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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 · October 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

256 listings found

2009 Honda Civic EX

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

2009 Honda Civic EX

Tilton, NH

UnscoredLimited · 9
$3,700166,000 mi

Comparison: 9 similar vehicles

Tilton, NH

2009 Mitsubishi Eclipse GS

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

2009 Mitsubishi Eclipse GS

Orange, MA

UnscoredInsufficient · 0
$4,495161,013 mi

Orange, MA

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Adams, MA

UnscoredInsufficient · 0
$6,299104,000 mi

Adams, MA

2015 Honda Civic LX

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

2015 Honda Civic LX

Manchester, NH

UnscoredLimited · 18
$6,995181,000 mi

Comparison: 18 similar vehicles

Manchester, NH

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Orange, MA

UnscoredInsufficient · 3
$7,695146,189 mi

Comparison: 3 similar vehicles

Orange, MA

2012 Honda Civic EX

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

2012 Honda Civic EX

Auburn, NH

UnscoredLimited · 11
$8,195137,706 mi

Comparison: 11 similar vehicles

Auburn, NH

2014 Chevrolet Camaro 1LS

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

2014 Chevrolet Camaro 1LS

Auburn, NH

UnscoredInsufficient · 0
$8,999150,585 mi

Auburn, NH

2011 Scion tC Base

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

2011 Scion tC Base

Hooksett, NH

UnscoredInsufficient · 0
$9,900110,204 mi

Hooksett, NH

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Manchester, NH

UnscoredInsufficient · 4
$9,90579,266 mi

Comparison: 4 similar vehicles

Manchester, NH

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Manchester, NH

UnscoredInsufficient · 3
$9,995104,000 mi

Comparison: 3 similar vehicles

Manchester, NH

2010 Mazda RX-8 Grand Touring

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

2010 Mazda RX-8 Grand Touring

Derry, NH

UnscoredInsufficient · 0
$10,500137,205 mi

Derry, NH

2015 BMW 4 Series 435i

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

2015 BMW 4 Series 435i

Hudson, NH

UnscoredLimited · 14
$10,600153,241 mi

Comparison: 14 similar vehicles

Hudson, NH

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Claremont, NH

UnscoredInsufficient · 3
$10,717168,894 mi

Comparison: 3 similar vehicles

Claremont, NH

2017 Honda Accord EX

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

2017 Honda Accord EX

Lancaster, MA

UnscoredLimited · 8
$10,994164,313 mi

Comparison: 8 similar vehicles

Lancaster, MA

2013 Honda Accord EX

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

2013 Honda Accord EX

Auburn, NH

UnscoredLimited · 6
$10,99582,452 mi

Comparison: 6 similar vehicles

Auburn, NH

2018 Honda Civic LX

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

2018 Honda Civic LX

Hartford, VT

Fair PriceModerate · 48
$11,50092,967 mi

Market: $8,995 – $19,900

Comparison: 48 similar vehicles

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

Hartford, VT

2014 INFINITI Q60 Coupe Base

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

2014 INFINITI Q60 Coupe Base

Athol, MA

Fair PriceLimited · 17
$11,995119,979 mi

Market: $7,950 – $18,650

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 439 days listed (based on current market benchmarks)

