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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

1,103 listings found

2005 Toyota Corolla LE

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

2005 Toyota Corolla LE

Woburn, MA

Unscored
$3,87585,226 mi

Comparison: 7 similar vehicles

Woburn, MA

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Woburn, MA

Unscored
$3,990169,240 mi

Comparison: 13 similar vehicles

Woburn, MA

2010 Mazda MAZDA3 s Sport

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

2010 Mazda MAZDA3 s Sport

Woburn, MA

Unscored
$3,990117,306 mi

Comparison: 7 similar vehicles

Woburn, MA

2008 Mazda MAZDA3 i

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

2008 Mazda MAZDA3 i

Woburn, MA

UnscoredInsufficient · 4
$4,299166,640 mi

Comparison: 4 similar vehicles

Woburn, MA

2010 Honda CR-V EX

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

2010 Honda CR-V EX

Woburn, MA

Unscored
$4,800181,832 mi

Comparison: 6 similar vehicles

Woburn, MA

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Woburn, MA

UnscoredInsufficient · 0
$4,995158,772 mi

Woburn, MA

2018 Ford Focus SE

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

2018 Ford Focus SE

Woburn, MA

Unscored
$4,999116,615 mi

Comparison: 6 similar vehicles

Woburn, MA

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Woburn, MA

Unscored
$5,475172,043 mi

Comparison: 19 similar vehicles

Woburn, MA

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Woburn, MA

UnscoredInsufficient · 3
$5,495135,179 mi

Comparison: 3 similar vehicles

Woburn, MA

2010 Honda Odyssey EX-L

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

2010 Honda Odyssey EX-L

Woburn, MA

UnscoredInsufficient · 4
$5,500147,890 mi

Comparison: 4 similar vehicles

Woburn, MA

2014 Mazda CX-5 Sport

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

2014 Mazda CX-5 Sport

Woburn, MA

Unscored
$5,990179,285 mi

Comparison: 5 similar vehicles

Woburn, MA

2010 Honda Civic LX

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

2010 Honda Civic LX

Woburn, MA

Fair PriceLimited · 11
$6,100110,650 mi

Market: $3,999 – $9,390

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Woburn, MA

2012 Toyota Prius Three

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

2012 Toyota Prius Three

Woburn, MA

Unscored
$6,200144,520 mi

Comparison: 5 similar vehicles

Woburn, MA

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Woburn, MA

Unscored
$6,20072,366 mi

Comparison: 7 similar vehicles

Woburn, MA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Woburn, MA

Unscored
$6,399131,131 mi

Comparison: 11 similar vehicles

Woburn, MA

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Woburn, MA

Unscored
$6,575127,208 mi

Comparison: 43 similar vehicles

Woburn, MA

2016 Nissan Versa Note SV

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

2016 Nissan Versa Note SV

Woburn, MA

UnscoredInsufficient · 4
$6,70091,915 mi

Comparison: 4 similar vehicles

Woburn, MA

2015 Honda Fit EX-L

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

2015 Honda Fit EX-L

Woburn, MA

Unscored
$6,799159,105 mi

Comparison: 5 similar vehicles

Woburn, MA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Woburn, MA

Unscored
$6,995122,025 mi

Comparison: 31 similar vehicles

Woburn, MA

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Woburn, MA

Unscored
$6,999154,044 mi

Comparison: 19 similar vehicles

Woburn, MA

2011 Honda CR-V EX

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

2011 Honda CR-V EX

Woburn, MA

Unscored
$7,400158,609 mi

Comparison: 13 similar vehicles

Woburn, MA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Woburn, MA

Unscored
$7,600168,000 mi

Comparison: 104 similar vehicles

Woburn, MA

2015 Hyundai Santa Fe Sport 2.0T

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

2015 Hyundai Santa Fe Sport 2.0T

Woburn, MA

Unscored
$7,849121,914 mi

Comparison: 7 similar vehicles

Woburn, MA

2014 Honda Pilot EX

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

2014 Honda Pilot EX

Woburn, MA

UnscoredInsufficient · 3
$7,999140,968 mi

Comparison: 3 similar vehicles

Woburn, MA

2008 Mercury Grand Marquis GS

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

2008 Mercury Grand Marquis GS

Woburn, MA

Unscored
$8,49565,373 mi

Comparison: 7 similar vehicles

Woburn, MA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Woburn, MA

Unscored
$8,798124,300 mi

Comparison: 13 similar vehicles

Woburn, MA

2015 Nissan Murano S

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

2015 Nissan Murano S

Woburn, MA

UnscoredInsufficient · 0
$9,98350,364 mi

Woburn, MA

2015 Subaru Forester i Premium

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

