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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

185 listings found

2001 Toyota Camry Solara SE

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

2001 Toyota Camry Solara SE

Eastman, GA

UnscoredInsufficient · 0
$2,800170,548 mi

Eastman, GA

2008 Ford Focus SE

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

2008 Ford Focus SE

Eastman, GA

UnscoredInsufficient · 4
$3,299200,000 mi

Comparison: 4 similar vehicles

Eastman, GA

2008 Nissan Altima S

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

2008 Nissan Altima S

Eastman, GA

UnscoredLimited · 10
$3,499200,000 mi

Comparison: 10 similar vehicles

Eastman, GA

2005 Toyota Camry Solara SLE

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

2005 Toyota Camry Solara SLE

Dublin, GA

UnscoredInsufficient · 0
$3,950144,366 mi

Dublin, GA

2008 Honda Accord EX

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

2008 Honda Accord EX

Eastman, GA

UnscoredLimited · 6
$4,299200,000 mi

Comparison: 6 similar vehicles

Eastman, GA

2010 Hyundai Genesis Coupe Base

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

2010 Hyundai Genesis Coupe Base

Warner Robins, GA

UnscoredInsufficient · 0
$4,499160,000 mi

Warner Robins, GA

2008 Scion tC Spec Package

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

2008 Scion tC Spec Package

Warner Robins, GA

UnscoredInsufficient · 0
$4,499155,000 mi

Warner Robins, GA

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Thomaston, GA

UnscoredModerate · 28
$4,500199,700 mi

Comparison: 28 similar vehicles

Thomaston, GA

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Eastman, GA

UnscoredModerate · 43
$4,799200,000 mi

Comparison: 43 similar vehicles

Eastman, GA

2013 Scion tC Base

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

2013 Scion tC Base

Macon, GA

UnscoredInsufficient · 0
$4,900187,000 mi

Macon, GA

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Warner Robins, GA

UnscoredInsufficient · 0
$4,900157,857 mi

Warner Robins, GA

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Eastman, GA

UnscoredModerate · 43
$5,299181,000 mi

Comparison: 43 similar vehicles

Eastman, GA

2006 Chevrolet Monte Carlo LS

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

2006 Chevrolet Monte Carlo LS

Macon, GA

UnscoredInsufficient · 0
$5,499119,071 mi

Macon, GA

No Photo

2007 Scion tC Base

Byron, GA

UnscoredInsufficient · 0
$5,875229,741 mi

Byron, GA

2014 BMW 2 Series 228i

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

2014 BMW 2 Series 228i

Warner Robins, GA

UnscoredInsufficient · 0
$6,499151,000 mi

Warner Robins, GA

No Photo

2011 Dodge Challenger R/T

Warner Robins, GA

UnscoredInsufficient · 0
$7,000149,445 mi

Warner Robins, GA

2013 Chevrolet Camaro 1LS

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

2013 Chevrolet Camaro 1LS

Warner Robins, GA

UnscoredInsufficient · 0
$7,90095,373 mi

Warner Robins, GA

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Warner Robins, GA

UnscoredLimited · 15
$7,900158,864 mi

Comparison: 15 similar vehicles

Warner Robins, GA

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Dublin, GA

UnscoredLimited · 12
$8,000210,936 mi

Comparison: 12 similar vehicles

Dublin, GA

2010 Honda Civic EX

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

2010 Honda Civic EX

Gray, GA

UnscoredModerate · 24
$8,495209,966 mi

Comparison: 24 similar vehicles

Gray, GA

1998 Toyota Celica GT

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

1998 Toyota Celica GT

Dublin, GA

UnscoredInsufficient · 0
$8,900186,540 mi

Dublin, GA

2012 Honda Civic LX

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

2012 Honda Civic LX

Macon, GA

OverpricedLimited · 10
$8,995196,419 mi

Market: $7,499 – $8,980

Comparison: 10 similar vehicles

Macon, GA

2017 Dodge Challenger R/T

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

2017 Dodge Challenger R/T

Thomaston, GA

UnscoredLimited · 7
$9,500117,537 mi

Comparison: 7 similar vehicles

Thomaston, GA

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

Macon, GA

UnscoredLimited · 6
$9,500116,000 mi

Comparison: 6 similar vehicles

Macon, GA

2015 Honda Civic EX

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

2015 Honda Civic EX

Byron, GA

UnscoredInsufficient · 3
$10,995156,798 mi

Comparison: 3 similar vehicles

Byron, GA

2011 Ford Mustang GT

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

2011 Ford Mustang GT

Macon, GA

UnscoredInsufficient · 0
$11,500177,965 mi

Macon, GA

2002 Mercury Cougar Base

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

2002 Mercury Cougar Base

Thomaston, GA

UnscoredInsufficient · 0
$12,50040,987 mi

Thomaston, GA

