase price.

middle half of the databaseits medianthis robot

Reported, not scoredneither measures how well the robot works

Five-year cost$450

the bottom of the robotic pool cleaner range at $299 list and $180 to $249 street, plus roughly $150 over five years in filter cartridges, brushes and tracks; no app and no subscription, but with no documented user-replaceable battery a pack failure inside five years means replacing the machine

Data postureLocal

Core function needs no account and no network.

What leaves the homeNot documented

Read the full methodology →

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

See every pool cleaner suited to these conditions

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

OWNERSHIP

Living with it.

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

Stableowner-reported arc

The record so far

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).

What goes wrongnot yet documented independently

The independent record is still forming. Failure modes are listed once an outside source reports them.

Upkeep routine

Weekly52×/yr

Empty debris basket; rinse filter if the session was debris-heavy.

Monthly12×/yr

Rinse the filter cartridge with a hose and let it dry fully before refitting.

Seasonal4×/yr

Inspect brushes and drive tracks for wear; check the charging contacts for corrosion and wipe them dry.

Deep-clean the chassis, then store the cleaner dry and off the charger.

As neededno fixed schedule

Dry the unit and its charging contacts, use the supplied charger only, and charge on a hard non-combustible surface rather than unattended overnight. Both CPSC recalls on Aiper's cordless line have been charging faults, neither of them covering the Seagull SE: the Elite Pro GS100 in August 2023 (recall 23-784, about 22,000 units, 17 reports of the battery overheating when the cord was connected without the adapter or directly to the charging port) and the Seagull Pro in March 2025 (recall 25-187, about 32,660 units, 19 reports of units melting, smoking or catching fire on charge, traced to the high-current adapter). The 2023 recall was remedied with a free Seagull Pro, the model recalled in 2025.

Cost over time

$299 to buy. Ongoing running cost for this model hasn’t been assessed yet.

Safety notes1 note

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

SPECIFICATION

The full spec sheet.

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

Dimensional drawing

Key specificationsManufacturer-publishedSources: Product page

FootprintThe width, depth and height of the robot itself, without its dock.: 15.7 × 15.7 in, 7.1 in tall
WeightThe robot alone, without its dock, as the maker states it.: 7.9 lbs•
BatteryStored energy in watt-hours; a larger pack runs longer, not harder.: 73 Wh · Li-ion
Max pool area: 850 sq ft•
Cycle length: 90 min•
Power type: Cordless battery•
Max pool length: 33 ft•
Surfaces cleaned: Floor only
FilterA pleated filter between the bin and the fan; it loses airflow long before it looks dirty.: 180 micron✓
Filter capacity: 2 L✓

Where it lands · position among 76 robot pool cleanersThis robotMedianTypical range

RuntimeThe maker's stated running time on one charge, at a standard setting.90min

90 min1,800 min

Bottom of range

PriceThe maker's list price, not a price found in a shop.$299

$299$4,250

Bottom of range

NoiseLoudness at the maker's stated distance, in decibels; ten more decibels reads as about twice as loud.68dB

52 dB82 dB

Near median

Charge timeTime from empty to full on the dock, as the maker states it.150min

150 min390 min

Bottom of range

WeightThe robot alone, without its dock, as the maker states it.7.9lbs

7.9 lbs46.3 lbs

Bottom of range

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

Official referencesProduct page

RECORD

How the assessment has moved.

Every announcement, release and reassessment behind the current classification.

Coming soon

Just launched

Active updates

Settled

Discontinued

Nov 2026 · AssessmentRecord status: Provisional → Pending
Sep 2026 · AssessmentRobovations Score revised 40 → 39
Aug 2026 · AssessmentRecord status: Verified → Provisional
Aug 2026 · AssessmentRobovations Score rescored under v4.2: 69 → 40
Jul 2026 · AssessmentRobovations Score recorded at 69 of 100
Nov 2022 · ReleaseAiper launches Seagull SE cordless robotic pool cleaner at $249.99

Editorial comparisons

How Aiper Seagull SE compares.

All comparisons →

Expectation vs. Reality

Seen half under and half over the water of a pool, a charcoal robot climbs the side wall up to the waterline tiles while a white robot cleans the floor below among sunk leaves.

