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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 2, 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

320 listings found

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Rockland, MA

Unscored
$3,095230,000 mi

Comparison: 7 similar vehicles

Rockland, MA

2011 Mazda CX-9 Touring

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

2011 Mazda CX-9 Touring

Rockland, MA

Unscored
$3,895191,275 mi

Comparison: 6 similar vehicles

Rockland, MA

2013 Scion tC Base

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

2013 Scion tC Base

Rockland, MA

UnscoredInsufficient · 3
$4,195193,940 mi

Comparison: 3 similar vehicles

Rockland, MA

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Rockland, MA

Unscored
$4,79076,500 mi

Comparison: 5 similar vehicles

Rockland, MA

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Rockland, MA

UnscoredInsufficient · 3
$4,995107,335 mi

Comparison: 3 similar vehicles

Rockland, MA

2009 BMW 3 Series 328xi

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

2009 BMW 3 Series 328xi

Rockland, MA

UnscoredInsufficient · 4
$5,890141,221 mi

Comparison: 4 similar vehicles

Rockland, MA

2011 Jeep Grand Cherokee Limited

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

2011 Jeep Grand Cherokee Limited

Rockland, MA

Unscored
$6,495150,372 mi

Comparison: 12 similar vehicles

Rockland, MA

2007 Jeep Wrangler X

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

2007 Jeep Wrangler X

Rockland, MA

Unscored
$6,495180,000 mi

Comparison: 5 similar vehicles

Rockland, MA

2015 Jeep Grand Cherokee Altitude

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

2015 Jeep Grand Cherokee Altitude

Rockland, MA

Unscored
$6,995180,500 mi

Comparison: 8 similar vehicles

Rockland, MA

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Rockland, MA

Fair PriceLimited · 16
$6,995116,000 mi

Market: $6,500 – $11,134

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Rockland, MA

2012 Volkswagen GTI Base

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

2012 Volkswagen GTI Base

Rockland, MA

Unscored
$7,00087,200 mi

Comparison: 8 similar vehicles

Rockland, MA

2018 Ford Ecosport SES

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

2018 Ford Ecosport SES

Rockland, MA

UnscoredInsufficient · 3
$7,250122,773 mi

Comparison: 3 similar vehicles

Rockland, MA

2015 Ford Explorer XLT

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

2015 Ford Explorer XLT

Rockland, MA

Unscored
$7,295146,800 mi

Comparison: 8 similar vehicles

Rockland, MA

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Rockland, MA

Unscored
$7,295103,464 mi

Comparison: 6 similar vehicles

Rockland, MA

2013 Jeep Wrangler Unlimited Sport

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

2013 Jeep Wrangler Unlimited Sport

Rockland, MA

Unscored
$7,495128,953 mi

Comparison: 17 similar vehicles

Rockland, MA

2016 Subaru Impreza Sport Limited

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

2016 Subaru Impreza Sport Limited

Rockland, MA

Unscored
$7,990142,472 mi

Comparison: 15 similar vehicles

Rockland, MA

2015 Audi A8 Base

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

2015 Audi A8 Base

Rockland, MA

Unscored
$7,995161,800 mi

Comparison: 6 similar vehicles

Rockland, MA

2009 Honda Ridgeline RT

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

2009 Honda Ridgeline RT

Rockland, MA

UnscoredInsufficient · 0
$8,095158,000 mi

Rockland, MA

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Rockland, MA

Fair PriceLimited · 12
$8,34085,927 mi

Market: $4,100 – $10,590

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Rockland, MA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Rockland, MA

Fair PriceModerate · 29
$8,49593,000 mi

Market: $5,550 – $11,988

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Rockland, MA

2012 Honda Accord SE

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

2012 Honda Accord SE

Rockland, MA

Unscored
$8,595105,656 mi

Comparison: 9 similar vehicles

Rockland, MA

2007 Lexus IS 250

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

2007 Lexus IS 250

Rockland, MA

UnscoredInsufficient · 3
$8,775107,887 mi

Comparison: 3 similar vehicles

Rockland, MA

2018 Hyundai Elantra Sport

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

2018 Hyundai Elantra Sport

Rockland, MA

UnscoredInsufficient · 4
$8,895109,500 mi

Comparison: 4 similar vehicles

Rockland, MA

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Rockland, MA

Fair PriceModerate · 32
$8,985107,943 mi

Market: $5,688 – $10,995

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 129 days listed (based on current market benchmarks)

