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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 8, 2026

7.3M+

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

700 listings found

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Kingston, MA

Unscored
$3,495255,326 mi

Comparison: 20 similar vehicles

Kingston, MA

2008 Toyota Avalon XLS

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

2008 Toyota Avalon XLS

Kingston, MA

UnscoredInsufficient · 0
$4,995158,190 mi

Kingston, MA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Kingston, MA

Unscored
$7,995140,517 mi

Comparison: 5 similar vehicles

Kingston, MA

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Kingston, MA

Unscored
$7,99593,813 mi

Comparison: 7 similar vehicles

Kingston, MA

2014 Toyota Camry LE

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

2014 Toyota Camry LE

Kingston, MA

Unscored
$8,495183,929 mi

Comparison: 8 similar vehicles

Kingston, MA

2013 Toyota Corolla S

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

2013 Toyota Corolla S

Kingston, MA

Unscored
$8,895160,656 mi

Comparison: 16 similar vehicles

Kingston, MA

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Kingston, MA

Unscored
$8,995144,158 mi

Comparison: 8 similar vehicles

Kingston, MA

2008 Toyota Tundra SR5

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

2008 Toyota Tundra SR5

Kingston, MA

UnscoredInsufficient · 4
$8,995172,949 mi

Comparison: 4 similar vehicles

Kingston, MA

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Kingston, MA

UnscoredInsufficient · 0
$8,99543,333 mi

Kingston, MA

2010 Lexus HS Premium

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

2010 Lexus HS Premium

Kingston, MA

Unscored
$9,995117,693 mi

Comparison: 5 similar vehicles

Kingston, MA

2017 Honda HR-V LX

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

2017 Honda HR-V LX

Kingston, MA

Unscored
$10,500120,009 mi

Comparison: 20 similar vehicles

Kingston, MA

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Kingston, MA

UnscoredInsufficient · 3
$10,90083,743 mi

Comparison: 3 similar vehicles

Kingston, MA

2016 Volkswagen Passat S

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

2016 Volkswagen Passat S

Kingston, MA

UnscoredInsufficient · 4
$10,99569,986 mi

Comparison: 4 similar vehicles

Kingston, MA

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Kingston, MA

Unscored
$11,295151,686 mi

Comparison: 11 similar vehicles

Kingston, MA

2015 Nissan Rogue S

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

2015 Nissan Rogue S

Kingston, MA

Fair PriceModerate · 28
$11,58692,600 mi

Market: $4,999 – $12,000

Comparison: 28 similar vehicles

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

Kingston, MA

2016 Toyota Highlander XLE

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

2016 Toyota Highlander XLE

Kingston, MA

Unscored
$11,995188,519 mi

Comparison: 8 similar vehicles

Kingston, MA

2013 Lexus GS 350

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

2013 Lexus GS 350

Kingston, MA

Unscored
$11,995170,164 mi

Comparison: 7 similar vehicles

Kingston, MA

2009 Toyota RAV4 Limited

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

2009 Toyota RAV4 Limited

Kingston, MA

Unscored
$11,99570,455 mi

Comparison: 9 similar vehicles

Kingston, MA

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Kingston, MA

UnscoredInsufficient · 0
$12,48526,214 mi

Kingston, MA

2020 Ford Escape SE

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

2020 Ford Escape SE

Kingston, MA

Fair PriceLimited · 11
$12,90090,000 mi

Market: $10,216 – $18,455

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Kingston, MA

2019 RAM ProMaster Cargo Van Base

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

2019 RAM ProMaster Cargo Van Base

Kingston, MA

Unscored
$13,900140,146 mi

Comparison: 9 similar vehicles

Kingston, MA

2008 Toyota FJ Cruiser Base

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

2008 Toyota FJ Cruiser Base

Kingston, MA

Unscored
$13,995174,474 mi

Comparison: 10 similar vehicles

Kingston, MA

2017 Toyota Tundra SR5

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

2017 Toyota Tundra SR5

Kingston, MA

Unscored
$14,995224,471 mi

Comparison: 47 similar vehicles

Kingston, MA

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Kingston, MA

Fair PriceRobust · 59
$16,48587,006 mi

Market: $9,500 – $19,645

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Kingston, MA

2017 Nissan Murano SL

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

2017 Nissan Murano SL

Kingston, MA

Unscored
$16,48567,669 mi

Comparison: 9 similar vehicles

Kingston, MA

2016 Chevrolet Colorado Work Truck

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

2016 Chevrolet Colorado Work Truck

Kingston, MA

UnscoredInsufficient · 4
$16,52290,211 mi

Comparison: 4 similar vehicles

Kingston, MA

2016 Toyota Corolla S Plus

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

2016 Toyota Corolla S Plus

Kingston, MA

UnscoredInsufficient · 4
$16,595102,696 mi

Comparison: 4 similar vehicles