Athol, MA

2015 BMW 2 Series 228i

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

2015 BMW 2 Series 228i

Leominster, MA

Fair PriceLimited · 14
$12,51195,406 mi

Market: $7,298 – $17,998

Comparison: 14 similar vehicles

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

Leominster, MA

2014 Chevrolet Camaro 2LT

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

2014 Chevrolet Camaro 2LT

Manchester, NH

UnscoredInsufficient · 0
$12,995119,255 mi

Manchester, NH

2016 Honda Civic EX

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

2016 Honda Civic EX

Bennington, VT

UnscoredLimited · 8
$13,288107,368 mi

Comparison: 8 similar vehicles

Bennington, VT

2017 Honda Accord EX

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

2017 Honda Accord EX

Manchester, NH

UnscoredLimited · 12
$13,540128,317 mi

Comparison: 12 similar vehicles

Manchester, NH

2016 Honda Accord LX-S

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

2016 Honda Accord LX-S

Amherst, MA

UnscoredInsufficient · 3
$14,85064,000 mi

Comparison: 3 similar vehicles

Amherst, MA

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Fitchburg, MA

UnscoredInsufficient · 3
$14,980108,551 mi

Comparison: 3 similar vehicles

Fitchburg, MA

2018 Toyota 86 Base

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

2018 Toyota 86 Base

Amherst, MA

UnscoredInsufficient · 0
$16,85053,000 mi

Amherst, MA

2014 Nissan 370Z Coupe Base

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

2014 Nissan 370Z Coupe Base

Nashua, NH

UnscoredInsufficient · 0
$16,85892,155 mi

Nashua, NH

2010 Dodge Challenger R/T

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

2010 Dodge Challenger R/T

Keene, NH

UnscoredInsufficient · 3
$17,08883,427 mi

Comparison: 3 similar vehicles

Keene, NH

2018 Honda Civic Si

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

2018 Honda Civic Si

Amherst, MA

UnscoredInsufficient · 0
$17,25041,000 mi

Amherst, MA

2017 BMW 4 Series 430i

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

2017 BMW 4 Series 430i

Merrimack, NH

UnscoredLimited · 19
$17,67269,732 mi

Comparison: 19 similar vehicles

Merrimack, NH

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Manchester, NH

UnscoredInsufficient · 0
$17,99589,292 mi

Manchester, NH

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Manchester, NH

UnscoredInsufficient · 3
$17,998101,564 mi

Comparison: 3 similar vehicles

Manchester, NH

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Fitchburg, MA

UnscoredInsufficient · 4
$17,99863,778 mi

Comparison: 4 similar vehicles

Fitchburg, MA

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Bennington, VT

UnscoredInsufficient · 3
$17,99986,146 mi

Comparison: 3 similar vehicles

Bennington, VT

2018 Honda Civic EX-L

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

2018 Honda Civic EX-L

Nashua, NH

UnscoredInsufficient · 0
$18,40456,901 mi

Nashua, NH

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Nashua, NH

UnscoredInsufficient · 3
$18,620100,601 mi

Comparison: 3 similar vehicles

Nashua, NH

2019 Mercedes-Benz C-Class Coupe C300

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

2019 Mercedes-Benz C-Class Coupe C300

Merrimack, NH

Fair PriceLimited · 18
$18,67294,529 mi

Market: $17,499 – $22,000

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 161 days listed (based on current market benchmarks)

Merrimack, NH

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

West Boylston, MA

OverpricedLimited · 12
$18,90083,295 mi

Market: $14,594 – $18,695

Comparison: 12 similar vehicles

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

West Boylston, MA

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Clinton, MA

OverpricedLimited · 10
$18,90066,194 mi

Market: $6,994 – $17,590

Comparison: 10 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Clinton, MA

2020 Nissan 370Z Coupe Base

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

2020 Nissan 370Z Coupe Base

Manchester, NH

UnscoredInsufficient · 0
$18,995113,332 mi

Manchester, NH

2014 BMW 6 Series 650i

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

2014 BMW 6 Series 650i

Orange, MA

UnscoredLimited · 6
$18,998109,321 mi

Comparison: 6 similar vehicles

Orange, MA

2001 Chevrolet Corvette Base

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

2001 Chevrolet Corvette Base

Ware, MA

UnscoredInsufficient · 3
$19,90041,512 mi

Comparison: 3 similar vehicles

Ware, MA

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Orange, MA

UnscoredInsufficient · 0
$19,99841,840 mi

Orange, MA

2013 Audi S5 Premium Plus

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

2013 Audi S5 Premium Plus

Chesterfield, NH

Fair PriceLimited · 16
$20,40092,054 mi

Market: $10,995 – $21,495

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Chesterfield, NH

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Manchester, NH

UnscoredLimited · 5
$20,61489,242 mi

Comparison: 5 similar vehicles

Manchester, NH

2019 Honda Civic Si

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

2019 Honda Civic Si

Chichester, NH

UnscoredLimited · 5
$21,44468,595 mi

Comparison: 5 similar vehicles

Chichester, NH

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Springfield, VT

UnscoredInsufficient · 4
$21,50178,750 mi

Comparison: 4 similar vehicles

Springfield, VT

2015 Lexus RC 350

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

2015 Lexus RC 350

Fitchburg, MA

Fair PriceLimited · 16
$21,888118,047 mi

Market: $14,999 – $34,890

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Fitchburg, MA

2001 Chevrolet Corvette Base

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

2001 Chevrolet Corvette Base

Ware, MA

UnscoredInsufficient · 3
$21,90041,083 mi

Comparison: 3 similar vehicles

Ware, MA

1997 Pontiac Firebird FORMULA

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

1997 Pontiac Firebird FORMULA

Manchester, NH

UnscoredInsufficient · 0
$21,90031,323 mi

Manchester, NH

2015 Lexus RC 350

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

2015 Lexus RC 350

Bennington, VT

Fair PriceLimited · 13
$21,923115,946 mi

Market: $14,999 – $34,890

Comparison: 13 similar vehicles

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

Bennington, VT

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Tyngsborough, MA

UnscoredInsufficient · 0
$21,9803,335 mi

Tyngsborough, 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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