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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 6, 2026

7.1M+

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

2,686 listings found

2004 Nissan Altima S

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

2004 Nissan Altima S

Westport, CT

UnscoredInsufficient · 0
$4,67388,684 mi

Westport, CT

2007 Honda Element LX

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

2007 Honda Element LX

Westport, CT

UnscoredInsufficient · 3
$7,698196,589 mi

Comparison: 3 similar vehicles

Westport, CT

2010 Lincoln MKX Base

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

2010 Lincoln MKX Base

Westport, CT

OverpricedModerate · 23
$8,197127,506 mi

Market: $4,890 – $6,995

Comparison: 23 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Westport, CT

2013 BMW X1 28i

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

2013 BMW X1 28i

Westport, CT

Fair PriceModerate · 27
$9,67575,898 mi

Market: $2,900 – $12,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Westport, CT

2014 BMW 3 Series 328i

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

2014 BMW 3 Series 328i

Westport, CT

Fair PriceLimited · 14
$9,745101,573 mi

Market: $5,495 – $13,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Westport, CT

2012 Audi A6 Premium

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

2012 Audi A6 Premium

Westport, CT

OverpricedLimited · 19
$10,984104,852 mi

Market: $5,995 – $9,995

Comparison: 19 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Westport, CT

2015 Mercedes-Benz CLA-Class CLA250

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

2015 Mercedes-Benz CLA-Class CLA250

Westport, CT

Fair PriceModerate · 23
$11,53389,965 mi

Market: $7,500 – $11,995

Comparison: 23 similar vehicles

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

Westport, CT

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Westport, CT

Unscored
$11,680114,963 mi

Comparison: 6 similar vehicles

Westport, CT

2012 Toyota Camry XLE

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

2012 Toyota Camry XLE

Westport, CT

Unscored
$11,770136,860 mi

Comparison: 7 similar vehicles

Westport, CT

2018 Nissan Maxima S

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

2018 Nissan Maxima S

Westport, CT

Fair PriceLimited · 12
$12,40586,437 mi

Market: $6,300 – $16,461

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Westport, CT

2019 Hyundai Tucson Ultimate

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

2019 Hyundai Tucson Ultimate

Westport, CT

UnscoredInsufficient · 3
$12,67390,999 mi

Comparison: 3 similar vehicles

Westport, CT

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Westport, CT

Unscored
$12,675150,788 mi

Comparison: 12 similar vehicles

Westport, CT

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Westport, CT

Fair PriceModerate · 24
$12,989107,795 mi

Market: $5,495 – $16,131

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Westport, CT

2016 BMW X4 xDrive28i

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

2016 BMW X4 xDrive28i

Westport, CT

UnscoredInsufficient · 4
$13,175124,461 mi

Comparison: 4 similar vehicles

Westport, CT

2017 Audi Q5 Premium

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

2017 Audi Q5 Premium

Westport, CT

Fair PriceModerate · 39
$13,48988,983 mi

Market: $7,650 – $14,600

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Westport, CT

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Westport, CT

Fair PriceLimited · 19
$13,68081,592 mi

Market: $6,194 – $13,900

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Westport, CT

2016 Honda Accord Touring

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

2016 Honda Accord Touring

Westport, CT

Unscored
$13,698189,765 mi

Comparison: 24 similar vehicles

Westport, CT

2018 Toyota Prius Three

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

2018 Toyota Prius Three

Westport, CT

UnscoredInsufficient · 0
$13,873126,235 mi

Westport, CT

2018 Ford Edge SEL

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

2018 Ford Edge SEL

Westport, CT

Unscored
$13,96252,633 mi

Comparison: 7 similar vehicles

Westport, CT

2022 Kia FORTE GT-Line

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

2022 Kia FORTE GT-Line

Westport, CT

Fair PriceLimited · 13
$14,17539,431 mi

Market: $6,700 – $19,185

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Westport, CT

2014 Mercedes-Benz C-Class C250 Sport

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

2014 Mercedes-Benz C-Class C250 Sport

Westport, CT

UnscoredInsufficient · 0
$14,27836,588 mi

Westport, CT

2013 Toyota Highlander Limited

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

2013 Toyota Highlander Limited

Westport, CT

Unscored
$14,474125,053 mi

Comparison: 9 similar vehicles

Westport, CT

2014 Toyota RAV4 LE

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

2014 Toyota RAV4 LE

Westport, CT

Unscored
$14,92364,488 mi

Comparison: 6 similar vehicles

Westport, CT

2016 Volvo XC60 T6

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

2016 Volvo XC60 T6

Westport, CT

UnscoredInsufficient · 4
$14,98660,481 mi

Comparison: 4 similar vehicles

Westport, CT

2021 Kia Soul S

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

2021 Kia Soul S

Westport, CT

UnscoredInsufficient · 0
$14,98731,599 mi

Westport, CT

2020 Nissan Rogue Sport SL

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

2020 Nissan Rogue Sport SL

Westport, CT

UnscoredInsufficient · 4
$14,990111,402 mi

Comparison: 4 similar vehicles

Westport, CT

2019 Hyundai Tucson Value

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

2019 Hyundai Tucson Value

Westport, CT

Great DealModerate · 42
$15,17346,943 mi

Market: $15,899 – $17,858

Comparison: 42 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 22 days listed (based on current market benchmarks)

