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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

161 listings found

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Auburn, ME

UnscoredInsufficient · 0
$9,59450,556 mi

Auburn, ME

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

South Berwick, ME

UnscoredInsufficient · 0
$10,500120,650 mi

South Berwick, ME

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Biddeford, ME

Fair PriceLimited · 14
$11,900128,703 mi

Market: $3,499 – $14,790

Comparison: 14 similar vehicles

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

Biddeford, ME

2016 Honda Civic EX

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

2016 Honda Civic EX

Gorham, ME

UnscoredInsufficient · 4
$11,995129,971 mi

Comparison: 4 similar vehicles

Gorham, ME

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Biddeford, ME

UnscoredInsufficient · 3
$12,49075,664 mi

Comparison: 3 similar vehicles

Biddeford, ME

2013 Subaru BRZ Limited

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

2013 Subaru BRZ Limited

Saco, ME

UnscoredLimited · 5
$13,998128,212 mi

Comparison: 5 similar vehicles

Saco, ME

2013 Subaru BRZ Limited

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

2013 Subaru BRZ Limited

Auburn, ME

UnscoredInsufficient · 3
$14,05789,301 mi

Comparison: 3 similar vehicles

Auburn, ME

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Waldoboro, ME

UnscoredInsufficient · 3
$14,35082,579 mi

Comparison: 3 similar vehicles

Waldoboro, ME

2019 Honda Civic Si

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

2019 Honda Civic Si

Bangor, ME

Fair PriceLimited · 12
$17,866115,313 mi

Market: $18,170 – $21,444

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 42 days listed (based on current market benchmarks)