Rockland, MA

2015 Chevrolet Express Cargo Work Van

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

2015 Chevrolet Express Cargo Work Van

Rockland, MA

Unscored
$8,990181,047 mi

Comparison: 6 similar vehicles

Rockland, MA

2010 Toyota Camry LE

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

2010 Toyota Camry LE

Rockland, MA

Fair PriceModerate · 20
$8,990103,944 mi

Market: $4,000 – $10,120

Comparison: 20 similar vehicles

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

Rockland, MA

2013 Honda CR-V EX-L

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

2013 Honda CR-V EX-L

Rockland, MA

Unscored
$8,995162,040 mi

Comparison: 18 similar vehicles

Rockland, MA

2011 Toyota Venza Base

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

2011 Toyota Venza Base

Rockland, MA

Unscored
$8,995133,500 mi

Comparison: 5 similar vehicles

Rockland, MA

2012 Land Rover LR4 Base

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

2012 Land Rover LR4 Base

Rockland, MA

Unscored
$9,09597,216 mi

Comparison: 5 similar vehicles

Rockland, MA

2020 MINI Hardtop 4 Door Base

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

2020 MINI Hardtop 4 Door Base

Rockland, MA

UnscoredInsufficient · 0
$9,495116,376 mi

Rockland, MA

2016 Chevrolet Suburban LT

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

2016 Chevrolet Suburban LT

Rockland, MA

UnscoredInsufficient · 4
$9,495214,971 mi

Comparison: 4 similar vehicles

Rockland, MA

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Rockland, MA

Unscored
$9,98577,734 mi

Comparison: 8 similar vehicles

Rockland, MA

2015 Toyota Camry SE

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

2015 Toyota Camry SE

Rockland, MA

Unscored
$9,990140,945 mi

Comparison: 8 similar vehicles

Rockland, MA

2014 BMW X1 28i

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

2014 BMW X1 28i

Rockland, MA

Fair PriceModerate · 23
$9,99070,084 mi

Market: $5,200 – $12,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Rockland, MA

2013 Honda Pilot LX

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

2013 Honda Pilot LX

Rockland, MA

Unscored
$9,990129,031 mi

Comparison: 12 similar vehicles

Rockland, MA

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

Rockland, MA

UnscoredInsufficient · 4
$9,99090,152 mi

Comparison: 4 similar vehicles

Rockland, MA

2019 Subaru Crosstrek Premium

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

2019 Subaru Crosstrek Premium

Rockland, MA

Unscored
$9,995150,695 mi

Comparison: 18 similar vehicles

Rockland, MA

2016 Nissan Rogue SL

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

2016 Nissan Rogue SL

Rockland, MA

Fair PriceModerate · 48
$9,99581,055 mi

Market: $6,995 – $14,900

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Rockland, MA

1989 Chevrolet Corvette

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

1989 Chevrolet Corvette

Rockland, MA

UnscoredInsufficient · 0
$9,99563,000 mi

Rockland, MA

2018 Jeep Compass Sport

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

2018 Jeep Compass Sport

Rockland, MA

Fair PriceLimited · 16
$10,395101,208 mi

Market: $8,144 – $14,675

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 225 days listed (based on current market benchmarks)

Rockland, MA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Rockland, MA

UnscoredInsufficient · 0
$10,82044,357 mi

Rockland, 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

Rockland, MA

Unscored
$10,965131,902 mi

Comparison: 34 similar vehicles

Rockland, MA

2012 Volvo XC60 3.2 Premier Plus

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

2012 Volvo XC60 3.2 Premier Plus

Rockland, MA

UnscoredInsufficient · 0
$10,99069,492 mi

Rockland, MA

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Rockland, MA

Fair PriceModerate · 24
$10,99090,911 mi

Market: $7,266 – $14,890

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Rockland, MA

2010 Honda Accord LX

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

2010 Honda Accord LX

Rockland, MA

UnscoredInsufficient · 0
$10,99053,895 mi

Rockland, MA

2009 Cadillac Escalade ESV Base

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

2009 Cadillac Escalade ESV Base

Rockland, MA

UnscoredInsufficient · 0
$10,99095,802 mi

Rockland, MA

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Rockland, MA

Unscored
$10,995122,000 mi

Comparison: 18 similar vehicles

Rockland, MA

2014 Toyota Corolla S Plus

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

2014 Toyota Corolla S Plus

Rockland, MA

Unscored
$11,49096,774 mi

Comparison: 5 similar vehicles

Rockland, MA

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

Rockland, MA

Unscored
$11,990159,961 mi

Comparison: 27 similar vehicles

Rockland, MA

2011 Jeep Wrangler Unlimited 70th Anniversary

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

2011 Jeep Wrangler Unlimited 70th Anniversary

Rockland, MA

UnscoredInsufficient · 0
$11,995109,937 mi

Rockland, 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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