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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 22, 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

250 listings found

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

New Albany, IN

UnscoredInsufficient · 0
$2,500152,293 mi

New Albany, IN

2008 Ford Mustang Premium

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

2008 Ford Mustang Premium

Brandenburg, KY

UnscoredInsufficient · 0
$3,950154,092 mi

Brandenburg, KY

2005 Honda Accord EX

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

2005 Honda Accord EX

Jeffersonville, IN

UnscoredModerate · 23
$4,725187,159 mi

Comparison: 23 similar vehicles

Jeffersonville, IN

No Photo

2002 Acura CL Type S

Louisville, KY

UnscoredInsufficient · 0
$4,995140,000 mi

Louisville, KY

2004 Toyota Celica GT

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

2004 Toyota Celica GT

Louisville, KY

UnscoredInsufficient · 0
$5,034244,124 mi

Louisville, KY

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

New Albany, IN

UnscoredLimited · 5
$5,500181,590 mi

Comparison: 5 similar vehicles

New Albany, IN

2015 Honda Civic EX

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

2015 Honda Civic EX

Bloomington, IN

UnscoredModerate · 34
$6,900160,747 mi

Comparison: 34 similar vehicles

Bloomington, IN

2012 Chevrolet Camaro 2LT

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

2012 Chevrolet Camaro 2LT

Bloomington, IN

UnscoredInsufficient · 4
$7,500174,225 mi

Comparison: 4 similar vehicles

Bloomington, IN

2012 Honda Civic LX

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

2012 Honda Civic LX

Jeffersonville, IN

UnscoredLimited · 7
$7,995127,760 mi

Comparison: 7 similar vehicles

Jeffersonville, IN

2011 Honda Civic EX

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

2011 Honda Civic EX

Louisville, KY

UnscoredInsufficient · 4
$8,294108,945 mi

Comparison: 4 similar vehicles

Louisville, KY

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Sellersburg, IN

UnscoredInsufficient · 4
$8,495154,402 mi

Comparison: 4 similar vehicles

Sellersburg, IN

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Louisville, KY

UnscoredInsufficient · 0
$8,500105,864 mi

Louisville, KY

No Photo

2013 Dodge Challenger R/T

Columbus, IN

UnscoredLimited · 13
$8,500110,959 mi

Comparison: 13 similar vehicles

Columbus, IN

2004 Mercedes-Benz CL-Class CL500

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

2004 Mercedes-Benz CL-Class CL500

Jeffersonville, IN

UnscoredInsufficient · 0
$8,99581,675 mi

Jeffersonville, IN

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Louisville, KY

UnscoredInsufficient · 3
$9,000147,622 mi

Comparison: 3 similar vehicles

Louisville, KY

2013 Honda Accord LX-S

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

2013 Honda Accord LX-S

Jeffersonville, IN

UnscoredInsufficient · 0
$9,200171,075 mi

Jeffersonville, IN

2016 Audi A5 Coupe Premium Plus

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

2016 Audi A5 Coupe Premium Plus

Jeffersonville, IN

UnscoredLimited · 6
$9,300118,131 mi

Comparison: 6 similar vehicles

Jeffersonville, IN

2010 Chevrolet Camaro 1LT

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

2010 Chevrolet Camaro 1LT

Louisville, KY

UnscoredLimited · 9
$9,494124,482 mi

Comparison: 9 similar vehicles

Louisville, KY

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Jeffersonville, IN

Fair PriceModerate · 21
$10,86096,788 mi

Market: $3,400 – $10,990

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Jeffersonville, IN

2010 Chevrolet Camaro LS

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

2010 Chevrolet Camaro LS

Brownstown, IN

UnscoredInsufficient · 0
$10,900167,816 mi

Brownstown, IN

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

New Albany, IN

UnscoredLimited · 5
$11,19786,337 mi

Comparison: 5 similar vehicles

New Albany, IN

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Sellersburg, IN

Fair PriceModerate · 32
$11,49579,012 mi

Market: $4,495 – $15,590

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Sellersburg, IN

2008 Ford Mustang GT Deluxe

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

2008 Ford Mustang GT Deluxe

Jeffersonville, IN

UnscoredInsufficient · 4
$12,311124,089 mi

Comparison: 4 similar vehicles

Jeffersonville, IN

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Georgetown, IN

UnscoredModerate · 34
$12,682137,897 mi

Comparison: 34 similar vehicles

Georgetown, IN

2015 Subaru BRZ Limited

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

2015 Subaru BRZ Limited

Columbus, IN

UnscoredLimited · 6
$13,262126,500 mi

Comparison: 6 similar vehicles

Columbus, IN

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

Clarksville, IN

UnscoredInsufficient · 3
$13,750133,317 mi

Comparison: 3 similar vehicles

Clarksville, IN

2016 Honda Civic EX

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

2016 Honda Civic EX

Bloomington, IN

Fair PriceRobust · 89
$14,940107,376 mi

Market: $8,798 – $21,190

Comparison: 89 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Bloomington, IN

