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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · November 13, 2026

7.2M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

449 listings found

2007 Honda CR-V LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Honda CR-V LX

Arcadia, FL

Unscored
$1,852247,275 mi

Comparison: 9 similar vehicles

Arcadia, FL

2009 Chevrolet Malibu 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Chevrolet Malibu 1LT

Arcadia, FL

UnscoredInsufficient · 0
$2,500159,225 mi

Arcadia, FL

2005 Jeep Grand Cherokee Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Jeep Grand Cherokee Limited

Arcadia, FL

UnscoredInsufficient · 0
$5,999152,659 mi

Arcadia, FL

2015 Chevrolet Malibu 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Malibu 2LT

Arcadia, FL

UnscoredInsufficient · 0
$7,398189,829 mi

Arcadia, FL

2013 Nissan Quest LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan Quest LE

Arcadia, FL

UnscoredInsufficient · 0
$7,398Mileage not verified

Arcadia, FL

2015 Kia Optima LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Kia Optima LX

Arcadia, FL

Unscored
$7,599162,501 mi

Comparison: 40 similar vehicles

Arcadia, FL

2013 Nissan LEAF S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Nissan LEAF S

Arcadia, FL

UnscoredInsufficient · 0
$7,9981,300 mi

Arcadia, FL

2014 Hyundai Elantra Coupe Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Hyundai Elantra Coupe Base

Arcadia, FL

UnscoredInsufficient · 0
$8,70074,641 mi

Arcadia, FL

2022 Mitsubishi Mirage G4 ES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Mitsubishi Mirage G4 ES

Arcadia, FL

UnscoredInsufficient · 0
$9,62286,482 mi

Arcadia, FL

2014 Ford Explorer XLT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Ford Explorer XLT

Arcadia, FL

Unscored
$9,998180,820 mi

Comparison: 23 similar vehicles

Arcadia, FL

2012 Dodge Challenger SXT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Dodge Challenger SXT

Arcadia, FL

Unscored
$10,599165,577 mi

Comparison: 11 similar vehicles

Arcadia, FL

2019 INFINITI QX30 Luxury

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 INFINITI QX30 Luxury

Arcadia, FL

UnscoredInsufficient · 4
$10,699159,549 mi

Comparison: 4 similar vehicles

Arcadia, FL

2018 Jeep Compass Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Jeep Compass Limited

Arcadia, FL

Unscored
$10,999134,634 mi

Comparison: 54 similar vehicles

Arcadia, FL

2016 Nissan Rogue SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan Rogue SV

Arcadia, FL

Unscored
$10,999102,195 mi

Comparison: 5 similar vehicles

Arcadia, FL

2018 Nissan Altima SR

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Nissan Altima SR

Arcadia, FL

Unscored
$11,098151,374 mi

Comparison: 24 similar vehicles

Arcadia, FL

2019 Ford Fusion SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Ford Fusion SEL

Arcadia, FL

UnscoredInsufficient · 3
$11,318106,929 mi

Comparison: 3 similar vehicles

Arcadia, FL

2020 Chevrolet Equinox LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Equinox LT

Arcadia, FL

UnscoredInsufficient · 3
$11,999162,573 mi

Comparison: 3 similar vehicles

Arcadia, FL

2019 Lincoln MKC Reserve

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Lincoln MKC Reserve

Arcadia, FL

Unscored
$12,054133,076 mi

Comparison: 5 similar vehicles

Arcadia, FL

2015 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Ford Fusion SE

Arcadia, FL

Unscored
$12,39491,322 mi

Comparison: 6 similar vehicles

Arcadia, FL

2020 Chevrolet Trax LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Trax LS

Arcadia, FL

Fair PriceLimited · 17
$12,39898,426 mi

Market: $7,495 – $13,087

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Arcadia, FL

2016 Jeep Renegade Trailhawk

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Jeep Renegade Trailhawk

Arcadia, FL

Unscored
$12,398156,571 mi

Comparison: 5 similar vehicles

Arcadia, FL

2019 Jeep Cherokee Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Jeep Cherokee Limited

Arcadia, FL

Unscored
$12,599120,692 mi

Comparison: 5 similar vehicles

Arcadia, FL

2009 Jeep Wrangler Unlimited X

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Jeep Wrangler Unlimited X

Arcadia, FL

Fair PriceLimited · 10
$12,798107,014 mi

Market: $7,450 – $15,200

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 118 days listed (based on current market benchmarks)

Arcadia, FL

2017 Chevrolet Traverse 2LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Chevrolet Traverse 2LT

Arcadia, FL

Fair PriceLimited · 15
$12,999117,738 mi

Market: $6,450 – $17,998

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Arcadia, FL

2014 Dodge Durango Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Dodge Durango Limited

Arcadia, FL

Fair PriceLimited · 15
$12,999105,933 mi

Market: $5,399 – $13,987

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Arcadia, FL

2018 Ford Escape S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Ford Escape S

Arcadia, FL

Unscored
$13,39468,334 mi

Comparison: 6 similar vehicles

Arcadia, FL

2022 Mitsubishi Outlander Sport ES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Mitsubishi Outlander Sport ES

Arcadia, FL

Unscored
$13,58489,017 mi

Comparison: 8 similar vehicles

Arcadia, FL

2017 Toyota RAV4 LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Toyota RAV4 LE

Arcadia, FL

UnscoredInsufficient · 3
$13,622137,367 mi

Comparison: 3 similar vehicles

Arcadia, FL

2016 Cadillac ATS Luxury Collection

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Cadillac ATS Luxury Collection

