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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 1, 2026

6.1M+

Unique vehicles analyzed

as of November 1, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

379 listings found

2015 Nissan JUKE SL

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

2015 Nissan JUKE SL

Fairhaven, MA

UnscoredInsufficient · 3
$4,995176,029 mi

Comparison: 3 similar vehicles

Fairhaven, MA

2016 GMC Acadia SLE-1

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

2016 GMC Acadia SLE-1

Fairhaven, MA

Unscored
$7,995121,113 mi

Comparison: 8 similar vehicles

Fairhaven, MA

2011 Chevrolet Silverado 3500HD Work Truck

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

2011 Chevrolet Silverado 3500HD Work Truck

Fairhaven, MA

UnscoredInsufficient · 0
$7,995202,519 mi

Fairhaven, MA

2010 Toyota Highlander SE

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

2010 Toyota Highlander SE

Fairhaven, MA

UnscoredInsufficient · 3
$7,995183,747 mi

Comparison: 3 similar vehicles

Fairhaven, MA

2017 BMW 3 Series 330i

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

2017 BMW 3 Series 330i

Fairhaven, MA

Unscored
$8,500143,773 mi

Comparison: 11 similar vehicles

Fairhaven, MA

2018 Chevrolet Malibu 1LS

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

2018 Chevrolet Malibu 1LS

Fairhaven, MA

Unscored
$8,995124,900 mi

Comparison: 10 similar vehicles

Fairhaven, MA

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Fairhaven, MA

Unscored
$8,995110,188 mi

Comparison: 9 similar vehicles

Fairhaven, MA

2017 Buick Encore Essence

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

2017 Buick Encore Essence

Fairhaven, MA

Unscored
$8,995118,101 mi

Comparison: 6 similar vehicles

Fairhaven, MA

2015 Kia Optima EX

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

2015 Kia Optima EX

Fairhaven, MA

Unscored
$8,995129,230 mi

Comparison: 22 similar vehicles

Fairhaven, MA

2006 Chevrolet Silverado 3500 Chassis Cab Work Truck

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

2006 Chevrolet Silverado 3500 Chassis Cab Work Truck

Fairhaven, MA

UnscoredInsufficient · 0
$8,995202,833 mi

Fairhaven, MA

2015 Audi A3 Sedan Premium Plus

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

2015 Audi A3 Sedan Premium Plus

Fairhaven, MA

Unscored
$9,750121,650 mi

Comparison: 10 similar vehicles

Fairhaven, MA

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Fairhaven, MA

UnscoredInsufficient · 3
$9,995103,112 mi

Comparison: 3 similar vehicles

Fairhaven, MA

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Fairhaven, MA

Unscored
$9,995210,856 mi

Comparison: 5 similar vehicles

Fairhaven, MA

2011 Honda Civic LX

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

2011 Honda Civic LX

Fairhaven, MA

OverpricedLimited · 10
$9,99598,703 mi

Market: $8,500 – $9,495

Comparison: 10 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Fairhaven, MA

2017 Nissan Rogue Sport SV

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

2017 Nissan Rogue Sport SV

Fairhaven, MA

Fair PriceModerate · 27
$10,99588,680 mi

Market: $5,995 – $14,170

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Fairhaven, MA

2018 Nissan Altima SV

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

2018 Nissan Altima SV

Fairhaven, MA

UnscoredInsufficient · 3
$11,99587,657 mi

Comparison: 3 similar vehicles

Fairhaven, MA

2011 Honda Accord LX

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

2011 Honda Accord LX

Fairhaven, MA

Unscored
$11,99569,444 mi

Comparison: 32 similar vehicles

Fairhaven, MA

2020 Nissan Pathfinder S

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

2020 Nissan Pathfinder S

Fairhaven, MA

Fair PriceModerate · 26
$12,50095,827 mi

Market: $6,995 – $16,474

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 226 days listed (based on current market benchmarks)

Fairhaven, MA

2020 Mitsubishi Outlander SEL

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

2020 Mitsubishi Outlander SEL

Fairhaven, MA

Unscored
$12,500120,162 mi

Comparison: 8 similar vehicles

Fairhaven, MA

2019 Mazda CX-3 Grand Touring

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

2019 Mazda CX-3 Grand Touring

Fairhaven, MA

UnscoredInsufficient · 4
$12,500129,456 mi

Comparison: 4 similar vehicles

Fairhaven, MA

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Fairhaven, MA

Fair PriceLimited · 10
$12,500112,481 mi

Market: $10,795 – $15,000

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 439 days listed (based on current market benchmarks)

Fairhaven, MA

2017 Hyundai Sonata Sport

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

2017 Hyundai Sonata Sport

Fairhaven, MA

OverpricedLimited · 17
$12,50069,357 mi

Market: $6,999 – $11,573

Comparison: 17 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Fairhaven, MA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Fairhaven, MA

Fair PriceRobust · 62
$12,750105,392 mi

Market: $9,900 – $17,995

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Fairhaven, MA

2019 Hyundai Kona Limited

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

2019 Hyundai Kona Limited

Fairhaven, MA

Unscored
$12,995118,281 mi

Comparison: 9 similar vehicles

Fairhaven, MA

2020 Nissan Altima SR

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

2020 Nissan Altima SR

Fairhaven, MA

Fair PriceLimited · 14
$13,500113,516 mi

Market: $11,345 – $17,399

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 188 days listed (based on current market benchmarks)