2015 Subaru Forester i Premium

Woburn, MA

Fair PriceModerate · 33
$9,99594,020 mi

Market: $4,490 – $13,998

Comparison: 33 similar vehicles

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

Woburn, MA

2015 Mazda CX-5 Touring

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

2015 Mazda CX-5 Touring

Woburn, MA

Unscored
$9,995132,023 mi

Comparison: 9 similar vehicles

Woburn, MA

2011 Porsche Cayenne Base

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

2011 Porsche Cayenne Base

Woburn, MA

UnscoredInsufficient · 3
$9,995113,563 mi

Comparison: 3 similar vehicles

Woburn, MA

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Woburn, MA

Unscored
$9,995136,870 mi

Comparison: 5 similar vehicles

Woburn, MA

2018 Chevrolet Traverse 1LT

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

2018 Chevrolet Traverse 1LT

Woburn, MA

Unscored
$10,300122,146 mi

Comparison: 9 similar vehicles

Woburn, MA

2015 Chrysler Town & Country Touring

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

2015 Chrysler Town & Country Touring

Woburn, MA

Fair PriceLimited · 18
$10,99586,250 mi

Market: $6,490 – $10,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Woburn, MA

2013 Toyota RAV4 XLE

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

2013 Toyota RAV4 XLE

Woburn, MA

Unscored
$11,499125,093 mi

Comparison: 45 similar vehicles

Woburn, MA

2019 Nissan Murano SL

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

2019 Nissan Murano SL

Woburn, MA

Unscored
$11,995122,307 mi

Comparison: 8 similar vehicles

Woburn, MA

2010 Toyota Highlander SE

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

2010 Toyota Highlander SE

Woburn, MA

Unscored
$11,999112,813 mi

Comparison: 9 similar vehicles

Woburn, MA

2014 Chevrolet Express Cargo Work Van

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

2014 Chevrolet Express Cargo Work Van

Woburn, MA

Fair PriceLimited · 12
$12,99590,921 mi

Market: $5,995 – $19,499

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Woburn, MA

2023 Kia Soul LX

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

2023 Kia Soul LX

Woburn, MA

Unscored
$13,39871,160 mi

Comparison: 5 similar vehicles

Woburn, MA

2021 Jeep Renegade Latitude

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

2021 Jeep Renegade Latitude

Woburn, MA

UnscoredInsufficient · 4
$13,67278,341 mi

Comparison: 4 similar vehicles

Woburn, MA

2021 Subaru Crosstrek Premium

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

2021 Subaru Crosstrek Premium

Woburn, MA

Unscored
$13,995113,437 mi

Comparison: 35 similar vehicles

Woburn, MA

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Woburn, MA

Unscored
$13,995132,870 mi

Comparison: 15 similar vehicles

Woburn, MA

2016 Jeep Wrangler Unlimited Sport

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

2016 Jeep Wrangler Unlimited Sport

Woburn, MA

UnscoredInsufficient · 4
$13,995100,431 mi

Comparison: 4 similar vehicles

Woburn, MA

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Woburn, MA

Fair PriceLimited · 15
$14,172106,248 mi

Market: $7,500 – $17,998

Comparison: 15 similar vehicles

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

Woburn, MA

2018 Subaru Forester Premium

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

2018 Subaru Forester Premium

Woburn, MA

Fair PriceRobust · 52
$14,49587,258 mi

Market: $10,498 – $21,295

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Woburn, MA

2024 Nissan Versa Sedan SV

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

2024 Nissan Versa Sedan SV

Woburn, MA

Fair PriceLimited · 10
$14,89877,050 mi

Market: $13,021 – $15,672

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Woburn, MA

2016 Toyota RAV4 LE

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

2016 Toyota RAV4 LE

Woburn, MA

UnscoredInsufficient · 0
$14,99951,423 mi

Woburn, MA

2020 Kia FORTE LXS

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

2020 Kia FORTE LXS

Woburn, MA

UnscoredInsufficient · 0
$15,00529,516 mi

Woburn, MA

2017 Jeep Grand Cherokee Laredo

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

2017 Jeep Grand Cherokee Laredo

Woburn, MA

UnscoredInsufficient · 3
$15,20572,817 mi

Comparison: 3 similar vehicles

Woburn, MA

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Woburn, MA

OverpricedLimited · 13
$15,67264,119 mi

Market: $8,995 – $13,195

Comparison: 13 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Woburn, MA

2023 Nissan Leaf S

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

2023 Nissan Leaf S

Woburn, MA

Unscored
$15,78221,725 mi

Comparison: 8 similar vehicles

Woburn, 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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