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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 October 31, 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

220 listings found

2010 Suzuki SX4 Sedan LE

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

2010 Suzuki SX4 Sedan LE

Dracut, MA

UnscoredInsufficient · 0
$2,995140,490 mi

Dracut, MA

2009 Subaru Impreza 2.5i

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

2009 Subaru Impreza 2.5i

Dracut, MA

UnscoredInsufficient · 4
$3,495185,548 mi

Comparison: 4 similar vehicles

Dracut, MA

2010 Nissan Sentra S

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

2010 Nissan Sentra S

Dracut, MA

Unscored
$3,750158,093 mi

Comparison: 6 similar vehicles

Dracut, MA

2015 Ford Escape SE

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

2015 Ford Escape SE

Dracut, MA

Unscored
$3,995217,345 mi

Comparison: 12 similar vehicles

Dracut, MA

2012 Ford Focus SE

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

2012 Ford Focus SE

Dracut, MA

Unscored
$3,995170,914 mi

Comparison: 6 similar vehicles

Dracut, MA

2011 Kia Soul Base

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

2011 Kia Soul Base

Dracut, MA

UnscoredInsufficient · 4
$3,995164,179 mi

Comparison: 4 similar vehicles

Dracut, MA

2009 Mitsubishi Outlander ES

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

2009 Mitsubishi Outlander ES

Dracut, MA

UnscoredInsufficient · 0
$3,995149,179 mi

Dracut, MA

2002 Toyota Highlander Limited

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

2002 Toyota Highlander Limited

Dracut, MA

UnscoredInsufficient · 0
$3,995180,143 mi

Dracut, MA

2011 Kia Rio LX

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

2011 Kia Rio LX

Dracut, MA

UnscoredInsufficient · 0
$4,495142,987 mi

Dracut, MA

2008 Acura MDX Technology Package

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

2008 Acura MDX Technology Package

Dracut, MA

Unscored
$4,495194,686 mi

Comparison: 7 similar vehicles

Dracut, MA

2016 Subaru Legacy 2.5i Premium

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

2016 Subaru Legacy 2.5i Premium

Dracut, MA

UnscoredInsufficient · 3
$4,995235,297 mi

Comparison: 3 similar vehicles

Dracut, MA

2015 Ford Focus S

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

2015 Ford Focus S

Dracut, MA

UnscoredInsufficient · 3
$4,995154,328 mi

Comparison: 3 similar vehicles

Dracut, MA

2015 Kia Soul Base

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

2015 Kia Soul Base

Dracut, MA

UnscoredInsufficient · 3
$4,995206,298 mi

Comparison: 3 similar vehicles

Dracut, MA

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Dracut, MA

UnscoredInsufficient · 3
$4,995126,117 mi

Comparison: 3 similar vehicles

Dracut, MA

2012 GMC Terrain SLE-1

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

2012 GMC Terrain SLE-1

Dracut, MA

UnscoredInsufficient · 4
$4,995196,215 mi

Comparison: 4 similar vehicles

Dracut, MA

2012 Honda Civic LX

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

2012 Honda Civic LX

Dracut, MA

Unscored
$4,995Mileage not verified

Comparison: 30 similar vehicles

Dracut, MA

2012 Hyundai Sonata GLS

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

2012 Hyundai Sonata GLS

Dracut, MA

Unscored
$4,995148,284 mi

Comparison: 9 similar vehicles

Dracut, MA

2011 MINI Cooper Base

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

2011 MINI Cooper Base

Dracut, MA

UnscoredInsufficient · 3
$4,995144,818 mi

Comparison: 3 similar vehicles

Dracut, MA

2007 Acura MDX Base

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

2007 Acura MDX Base

Dracut, MA

UnscoredInsufficient · 4
$4,995208,483 mi

Comparison: 4 similar vehicles

Dracut, MA

1994 Cadillac Eldorado

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

1994 Cadillac Eldorado

Dracut, MA

UnscoredInsufficient · 0
$4,995115,170 mi

Dracut, MA

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Dracut, MA

UnscoredInsufficient · 3
$5,495159,124 mi

Comparison: 3 similar vehicles

Dracut, MA

2012 Nissan Altima S

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

2012 Nissan Altima S

Dracut, MA

UnscoredInsufficient · 4
$5,798142,572 mi

Comparison: 4 similar vehicles

Dracut, MA

2015 Audi A3 Cabriolet Premium Plus

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

2015 Audi A3 Cabriolet Premium Plus

Dracut, MA

Unscored
$5,99570,712 mi

Comparison: 5 similar vehicles

Dracut, 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

Dracut, MA

Unscored
$5,995220,050 mi

Comparison: 14 similar vehicles

Dracut, MA

2014 Subaru Forester i

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

2014 Subaru Forester i

Dracut, MA

Unscored
$5,995153,218 mi