Arcadia, FL

OverpricedLimited · 11
$13,994110,522 mi

Market: $5,190 – $13,250

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Arcadia, FL

2016 Honda Accord LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Honda Accord LX

Arcadia, FL

Unscored
$13,998142,548 mi

Comparison: 5 similar vehicles

Arcadia, FL

2018 Chevrolet Traverse LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Chevrolet Traverse LS

Arcadia, FL

UnscoredInsufficient · 3
$13,999137,415 mi

Comparison: 3 similar vehicles

Arcadia, FL

2020 Chevrolet Trax LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Chevrolet Trax LT

Arcadia, FL

UnscoredInsufficient · 0
$14,62249,368 mi

Arcadia, FL

2014 Chevrolet Tahoe LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Tahoe LT

Arcadia, FL

Unscored
$15,394121,076 mi

Comparison: 6 similar vehicles

Arcadia, FL

2014 Land Rover Range Rover Sport SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Land Rover Range Rover Sport SE

Arcadia, FL

Fair PriceLimited · 12
$15,798103,994 mi

Market: $6,690 – $15,999

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 197 days listed (based on current market benchmarks)

Arcadia, FL

2015 Chevrolet Silverado 1500 LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2015 Chevrolet Silverado 1500 LT

Arcadia, FL

Unscored
$15,999149,167 mi

Comparison: 6 similar vehicles

Arcadia, FL

2020 Volkswagen Jetta GLI Autobahn

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Volkswagen Jetta GLI Autobahn

Arcadia, FL

UnscoredInsufficient · 0
$16,096123,951 mi

Arcadia, FL

2020 Ford F-150 XL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Ford F-150 XL

Arcadia, FL

Unscored
$16,394182,113 mi

Comparison: 16 similar vehicles

Arcadia, FL

2013 RAM 1500 Pickup Express

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 RAM 1500 Pickup Express

Arcadia, FL

OverpricedModerate · 25
$16,599109,958 mi

Market: $5,900 – $15,000

Comparison: 25 similar vehicles

Priced ~11% above the typical market range for similar vehicles (based on current market benchmarks)

Arcadia, FL

2018 Land Rover Range Rover Evoque HSE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 Land Rover Range Rover Evoque HSE

Arcadia, FL

UnscoredInsufficient · 0
$16,69868,252 mi

Arcadia, FL

2016 Chevrolet Tahoe LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Chevrolet Tahoe LT

Arcadia, FL

Fair PriceModerate · 35
$16,999116,410 mi

Market: $9,999 – $23,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Arcadia, FL

2017 Dodge Durango SXT Plus

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Dodge Durango SXT Plus

Arcadia, FL

UnscoredInsufficient · 3
$17,099113,235 mi

Comparison: 3 similar vehicles

Arcadia, FL

2019 Mercedes-Benz C-Class Coupe C300

Image from the dealer's site. OAV does not own, control, or store dealer images.

2019 Mercedes-Benz C-Class Coupe C300

Arcadia, FL

Fair PriceLimited · 13
$17,622112,251 mi

Market: $15,999 – $21,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Arcadia, FL

2018 RAM 1500 Pickup Laramie

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 RAM 1500 Pickup Laramie

Arcadia, FL

Unscored
$17,622147,209 mi

Comparison: 25 similar vehicles

Arcadia, FL

2022 Chevrolet Equinox LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Chevrolet Equinox LS

Arcadia, FL

UnscoredInsufficient · 4
$17,71831,662 mi

Comparison: 4 similar vehicles

Arcadia, FL

2018 GMC Sierra 1500 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 GMC Sierra 1500 Base

Arcadia, FL

Unscored
$17,99986,181 mi

Comparison: 7 similar vehicles

Arcadia, FL

2021 Ford Escape SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2021 Ford Escape SE

Arcadia, FL

UnscoredInsufficient · 0
$18,06813,012 mi

Arcadia, FL

2020 Jaguar E-PACE Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2020 Jaguar E-PACE Base

Arcadia, FL

UnscoredInsufficient · 0
$18,19860,216 mi

Arcadia, FL

2022 Kia Seltos EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2022 Kia Seltos EX

Arcadia, FL

Unscored
$18,60569,535 mi

Comparison: 7 similar vehicles

Arcadia, FL

2016 Jeep Wrangler Sport S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Jeep Wrangler Sport S

Arcadia, FL

Fair PriceLimited · 13
$18,72467,675 mi

Market: $9,999 – $19,082

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Arcadia, FL

2018 GMC Sierra 1500 Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2018 GMC Sierra 1500 Base

Arcadia, FL

Unscored
$18,999129,618 mi

Comparison: 7 similar vehicles

Arcadia, FL

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical time on market, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles recently for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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