Robot Pool Cleaners3 robots

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

Maytronics Dolphin Escape, Aiper Scuba S1, and Aiper Seagull SE market the cordless or track-traction experience at entry price.

vs Maytronics Dolphin Escape · Aiper Scuba S1

Goal-based

A backyard pool cut open across its width: two white pool robots work the floor, a grey one climbs the right-hand wall trailing its blue cable, and a black one is up the left-hand wall with its brush on the waterline tiles.

Robot Pool Cleaners4 robots

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

Four pool robots span from floor-only bump navigation to three-plane corded and cordless platforms.

vs Maytronics Dolphin E10 · Maytronics Dolphin Quantum · Maytronics Dolphin Liberty 600

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?

It steers around obstacles such as walls, ladders, and large debris, but it does not build a spatial map, and Aiper publishes neither a sensing technology nor a coverage figure for this model. Coverage is less predictable than on a mapping cleaner, and floor behind ladders, steps, or fixed obstacles can be missed.

CompatibilityCan I use the Seagull SE without a mobile app?

Yes. The Seagull SE has no mobile app, no WiFi, and no remote control. A button on the unit itself starts a single autonomous cleaning session, so scheduling means pressing it each time.

OperationWhat is the battery runtime, and will it cover my pool?

90 minutes per charge. Aiper rates the Seagull SE by surface area rather than volume, at up to roughly 850 sq ft, and markets it primarily for round above-ground pools up to about 33 ft, with flat-floored in-ground pools as the secondary case. Larger surfaces may not be fully covered in one cycle.

OwnershipIs the battery replaceable, and how much does it cost?

Aiper does not document a user-replaceable battery for this model, and publishes no replacement price, no service procedure, and no separate battery warranty term. Battery questions go through Aiper support.

OperationDoes the Seagull SE work in pools with algae or cloudy water?

Aiper documents no sensing technology for this model, so there is no basis for a claim in either direction about water clarity affecting navigation. Cleaning depends mainly on debris load. Heavy algae should be treated chemically first: a floor cleaner lifts settled debris, not growth bonded to the surface.

Availability

Where it's sold

Some links earn Robovations a commission. It does not change any classification. Affiliate disclosure.

We are no longer finding a current new-stock listing for this robot. Remaining offers may be used, refurbished, or third-party — confirm the condition and price on the retailer’s page before buying.

Amazon See current listings

Cite & Embed

Reference the Aiper Seagull SE classification.

Embed the Autonomy Ladder™ mark or copy the citation. The mark is served from this record, so a reassessment updates it on your page automatically.

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Citation

Robovations. "Aiper Seagull SE: Autonomy Level II (Assisted Autonomy)." Autonomy Ladder™, assessed May 2026. https://robovations.com/robots/aiper-seagull-se/

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A classification, not an endorsement. It may not appear beside language implying Robovations recommends, rates, or approves the product.

Where to next

Three ways to keep going.

For evaluators

Compare with a peer.

See the Aiper Seagull SE and Betta SE side by side: autonomy level, Robovations Score, readiness, and price. Classification, not a verdict.

See the full comparison

Or compare with Ecovacs Ultramarine P1, Maytronics Dolphin E10, Wybot C1.

For browsers

See every Level II.

Every robot we’ve classified at assisted autonomy. Sorted by readiness, score, and price. Filter by category, manufacturer, or release date.

Browse every Level II robot

Updated weekly with new entries and reclassifications.

Aiper Seagull SE

Will the Aiper Seagull SE work in your pool?

Living with it.

The full spec sheet.

How the assessment has moved.

How Aiper Seagull SE compares.

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

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

What people actually ask.

Aiper Seagull SE in the analysis archive.

How safe are consumer robots around kids and pets?

Cordless or corded pool robot: what changes when the cable goes

How do robot pool cleaners navigate: random drift, gyroscopes, or mapping?

Other robot pool cleaners we have classified.

Wybot C2

Maytronics Dolphin Escape

Maytronics Dolphin E10

Maytronics Dolphin Nautilus CC Pro

Where it's sold

Reference the Aiper Seagull SE classification.

Three ways to keep going.

Get the next reassessment.

Compare with a peer.

See every Level II.