Kingston, MA

2016 Lexus RX 350

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

2016 Lexus RX 350

Kingston, MA

Unscored
$16,995168,061 mi

Comparison: 11 similar vehicles

Kingston, MA

2012 Jeep Wrangler Sahara

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

2012 Jeep Wrangler Sahara

Kingston, MA

Unscored
$16,99579,863 mi

Comparison: 6 similar vehicles

Kingston, MA

2019 Nissan Murano SL

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

2019 Nissan Murano SL

Kingston, MA

Fair PriceModerate · 22
$17,08595,543 mi

Market: $11,770 – $17,999

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Kingston, MA

2018 Chevrolet Traverse 3LT

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

2018 Chevrolet Traverse 3LT

Kingston, MA

UnscoredInsufficient · 4
$17,59292,212 mi

Comparison: 4 similar vehicles

Kingston, MA

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Kingston, MA

Unscored
$17,59598,174 mi

Comparison: 5 similar vehicles

Kingston, MA

2020 Hyundai Tucson SE

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

2020 Hyundai Tucson SE

Kingston, MA

UnscoredInsufficient · 3
$17,59781,350 mi

Comparison: 3 similar vehicles

Kingston, MA

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

Kingston, MA

UnscoredInsufficient · 4
$17,99590,896 mi

Comparison: 4 similar vehicles

Kingston, MA

2015 Jeep Wrangler Sport

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

2015 Jeep Wrangler Sport

Kingston, MA

Unscored
$17,99577,983 mi

Comparison: 7 similar vehicles

Kingston, MA

2013 Lexus ES 300h

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

2013 Lexus ES 300h

Kingston, MA

UnscoredInsufficient · 0
$17,99557,588 mi

Kingston, MA

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Kingston, MA

Unscored
$18,08593,526 mi

Comparison: 5 similar vehicles

Kingston, MA

2022 Nissan Rogue SV

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

2022 Nissan Rogue SV

Kingston, MA

Fair PriceRobust · 70
$18,11871,905 mi

Market: $10,414 – $20,617

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 93 days listed (based on current market benchmarks)

Kingston, MA

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Kingston, MA

Unscored
$18,48670,692 mi

Comparison: 6 similar vehicles

Kingston, MA

2016 Jeep Wrangler Sahara

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

2016 Jeep Wrangler Sahara

Kingston, MA

Fair PriceLimited · 11
$18,49598,956 mi

Market: $12,800 – $20,988

Comparison: 11 similar vehicles

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

Kingston, MA

2015 Toyota Sequoia Platinum

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

2015 Toyota Sequoia Platinum

Kingston, MA

UnscoredInsufficient · 0
$18,495186,407 mi

Kingston, MA

2021 Jeep Cherokee Trailhawk

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

2021 Jeep Cherokee Trailhawk

Kingston, MA

Fair PriceLimited · 14
$18,58680,910 mi

Market: $12,700 – $21,826

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Kingston, MA

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Kingston, MA

Fair PriceLimited · 10
$18,90039,705 mi

Market: $18,026 – $19,998

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Kingston, MA

2017 Jeep Wrangler Sport S

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

2017 Jeep Wrangler Sport S

Kingston, MA

Fair PriceModerate · 25
$18,99599,982 mi

Market: $12,999 – $19,590

Comparison: 25 similar vehicles

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

Kingston, MA

2014 Jeep Wrangler Sport

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

2014 Jeep Wrangler Sport

Kingston, MA

Unscored
$18,99569,521 mi

Comparison: 9 similar vehicles

Kingston, MA

2020 Nissan Pathfinder SL

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

2020 Nissan Pathfinder SL

Kingston, MA

Fair PriceModerate · 38
$19,07282,688 mi

Market: $8,995 – $20,977

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Kingston, MA

2020 Nissan Murano Platinum

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

2020 Nissan Murano Platinum

Kingston, MA

Fair PriceModerate · 31
$19,08590,402 mi

Market: $13,995 – $20,063

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 160 days listed (based on current market benchmarks)

Kingston, MA

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Kingston, MA

Fair PriceModerate · 23
$19,37552,387 mi

Market: $13,995 – $30,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 73 days listed (based on current market benchmarks)

Kingston, MA

2019 Nissan Murano SV

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

2019 Nissan Murano SV

Kingston, MA

UnscoredInsufficient · 0
$19,38543,297 mi

Kingston, MA

2020 Nissan Murano SL

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

2020 Nissan Murano SL

Kingston, MA

Fair PriceModerate · 27
$19,47573,880 mi

Market: $14,999 – $20,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Kingston, MA

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 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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