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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 22, 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

188 listings found

2008 Honda Civic EX

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

2008 Honda Civic EX

New Bedford, MA

UnscoredLimited · 13
$2,999247,083 mi

Comparison: 13 similar vehicles

New Bedford, 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
$4,995193,940 mi

Comparison: 3 similar vehicles

Rockland, MA

2012 Honda Civic LX

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

2012 Honda Civic LX

New Bedford, MA

UnscoredLimited · 13
$4,999188,125 mi

Comparison: 13 similar vehicles

New Bedford, MA

2006 Honda Civic LX

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

2006 Honda Civic LX

New Bedford, MA

UnscoredModerate · 20
$4,999165,000 mi

Comparison: 20 similar vehicles

New Bedford, MA

2012 Cadillac CTS Coupe Base

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

2012 Cadillac CTS Coupe Base

Hanson, MA

UnscoredInsufficient · 0
$5,995128,233 mi

Hanson, MA

2013 Scion tC Release Series 8.0

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

2013 Scion tC Release Series 8.0

Abington, MA

UnscoredInsufficient · 0
$6,885142,200 mi

Abington, MA

2016 Cadillac ATS Coupe Standard

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

2016 Cadillac ATS Coupe Standard

Whitman, MA

UnscoredInsufficient · 0
$8,795100,794 mi

Whitman, MA

2011 Audi TT Premium Plus

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

2011 Audi TT Premium Plus

Westport, MA

UnscoredInsufficient · 0
$8,995133,663 mi

Westport, MA

2012 Audi S5 Premium Plus

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

2012 Audi S5 Premium Plus

Whitman, MA

UnscoredInsufficient · 3
$9,495133,425 mi

Comparison: 3 similar vehicles

Whitman, MA

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Falmouth, MA

UnscoredInsufficient · 0
$9,800128,000 mi

Falmouth, MA

2011 Chevrolet Camaro 1LT

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

2011 Chevrolet Camaro 1LT

New Bedford, MA

UnscoredInsufficient · 4
$9,950151,434 mi

Comparison: 4 similar vehicles

New Bedford, MA

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Cohasset, MA

UnscoredInsufficient · 0
$9,99064,887 mi

Cohasset, MA

2010 Honda Accord EX-L

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

2010 Honda Accord EX-L

Barnstable, MA

Fair PriceModerate · 20
$9,99591,356 mi

Market: $4,500 – $11,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Barnstable, MA