Bangor, ME

2019 Honda Civic LX

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

2019 Honda Civic LX

South Portland, ME

Fair PriceRobust · 108
$17,99888,919 mi

Market: $8,900 – $20,395

Comparison: 108 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

South Portland, ME

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Caribou, ME

UnscoredInsufficient · 0
$17,99944,723 mi

Caribou, ME

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Biddeford, ME

UnscoredInsufficient · 0
$18,33940,938 mi

Biddeford, ME

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Saco, ME

UnscoredInsufficient · 0
$18,49735,061 mi

Saco, ME

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Belgrade, ME

UnscoredInsufficient · 0
$19,75067,000 mi

Belgrade, ME

2015 Dodge Challenger R/T

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

2015 Dodge Challenger R/T

Biddeford, ME

UnscoredInsufficient · 0
$19,99578,510 mi

Biddeford, ME

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Hermon, ME

UnscoredInsufficient · 0
$21,99523,002 mi

Hermon, ME

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Waterville, ME

UnscoredInsufficient · 0
$22,99538,329 mi

Waterville, ME

2020 Dodge Challenger GT

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

2020 Dodge Challenger GT

Presque Isle, ME

UnscoredInsufficient · 0
$23,29583,773 mi

Presque Isle, ME

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Biddeford, ME

UnscoredLimited · 7
$23,49557,495 mi

Comparison: 7 similar vehicles

Biddeford, ME

2020 Chevrolet Camaro 1LT

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

2020 Chevrolet Camaro 1LT

Scarborough, ME

UnscoredInsufficient · 0
$23,50025,113 mi

Scarborough, ME

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Presque Isle, ME

UnscoredInsufficient · 0
$23,99557,000 mi

Presque Isle, ME

2012 Ford Mustang GT Premium

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

2012 Ford Mustang GT Premium

Waterville, ME

UnscoredInsufficient · 0
$24,99542,929 mi

Waterville, ME

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Waterville, ME

UnscoredInsufficient · 0
$24,99521,837 mi

Waterville, ME

2022 Toyota GR86 Base

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

2022 Toyota GR86 Base

Saco, ME

UnscoredInsufficient · 0
$25,39047,068 mi

Saco, ME

2019 Dodge Challenger R/T

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

2019 Dodge Challenger R/T

Gorham, ME

UnscoredInsufficient · 4
$25,99584,012 mi

Comparison: 4 similar vehicles

Gorham, ME

2017 Chevrolet Camaro 2SS

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

2017 Chevrolet Camaro 2SS

Hermon, ME

UnscoredInsufficient · 0
$26,99570,721 mi

Hermon, ME

2017 Dodge Challenger R/T Plus

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

2017 Dodge Challenger R/T Plus

Dover-Foxcroft, ME

UnscoredInsufficient · 0
$26,99531,923 mi

Dover-Foxcroft, ME

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Waterville, ME

UnscoredInsufficient · 0
$27,99511,320 mi

Waterville, ME

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Waterville, ME

UnscoredLimited · 5
$27,99557,227 mi

Comparison: 5 similar vehicles

Waterville, ME

2022 Subaru BRZ Limited

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

2022 Subaru BRZ Limited

Scarborough, ME

UnscoredInsufficient · 0
$28,75012,922 mi

Scarborough, ME

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Waterville, ME

UnscoredInsufficient · 0
$28,99543,994 mi

Waterville, ME

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Westbrook, ME

UnscoredInsufficient · 0
$29,34937,307 mi

Westbrook, ME

2007 Chevrolet Corvette Base

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

2007 Chevrolet Corvette Base

Waterville, ME

UnscoredInsufficient · 0
$29,99529,633 mi

Waterville, ME

2005 Chevrolet Corvette Base

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

2005 Chevrolet Corvette Base

Waterville, ME

UnscoredInsufficient · 0
$29,99522,534 mi

Waterville, ME

2023 Toyota GR86 Premium

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

2023 Toyota GR86 Premium

Augusta, ME

UnscoredInsufficient · 0
$30,49413,189 mi

Augusta, ME

2003 Chevrolet Corvette Z06

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

2003 Chevrolet Corvette Z06

Waterville, ME

UnscoredInsufficient · 0
$32,99539,307 mi

Waterville, ME

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Bangor, ME

UnscoredLimited · 9
$33,43226,833 mi

Comparison: 9 similar vehicles

Bangor, ME

2013 Chevrolet Corvette Base

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

2013 Chevrolet Corvette Base

Waterville, ME

UnscoredInsufficient · 0
$33,99546,588 mi

Waterville, ME

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Auburn, ME

UnscoredLimited · 8
$34,17914,987 mi

Comparison: 8 similar vehicles

Auburn, ME

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Wiscasset, ME

Great DealLimited · 17
$34,268Mileage not verified

Market: $38,758 – $52,619

Comparison: 17 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 251 days listed (based on current market benchmarks)

Wiscasset, ME

2024 Chevrolet Camaro 1LT

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

2024 Chevrolet Camaro 1LT

Pittsfield, ME

UnscoredInsufficient · 0
$34,9888,943 mi

Pittsfield, ME

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Augusta, ME

UnscoredLimited · 5
$34,99525,520 mi

Comparison: 5 similar vehicles

Augusta, ME

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Dover-Foxcroft, ME

UnscoredInsufficient · 0
$34,99536,482 mi

Dover-Foxcroft, ME

2008 Chevrolet Corvette Base

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

2008 Chevrolet Corvette Base

Waterville, ME

UnscoredInsufficient · 0
$34,99536,127 mi

Waterville, ME

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Biddeford, ME

Fair PriceLimited · 15
$35,711Mileage not verified

Market: $35,761 – $42,392

Comparison: 15 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 130 days listed (based on current market benchmarks)

Biddeford, ME

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Auburn, ME

UnscoredLimited · 6
$36,421Mileage not verified

Comparison: 6 similar vehicles

Auburn, ME

2017 Chevrolet Camaro 1SS

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

2017 Chevrolet Camaro 1SS

Waterville, ME

UnscoredInsufficient · 0
$36,99518,029 mi

Waterville, ME

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Augusta, ME

UnscoredLimited · 8
$37,598Mileage not verified

Comparison: 8 similar vehicles

Augusta, ME

2026 Subaru BRZ Series.Yellow

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

2026 Subaru BRZ Series.Yellow

Bangor, ME

UnscoredInsufficient · 0
$37,809Mileage not verified

Bangor, ME

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Farmington, ME

UnscoredLimited · 8
$37,905Mileage not verified

Comparison: 8 similar vehicles

Farmington, ME

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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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