Westport, CT

2016 Toyota Avalon XLE Premium

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

2016 Toyota Avalon XLE Premium

Westport, CT

Unscored
$15,175131,070 mi

Comparison: 12 similar vehicles

Westport, CT

2018 Honda Clarity Base

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

2018 Honda Clarity Base

Westport, CT

UnscoredInsufficient · 4
$15,69896,066 mi

Comparison: 4 similar vehicles

Westport, CT

2019 Land Rover Range Rover Evoque SE

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

2019 Land Rover Range Rover Evoque SE

Westport, CT

Unscored
$15,98353,212 mi

Comparison: 5 similar vehicles

Westport, CT

2018 Jeep Wrangler JK Unlimited Sport S

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

2018 Jeep Wrangler JK Unlimited Sport S

Westport, CT

Fair PriceLimited · 14
$16,00576,333 mi

Market: $13,495 – $18,686

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Westport, CT

2020 Chrysler Voyager LX

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

2020 Chrysler Voyager LX

Westport, CT

Unscored
$16,08964,020 mi

Comparison: 7 similar vehicles

Westport, CT

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

Westport, CT

OverpricedLimited · 16
$16,17265,968 mi

Market: $7,400 – $15,998

Comparison: 16 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Westport, CT

2018 Mercedes-Benz GLC GLC300

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

2018 Mercedes-Benz GLC GLC300

Westport, CT

Fair PriceModerate · 27
$16,17381,257 mi

Market: $12,295 – $26,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Westport, CT

2019 Jeep Cherokee Latitude Plus

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

2019 Jeep Cherokee Latitude Plus

Westport, CT

UnscoredInsufficient · 3
$16,39456,063 mi

Comparison: 3 similar vehicles

Westport, CT

2015 Mercedes-Benz M-Class ML350

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

2015 Mercedes-Benz M-Class ML350

Westport, CT

UnscoredInsufficient · 0
$16,49722,025 mi

Westport, CT

2018 GMC Terrain Denali

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

2018 GMC Terrain Denali

Westport, CT

UnscoredInsufficient · 4
$16,50077,931 mi

Comparison: 4 similar vehicles

Westport, CT

2017 Jeep Wrangler Unlimited Sport S

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

2017 Jeep Wrangler Unlimited Sport S

Westport, CT

Fair PriceModerate · 26
$16,67577,950 mi

Market: $11,977 – $17,995

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Westport, CT

2018 Honda HR-V EX-L

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

2018 Honda HR-V EX-L

Westport, CT

Unscored
$16,698125,612 mi

Comparison: 6 similar vehicles

Westport, CT

2018 Subaru Impreza Base

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

2018 Subaru Impreza Base

Westport, CT

UnscoredInsufficient · 4
$16,69856,795 mi

Comparison: 4 similar vehicles

Westport, CT

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Westport, CT

Fair PriceRobust · 66
$16,73959,308 mi

Market: $13,499 – $18,894

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Westport, CT

2020 Subaru Legacy Premium

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

2020 Subaru Legacy Premium

Westport, CT

Fair PriceModerate · 32
$16,76886,966 mi

Market: $8,995 – $18,748

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Westport, CT

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Westport, CT

Fair PriceModerate · 21
$16,98480,668 mi

Market: $13,445 – $22,895

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Westport, CT

2022 Volkswagen Taos S

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

2022 Volkswagen Taos S

Westport, CT

UnscoredInsufficient · 0
$17,00521,937 mi

Westport, CT

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Westport, CT

Unscored
$17,33665,360 mi

Comparison: 9 similar vehicles

Westport, CT

2021 Jeep Grand Cherokee Laredo X

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

2021 Jeep Grand Cherokee Laredo X

Westport, CT

Fair PriceModerate · 29
$17,50089,697 mi

Market: $12,295 – $23,999

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Westport, CT

2019 Mercedes-Benz E-Class E300

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

2019 Mercedes-Benz E-Class E300

Westport, CT

Fair PriceLimited · 12
$17,680109,974 mi

Market: $14,545 – $25,213

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Westport, CT

2019 Honda Civic Hatchback Sport

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

2019 Honda Civic Hatchback Sport

Westport, CT

UnscoredInsufficient · 0
$17,70757,712 mi

Westport, CT

2018 Audi Q5 Prestige

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

2018 Audi Q5 Prestige

Westport, CT

Fair PriceModerate · 24
$17,89576,959 mi

Market: $13,499 – $20,480

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Westport, CT

2018 Toyota Sienna LE

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

2018 Toyota Sienna LE

Westport, CT

UnscoredInsufficient · 3
$17,964132,909 mi

Comparison: 3 similar vehicles

Westport, CT

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 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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