Fairhaven, MA

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Fairhaven, MA

Unscored
$13,995108,388 mi

Comparison: 5 similar vehicles

Fairhaven, MA

2015 Chevrolet Colorado Work Truck

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

2015 Chevrolet Colorado Work Truck

Fairhaven, MA

Unscored
$13,995128,811 mi

Comparison: 6 similar vehicles

Fairhaven, MA

2014 Honda CR-V LX

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

2014 Honda CR-V LX

Fairhaven, MA

Fair PriceModerate · 21
$13,99560,794 mi

Market: $8,695 – $15,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Fairhaven, MA

2010 Lexus RX 350

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

2010 Lexus RX 350

Fairhaven, MA

UnscoredInsufficient · 4
$13,999106,605 mi

Comparison: 4 similar vehicles

Fairhaven, MA

2022 Ford Bronco Sport Base

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

2022 Ford Bronco Sport Base

Fairhaven, MA

UnscoredInsufficient · 3
$14,995127,730 mi

Comparison: 3 similar vehicles

Fairhaven, MA

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Fairhaven, MA

OverpricedLimited · 14
$14,99565,647 mi

Market: $7,995 – $13,920

Comparison: 14 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Fairhaven, MA

2015 Subaru Outback Limited

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

2015 Subaru Outback Limited

Fairhaven, MA

Unscored
$14,99569,858 mi

Comparison: 9 similar vehicles

Fairhaven, MA

2011 Toyota 4Runner SR5

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

2011 Toyota 4Runner SR5

Fairhaven, MA

Unscored
$14,995168,300 mi

Comparison: 9 similar vehicles

Fairhaven, MA

2021 Hyundai Kona Limited

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

2021 Hyundai Kona Limited

Fairhaven, MA

UnscoredInsufficient · 0
$15,50090,559 mi

Fairhaven, MA

2021 Nissan Sentra SV

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

2021 Nissan Sentra SV

Fairhaven, MA

Unscored
$15,90040,140 mi

Comparison: 9 similar vehicles

Fairhaven, MA

2019 Buick Enclave Essence

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

2019 Buick Enclave Essence

Fairhaven, MA

UnscoredInsufficient · 4
$15,99593,461 mi

Comparison: 4 similar vehicles

Fairhaven, MA

2018 BMW X5 xDrive35i

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

2018 BMW X5 xDrive35i

Fairhaven, MA

UnscoredInsufficient · 3
$15,995104,117 mi

Comparison: 3 similar vehicles

Fairhaven, MA

2017 Land Rover Range Rover Evoque SE

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

2017 Land Rover Range Rover Evoque SE

Fairhaven, MA

Unscored
$15,99995,171 mi

Comparison: 7 similar vehicles

Fairhaven, MA

2017 Porsche Macan S

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

2017 Porsche Macan S

Fairhaven, MA

Fair PriceModerate · 35
$16,750106,530 mi

Market: $12,300 – $32,795

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 66 days listed (based on current market benchmarks)

Fairhaven, MA

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Fairhaven, MA

Unscored
$16,995109,550 mi

Comparison: 28 similar vehicles

Fairhaven, MA

2019 Cadillac XT4 Premium Luxury

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

2019 Cadillac XT4 Premium Luxury

Fairhaven, MA

Fair PriceModerate · 21
$16,995116,448 mi

Market: $11,997 – $19,357

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Fairhaven, MA

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Fairhaven, MA

Fair PriceRobust · 52
$16,99567,118 mi

Market: $10,495 – $19,194

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Fairhaven, MA

2016 Ford Transit Connect XLT

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

2016 Ford Transit Connect XLT

Fairhaven, MA

Unscored
$16,99576,062 mi

Comparison: 7 similar vehicles

Fairhaven, MA

2016 Mazda CX-5 Touring

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

2016 Mazda CX-5 Touring

Fairhaven, MA

Unscored
$17,47482,787 mi

Comparison: 9 similar vehicles

Fairhaven, MA

2018 Ford Expedition XLT

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

2018 Ford Expedition XLT

Fairhaven, MA

Fair PriceLimited · 11
$17,500118,501 mi

Market: $12,999 – $20,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Fairhaven, MA

2019 Honda Pilot LX

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

2019 Honda Pilot LX

Fairhaven, MA

Fair PriceLimited · 16
$17,995115,932 mi

Market: $11,500 – $19,690

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Fairhaven, MA

2019 Lincoln MKC Reserve

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

2019 Lincoln MKC Reserve

Fairhaven, MA

Unscored
$17,99578,070 mi

Comparison: 9 similar vehicles

Fairhaven, MA

2019 Nissan Armada SV

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

2019 Nissan Armada SV

Fairhaven, MA

Unscored
$17,995103,326 mi

Comparison: 6 similar vehicles

Fairhaven, MA

2018 Land Rover Range Rover Sport SE

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

2018 Land Rover Range Rover Sport SE

Fairhaven, MA

UnscoredInsufficient · 0
$17,99599,367 mi

Fairhaven, MA

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Fairhaven, MA

Unscored
$17,995142,278 mi

Comparison: 24 similar vehicles

Fairhaven, MA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. 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 sell-time, 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 sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. 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 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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