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Robot Autonomy Classified
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Robot Vacuums

Shark Detect Pro

Shark · $699 street (MSRP $799) (self-empty dock extra)

Floor-state sensing pushes Shark's vacuum closer to active floor monitoring than static zoning. Coverage remains conditional on mapped space; the sensor suite amplifies what LiDAR already maps.

Level III
Conditional Autonomy
3 sources reviewed ·
Ready Now
Ready to own today
Reassessed
Jun 12
View history
Robovations Score
Capable · 67 of 100
Rescored 2026-06-12
Autonomy68 / 100

30% weight

Reliability72 / 100

25% weight

Maintenance70 / 100

15% weight

Value62 / 100

15% weight

Privacy60 / 100

15% weight

Framework

How we score →

Weighted average of 5 reads, 0–100. Scored from documented evidence — we do not lab-test.

Will the Shark Detect Pro work in your home?

Pick what matches your setup. The fit updates as you go.

Home size
Primary floors
Wi-Fi band
You want to…
How Shark Detect Pro holds up
Home size
Primary floors
Wi-Fi band
You want to…
Specifications

The full spec sheet.

Manufacturer-published values.

Priced near the category median, with noise among the quietest in the class and weight among the lightest in the class.

Positions are rank within the 148 robot vacuums in the Robovations database.

13.8 in diaTOP3.6 inSIDEDimensional drawing
Shark RV2800AE · 6.6 lbs
This robot’s rank in categoryCategory median
Price$699MSRP $799$120$2,399
Suction11,000Pa60036,000 Pa
Runtime120min40350 min
Charge time300min90420 min
Noise65dB5580 dB
Weight6.6lbs3.330.4 lbs
Battery72Wh · Li-ion
Wi-Fi2.4 GHz only
Voice controlAlexa, Google Home
Mapping & navigation

360° LiDAR with camera-based obstacle avoidance and floor-state sensing

Official referencesProduct page
Lifecycle

The record since launch.

3 tracked events since launch
202420252026TODAY123
  1. 1
    RELEASE · NOV 15, 2023Launches commercially with self-empty dock option
  2. 2
    NEWS · JUN 10, 2024Retail price drops as Shark vacuum line expands in 2024
  3. 3
    REASSESSED · NOV 20, 2024Robovations classifies Shark Detect Pro at Level III with owner-base evidence
Ownership & reliability

How it holds up after the purchase.

Owner reports · manufacturer documentation

LiDAR navigation is mature; dock integration is the reliability bottleneck. Firmware cycles have addressed mapping drift; consumable-gate issues persist.

Established owner base since Q4 2023 reports consistent LiDAR performance and general mapping stability. Dock clogging and consumable-reorder friction noted in owner forums; no major recall documented. Firmware updates address occasional RTK false-positives in multi-level homes.

Owner effort~1.5 hrshands-on time per month
Consumables$160per year, replaceable parts
Reliability trendStableowner-reported arc to date
What goes wrong, and who fixes it
Failure pointLikelihoodResolution
Dock consumable cloggingReduced effectiveness and auto-empty blockage; dust bag efficiency drops after 2-3 cycles if overloaded.CommonOwner fixEmpty dust bag every 3-5 runs; order replacement bags through app subscription or manual retailer purchase (~$30 for 3-pack).
Wi-Fi disconnection in 2.4 GHz congestionRobot loses scheduled autonomy; manual dock-button start only until reconnection.OccasionalSelf-recoversRestart router or isolate robot SSID band; reduce interference from other 2.4 GHz devices.
Camera lens fogging on cold-start mappingObstacle avoidance delays; potential collision with low obstacles during initial room scan.OccasionalSelf-recoversAllow 2-3 minute acclimation post-startup; wiping lens manually if condensation visible.
Dock alignment sensor misfireRobot fails to recognize dock position; attempts repeated approaches without successful docking.RareOwner fixClean dock contacts and sensors; verify dock is on level floor and at least 18 inches from obstacles.
Floor transition challenges on thick-pile boundariesMomentum loss and coverage gaps at carpet-to-tile threshold; slow climb onto raised transition strips.OccasionalSelf-recoversTransitions ≤0.5 inches handled smoothly; thicker transitions may require ramp or manual layout adjustment.
Maintenance cadence
Every runEach useafter every cycle

Inspect dust bin for overflow; empty if visibly full (typical every 3-5 runs depending on floor debris).

Weekly52×a year

Clean main and side brushes to prevent bristle shedding; remove hair wraps around brush axles.

Wipe camera lens and floor-facing sensors to prevent fogging during cold starts or high humidity.

Seasonally4×a year

Inspect dock electrical contacts and clean with dry cloth to prevent misalignment signals during auto-empty cycles.

Yearly1×a year

Verify dock dust-bag capacity and order replacement bags proactively (~$30 for 3-pack); dock blockage increases over time.

As neededVariesno fixed cadence

Replace filter element if dust accumulation visible; typical lifespan varies with use.

Safety flags
CautionDock electrical safetySelf-empty dock plugged into mains continuously; ensure outlet is properly grounded and inaccessible to pets/children during auto-empty cycles.
NoteCloud account data collectionShark account required for app use and autonomous scheduling; location, cleaning history, and device telemetry transmitted to manufacturer servers per privacy policy.
Common questions

What buyers actually ask.

6 answered
Operation
Does the Shark Detect Pro require a subscription after purchase?
The robot itself does not; autonomous operation and scheduling work via the free app. Consumable reorder subscriptions (dust bags) are optional convenience features, not mandatory for core function.
Compatibility
Can I use the Shark Detect Pro without downloading the app?
The robot requires app setup for Wi-Fi pairing and initial mapping. After commissioning, manual button-start operation is supported on the dock; scheduled autonomy requires the app and cloud connection.
Operation
How does floor-state sensing change cleaning?
Floor-state sensing uses camera and pressure sensors to identify high-debris zones. When active, the robot increases pass density on detected problem areas. Owner reports show visible improvement on pet-hair hot spots and entryway tracking.
Operation
How long does the self-empty dock battery last?
The dock itself is plugged into mains power; no internal battery. If you lose power to the outlet, the dock cannot auto-empty. Stored dust in the dock bin degrades filter efficiency if left full across power outages.
Compatibility
Does the Shark Detect Pro work with Alexa or Google Home for voice commands?
Integration is available through the Shark app and Alexa/Google Home platforms. Voice commands trigger dock return and start-cleaning routines; detailed scheduling still requires the app.
Operation
How effective is edge detection on hardwood floors with visible seams?
Edge-detection sensors help avoid over-reaching perimeter zones. Owner reports note occasional false edges on hardwood seams; masking tape or low-stick stickers can guide the robot around known false-edge locations.

Analysis

Shark Detect Pro in the analysis archive.

More in this category

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Dyson Spot+Scrub Ai

Large open-plan hard floors, recurring stains, minimal dock upkeep
Provisional64/100Capable
Dreame Cyber 10 UltraIII
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Dreame Cyber 10 Ultra

Multi-floor homes with floor clutter and frequent threshold crossings
Pre-Release53/100Plausible
Cite & embed

Reference the Shark Detect Pro 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™IIIConditional AutonomyIndependent classification
Citation
Where to next

Three ways to keep going.

For shoppers

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Open the compare builder pre-loaded with the Shark Detect Pro and Trifo Lucy — side-by-side score, autonomy, fit profile, and trade-offs.

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For browsers

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

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By RobovationsUpdated: Jun 14, 2026
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