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Sellersburg, IN

Fair PriceModerate · 30
$14,99586,279 mi

Market: $10,990 – $23,373

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 224 days listed (based on current market benchmarks)

Sellersburg, IN

2019 INFINITI Q60 Coupe LUXE

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

2019 INFINITI Q60 Coupe LUXE

Louisville, KY

UnscoredInsufficient · 0
$15,49572,645 mi

Louisville, KY

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

Jeffersonville, IN

Fair PriceModerate · 23
$15,49597,007 mi

Market: $9,999 – $18,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 291 days listed (based on current market benchmarks)

Jeffersonville, IN

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

Brandenburg, KY

Fair PriceModerate · 41
$15,950110,881 mi

Market: $10,292 – $19,419

Comparison: 41 similar vehicles

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

Brandenburg, KY

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Scottsburg, IN

UnscoredLimited · 5
$16,90093,641 mi

Comparison: 5 similar vehicles

Scottsburg, IN

2018 Chevrolet Camaro 2LT

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

2018 Chevrolet Camaro 2LT

Louisville, KY

UnscoredLimited · 7
$17,00085,691 mi

Comparison: 7 similar vehicles

Louisville, KY

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Bloomington, IN

UnscoredLimited · 5
$17,50065,373 mi

Comparison: 5 similar vehicles

Bloomington, IN

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

Clarksville, IN

OverpricedLimited · 18
$17,851106,896 mi

Market: $12,195 – $17,491

Comparison: 18 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Clarksville, IN

2018 Honda Civic Si

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

2018 Honda Civic Si

Seymour, IN

UnscoredInsufficient · 4
$18,039103,701 mi

Comparison: 4 similar vehicles

Seymour, IN

2017 Ford Mustang EcoBoost Premium

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

2017 Ford Mustang EcoBoost Premium

Bloomington, IN

Fair PriceModerate · 23
$18,13073,235 mi

Market: $8,700 – $20,990

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Bloomington, IN

2010 Chevrolet Camaro 1SS

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

2010 Chevrolet Camaro 1SS

Seymour, IN

UnscoredInsufficient · 3
$18,20275,577 mi

Comparison: 3 similar vehicles

Seymour, IN

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Linton, IN

Fair PriceModerate · 23
$19,09280,141 mi

Market: $15,498 – $19,397

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 109 days listed (based on current market benchmarks)

Linton, IN

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

Linton, IN

Fair PriceLimited · 12
$19,09269,070 mi

Market: $17,230 – $23,500

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Linton, IN

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

Bloomington, IN

Fair PriceModerate · 32
$19,75081,475 mi

Market: $19,995 – $21,954

Comparison: 32 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 16 days listed (based on current market benchmarks)

Bloomington, IN

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Salem, IN

OverpricedLimited · 18
$19,97276,106 mi

Market: $9,500 – $19,590

Comparison: 18 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Salem, IN

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Seymour, IN

OverpricedModerate · 29
$19,99580,392 mi

Market: $9,995 – $18,716

Comparison: 29 similar vehicles

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

Seymour, IN

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Louisville, KY

Fair PriceModerate · 20
$20,48480,496 mi

Market: $14,500 – $21,799

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 99 days listed (based on current market benchmarks)

Louisville, KY

2013 Ford Mustang GT Premium

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

2013 Ford Mustang GT Premium

Paoli, IN

UnscoredLimited · 6
$20,50087,359 mi

Comparison: 6 similar vehicles

Paoli, IN

2019 Chevrolet Camaro 2LT

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

2019 Chevrolet Camaro 2LT

Bedford, IN

UnscoredInsufficient · 0
$21,88265,899 mi

Bedford, IN

2019 Dodge Challenger SXT

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

2019 Dodge Challenger SXT

Jeffersonville, IN

Fair PriceModerate · 30
$21,99561,300 mi

Market: $10,990 – $23,373

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 210 days listed (based on current market benchmarks)

Jeffersonville, IN

2016 Ford Mustang GT Premium

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

2016 Ford Mustang GT Premium

Louisville, KY

UnscoredLimited · 7
$22,48594,746 mi

Comparison: 7 similar vehicles

Louisville, KY

2018 Audi S5 Coupe Prestige

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

2018 Audi S5 Coupe Prestige

Bloomington, IN

Salvage title
$22,99566,587 mi

Bloomington, IN

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Louisville, KY

UnscoredInsufficient · 0
$23,48533,171 mi

Louisville, KY

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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