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Macon, GA

UnscoredLimited · 6
$12,995105,295 mi

Comparison: 6 similar vehicles

Macon, GA

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Unadilla, GA

UnscoredLimited · 9
$13,39490,798 mi

Comparison: 9 similar vehicles

Unadilla, GA

2015 Cadillac ATS Coupe Standard

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

2015 Cadillac ATS Coupe Standard

Warner Robins, GA

UnscoredInsufficient · 0
$14,99881,364 mi

Warner Robins, GA

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Macon, GA

OverpricedModerate · 33
$15,151129,926 mi

Market: $4,500 – $14,717

Comparison: 33 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

Macon, GA

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Macon, GA

Fair PriceModerate · 24
$15,79980,131 mi

Market: $7,999 – $20,195

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 173 days listed (based on current market benchmarks)

Macon, GA

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Macon, GA

Fair PriceModerate · 41
$15,999110,734 mi

Market: $12,995 – $24,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 260 days listed (based on current market benchmarks)

Macon, GA

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Macon, GA

UnscoredLimited · 8
$16,50072,031 mi

Comparison: 8 similar vehicles

Macon, GA

2019 Honda Civic EX

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

2019 Honda Civic EX

Macon, GA

Fair PriceRobust · 50
$16,973111,267 mi

Market: $14,457 – $20,769

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Macon, GA

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Dublin, GA

Fair PriceModerate · 35
$17,59970,556 mi

Market: $9,000 – $26,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Dublin, GA

2015 Chevrolet Camaro 2LT

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

2015 Chevrolet Camaro 2LT

Macon, GA

Fair PriceLimited · 10
$17,995105,189 mi

Market: $13,400 – $18,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Macon, GA

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Warner Robins, GA

UnscoredInsufficient · 0
$18,00050,110 mi

Warner Robins, GA

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Americus, GA

UnscoredLimited · 6
$18,300108,827 mi

Comparison: 6 similar vehicles

Americus, GA

2012 Dodge Challenger SRT8

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

2012 Dodge Challenger SRT8

Dublin, GA

UnscoredInsufficient · 3
$18,95079,446 mi

Comparison: 3 similar vehicles

Dublin, GA

2018 Dodge Challenger SXT Plus

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

2018 Dodge Challenger SXT Plus

Warner Robins, GA

UnscoredInsufficient · 0
$18,998101,849 mi

Warner Robins, GA

2017 Honda Civic EX-T

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

2017 Honda Civic EX-T

Warner Robins, GA

UnscoredInsufficient · 0
$20,99844,442 mi

Warner Robins, GA

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

Byron, GA

Fair PriceLimited · 15
$21,49978,022 mi

Market: $14,995 – $22,682

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Byron, GA

2001 Chevrolet Corvette Base

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

2001 Chevrolet Corvette Base

Hawkinsville, GA

UnscoredLimited · 10
$21,850165,864 mi

Comparison: 10 similar vehicles

Hawkinsville, GA

2020 Dodge Challenger GT

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

2020 Dodge Challenger GT

Macon, GA

Great DealLimited · 18
$21,87957,370 mi

Market: $24,515 – $25,998

Comparison: 18 similar vehicles

Competitively priced ~11% below the typical range compared to similar vehicles · 9 days listed (based on current market benchmarks)

Macon, GA

No Photo

2016 Nissan 370Z Coupe NISMO Tech

Americus, GA

UnscoredInsufficient · 0
$21,900107,118 mi

Americus, GA

2020 Ford Mustang EcoBoost Premium

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

2020 Ford Mustang EcoBoost Premium

Dublin, GA

Fair PriceModerate · 23
$21,95084,017 mi

Market: $13,795 – $25,777

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 133 days listed (based on current market benchmarks)

Dublin, GA

2023 Dodge Challenger SXT

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

2023 Dodge Challenger SXT

Macon, GA

Fair PriceModerate · 32
$22,41269,383 mi

Market: $19,599 – $32,238

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Macon, GA

2021 Dodge Challenger GT

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

2021 Dodge Challenger GT

Macon, GA

UnscoredLimited · 9
$22,79865,203 mi

Comparison: 9 similar vehicles

Macon, GA

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Warner Robins, GA

UnscoredInsufficient · 0
$22,99826,389 mi

Warner Robins, GA

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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