2004 Nissan 350Z Enthusiast

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

2004 Nissan 350Z Enthusiast

East Bridgewater, MA

UnscoredInsufficient · 0
$9,99594,061 mi

East Bridgewater, MA

2016 Honda Civic LX

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

2016 Honda Civic LX

Wareham, MA

UnscoredLimited · 10
$9,998140,674 mi

Comparison: 10 similar vehicles

Wareham, MA

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Pembroke, MA

UnscoredInsufficient · 4
$10,99588,411 mi

Comparison: 4 similar vehicles

Pembroke, MA

2013 INFINITI G Coupe 37 Journey

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

2013 INFINITI G Coupe 37 Journey

Abington, MA

UnscoredInsufficient · 0
$11,99941,665 mi

Abington, MA

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Abington, MA

UnscoredLimited · 12
$12,500144,166 mi

Comparison: 12 similar vehicles

Abington, MA

2013 Honda Civic SI

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

2013 Honda Civic SI

Whitman, MA

UnscoredInsufficient · 0
$12,995108,590 mi

Whitman, MA

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Middleborough, MA

UnscoredLimited · 9
$12,99973,800 mi

Comparison: 9 similar vehicles

Middleborough, MA

2002 Chevrolet Monte Carlo SS

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

2002 Chevrolet Monte Carlo SS

Middleborough, MA

UnscoredInsufficient · 0
$13,00066,694 mi

Middleborough, MA

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Plymouth, MA

UnscoredInsufficient · 0
$13,39979,913 mi

Plymouth, MA

2016 Honda Civic EX

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

2016 Honda Civic EX

Abington, MA

UnscoredLimited · 7
$13,49588,325 mi

Comparison: 7 similar vehicles

Abington, MA

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Abington, MA

Fair PriceLimited · 13
$13,995115,246 mi

Market: $10,717 – $17,865

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Abington, MA

2016 Chevrolet Camaro 2LT

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

2016 Chevrolet Camaro 2LT

Barnstable, MA

UnscoredInsufficient · 0
$13,995148,772 mi

Barnstable, MA

2009 Audi S5 Base

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

2009 Audi S5 Base

Whitman, MA

UnscoredInsufficient · 0
$14,88182,699 mi

Whitman, MA

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Barnstable, MA

UnscoredInsufficient · 0
$14,995111,466 mi

Barnstable, MA

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Barnstable, MA

UnscoredLimited · 7
$15,850131,068 mi

Comparison: 7 similar vehicles

Barnstable, MA

2018 Honda Civic LX-P

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

2018 Honda Civic LX-P

Fairhaven, MA

UnscoredLimited · 5
$15,99581,255 mi

Comparison: 5 similar vehicles

Fairhaven, MA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Brockton, MA

Fair PriceLimited · 14
$15,995111,507 mi

Market: $12,995 – $18,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Brockton, MA

2015 Honda Accord EX-L V-6

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

2015 Honda Accord EX-L V-6

Abington, MA

Fair PriceLimited · 12
$16,49583,817 mi

Market: $14,179 – $18,998

Comparison: 12 similar vehicles

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

Abington, MA

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Abington, MA

UnscoredInsufficient · 3
$16,88771,195 mi

Comparison: 3 similar vehicles

Abington, MA

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

Westport, MA

UnscoredInsufficient · 0
$16,90062,000 mi

Westport, MA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Barnstable, MA

UnscoredLimited · 5
$16,990113,032 mi

Comparison: 5 similar vehicles

Barnstable, MA

2018 Audi A5 Coupe Prestige

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

2018 Audi A5 Coupe Prestige

Westport, MA

UnscoredInsufficient · 0
$16,99588,144 mi

Westport, MA

2017 Mercedes-Benz C-Class C300

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

2017 Mercedes-Benz C-Class C300

Whitman, MA

Fair PriceModerate · 38
$17,00085,063 mi

Market: $10,995 – $18,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 103 days listed (based on current market benchmarks)

Whitman, MA

2019 Audi A5 Coupe Premium Plus

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

2019 Audi A5 Coupe Premium Plus

West Bridgewater, MA

UnscoredLimited · 7
$17,567100,944 mi

Comparison: 7 similar vehicles

West Bridgewater, MA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Westport, MA

UnscoredInsufficient · 3
$17,99559,241 mi

Comparison: 3 similar vehicles

Westport, MA

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

West Bridgewater, MA

UnscoredInsufficient · 3
$19,69661,878 mi

Comparison: 3 similar vehicles

West Bridgewater, MA

2019 Honda Civic EX

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

2019 Honda Civic EX

Westport, MA

Fair PriceModerate · 22
$20,14381,171 mi

Market: $17,397 – $22,395

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Westport, MA

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

Abington, MA

Fair PriceLimited · 13
$20,22569,235 mi

Market: $17,499 – $22,000

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Abington, MA

2016 Mercedes-Benz E-Class E400

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

2016 Mercedes-Benz E-Class E400

Whitman, MA

UnscoredInsufficient · 0
$20,59455,160 mi

Whitman, MA

2015 Nissan 370Z Coupe Sport Tech

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

2015 Nissan 370Z Coupe Sport Tech

Westport, MA

UnscoredInsufficient · 0
$20,687113,946 mi

Westport, MA

2013 BMW 1 Series 135is

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

2013 BMW 1 Series 135is

Abington, MA

UnscoredInsufficient · 0
$20,995113,648 mi

Abington, MA

2018 Ford Mustang EcoBoost

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

2018 Ford Mustang EcoBoost

West Bridgewater, MA

UnscoredInsufficient · 0
$21,59625,343 mi

West Bridgewater, MA

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Abington, MA

UnscoredInsufficient · 0
$21,9005,991 mi

Abington, MA

2020 Honda Civic Si

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

2020 Honda Civic Si

Westport, MA

Fair PriceLimited · 19
$21,99574,449 mi

Market: $14,800 – $24,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Westport, MA

2014 Dodge Challenger R/T Classic

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

2014 Dodge Challenger R/T Classic

Whitman, MA

UnscoredInsufficient · 0
$21,99537,370 mi

Whitman, MA

2022 Ford Mustang EcoBoost

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

2022 Ford Mustang EcoBoost

West Bridgewater, MA

UnscoredInsufficient · 0
$21,99679,318 mi

West Bridgewater, MA

2013 Audi RS 5 Base

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

2013 Audi RS 5 Base

Whitman, MA

UnscoredInsufficient · 0
$22,495110,926 mi

Whitman, 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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