Comparison: 26 similar vehicles

Dracut, MA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Dracut, MA

UnscoredInsufficient · 3
$5,995147,435 mi

Comparison: 3 similar vehicles

Dracut, MA

2012 Acura TL Technology Package

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

2012 Acura TL Technology Package

Dracut, MA

Unscored
$5,995224,983 mi

Comparison: 9 similar vehicles

Dracut, MA

2012 Nissan Altima

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

2012 Nissan Altima

Dracut, MA

UnscoredInsufficient · 0
$5,995114,474 mi

Dracut, MA

2012 Chevrolet Captiva Sport LT

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

2012 Chevrolet Captiva Sport LT

Dracut, MA

UnscoredInsufficient · 0
$5,995134,175 mi

Dracut, MA

2012 Nissan Armada Platinum

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

2012 Nissan Armada Platinum

Dracut, MA

UnscoredInsufficient · 0
$5,995182,614 mi

Dracut, MA

2012 Hyundai Tucson Limited

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

2012 Hyundai Tucson Limited

Dracut, MA

Unscored
$5,995153,203 mi

Comparison: 12 similar vehicles

Dracut, MA

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Dracut, MA

Fair PriceLimited · 12
$5,995118,221 mi

Market: $2,900 – $8,300

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Dracut, MA

2009 Honda Accord EX

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

2009 Honda Accord EX

Dracut, MA

Unscored
$5,995159,542 mi

Comparison: 16 similar vehicles

Dracut, MA

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Dracut, MA

Unscored
$5,995186,431 mi

Comparison: 6 similar vehicles

Dracut, MA

2008 Honda Ridgeline RTL

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

2008 Honda Ridgeline RTL

Dracut, MA

UnscoredInsufficient · 3
$6,495191,555 mi

Comparison: 3 similar vehicles

Dracut, MA

2013 Mazda MAZDA3 i Touring

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

2013 Mazda MAZDA3 i Touring

Dracut, MA

UnscoredInsufficient · 0
$6,79511,395 mi

Dracut, MA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Dracut, MA

Unscored
$6,995128,920 mi

Comparison: 6 similar vehicles

Dracut, MA

2011 Toyota Tacoma Base

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

2011 Toyota Tacoma Base

Dracut, MA

Unscored
$6,995281,240 mi

Comparison: 14 similar vehicles

Dracut, MA

2011 Volkswagen GTI Base

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

2011 Volkswagen GTI Base

Dracut, MA

UnscoredInsufficient · 0
$7,698137,611 mi

Dracut, MA

2015 Nissan Rogue Select S

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

2015 Nissan Rogue Select S

Dracut, MA

UnscoredInsufficient · 4
$7,798107,759 mi

Comparison: 4 similar vehicles

Dracut, MA

2015 Jeep Compass Latitude

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

2015 Jeep Compass Latitude

Dracut, MA

Unscored
$7,995105,176 mi

Comparison: 9 similar vehicles

Dracut, MA

1989 Lincoln Town Car

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

1989 Lincoln Town Car

Dracut, MA

UnscoredInsufficient · 0
$7,99566,718 mi

Dracut, MA

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Dracut, MA

UnscoredInsufficient · 4
$7,998126,411 mi

Comparison: 4 similar vehicles

Dracut, MA

2007 Chevrolet Colorado LT

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

2007 Chevrolet Colorado LT

Dracut, MA

UnscoredInsufficient · 3
$8,495109,258 mi

Comparison: 3 similar vehicles

Dracut, MA

2013 Subaru Impreza 2.0I

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

2013 Subaru Impreza 2.0I

Dracut, MA

Fair PriceLimited · 16
$8,49896,355 mi

Market: $3,295 – $9,688

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 88 days listed (based on current market benchmarks)

Dracut, MA

2012 Honda Accord LX

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

2012 Honda Accord LX

Dracut, MA

Unscored
$8,498142,481 mi

Comparison: 16 similar vehicles

Dracut, MA

2017 Jeep Compass Sport SE

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

2017 Jeep Compass Sport SE

Dracut, MA

UnscoredInsufficient · 3
$8,98093,445 mi

Comparison: 3 similar vehicles

Dracut, MA

2017 Chevrolet Trax LS

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

2017 Chevrolet Trax LS

Dracut, MA

Unscored
$8,99592,828 mi

Comparison: 7 similar vehicles

Dracut, MA

2014 Toyota Corolla LE

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

2014 Toyota Corolla LE

Dracut, MA

Unscored
$8,995131,130 mi

Comparison: 42 similar vehicles

Dracut, MA

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Dracut, MA

UnscoredInsufficient · 3
$8,998112,744 mi

Comparison: 3 similar vehicles

Dracut, 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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