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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

316 listings found

2008 Toyota Camry Solara SE

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

2008 Toyota Camry Solara SE

Indianapolis, IN

UnscoredRobust · 53
$5,995140,411 mi

Comparison: 53 similar vehicles

Indianapolis, IN

2016 BMW 2 Series 228i

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

2016 BMW 2 Series 228i

Indianapolis, IN

UnscoredLimited · 7
$5,99997,155 mi

Comparison: 7 similar vehicles

Indianapolis, IN

2004 Honda Civic EX

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

2004 Honda Civic EX

Indianapolis, IN

UnscoredLimited · 5
$6,99583,865 mi

Comparison: 5 similar vehicles

Indianapolis, IN

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Indianapolis, IN

UnscoredLimited · 6
$7,000118,456 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2008 Ford Mustang Deluxe

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

2008 Ford Mustang Deluxe

Indianapolis, IN

UnscoredLimited · 6
$7,000116,774 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2005 Honda Accord EX

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

2005 Honda Accord EX

Indianapolis, IN

UnscoredInsufficient · 4
$7,495103,077 mi

Comparison: 4 similar vehicles

Indianapolis, IN

2014 Chevrolet Camaro 1LT

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

2014 Chevrolet Camaro 1LT

Indianapolis, IN

UnscoredModerate · 31
$7,499137,663 mi

Comparison: 31 similar vehicles

Indianapolis, IN

2011 Honda Accord LX-S

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

2011 Honda Accord LX-S

Indianapolis, IN

UnscoredInsufficient · 0
$7,500142,648 mi

Indianapolis, IN

2013 Kia Forte Koup EX

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

2013 Kia Forte Koup EX

Greenwood, IN

UnscoredInsufficient · 0
$7,75098,550 mi

Greenwood, IN

2014 Honda Accord LX-S

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

2014 Honda Accord LX-S

Mooresville, IN

UnscoredInsufficient · 0
$7,995179,295 mi

Mooresville, IN

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Indianapolis, IN

UnscoredInsufficient · 0
$7,99575,089 mi

Indianapolis, IN

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Connersville, IN

UnscoredInsufficient · 0
$7,99538,659 mi

Connersville, IN

No Photo

2013 Dodge Challenger R/T

Columbus, IN

UnscoredLimited · 13
$8,500110,959 mi

Comparison: 13 similar vehicles

Columbus, IN

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

Rushville, IN

UnscoredInsufficient · 3
$8,900150,329 mi

Comparison: 3 similar vehicles

Rushville, IN

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Greensburg, IN

UnscoredModerate · 27
$8,995143,316 mi

Comparison: 27 similar vehicles

Greensburg, IN

2007 Ford Mustang Premium

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

2007 Ford Mustang Premium

Connersville, IN

UnscoredInsufficient · 0
$8,99585,830 mi

Connersville, IN

2006 BMW Z4 3.0si

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

2006 BMW Z4 3.0si

Indianapolis, IN

UnscoredInsufficient · 0
$9,495125,717 mi

Indianapolis, IN

2013 Scion tC Base

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

2013 Scion tC Base

Indianapolis, IN

UnscoredLimited · 7
$9,995117,985 mi

Comparison: 7 similar vehicles

Indianapolis, IN

2011 Chevrolet Camaro 2LT

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

2011 Chevrolet Camaro 2LT

Indianapolis, IN

Fair PriceLimited · 14
$9,995110,691 mi

Market: $3,700 – $17,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 174 days listed (based on current market benchmarks)

Indianapolis, 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

2014 Scion tC 10 Series

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

2014 Scion tC 10 Series

Greenfield, IN

UnscoredLimited · 8
$10,99081,845 mi

Comparison: 8 similar vehicles

Greenfield, IN

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

Greenwood, IN

UnscoredLimited · 14
$10,994138,809 mi

Comparison: 14 similar vehicles

Greenwood, IN

2015 Scion tC Base

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

2015 Scion tC Base

Indianapolis, IN

UnscoredLimited · 5
$10,995110,841 mi

Comparison: 5 similar vehicles

Indianapolis, IN

2013 Honda Civic EX

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

2013 Honda Civic EX

Indianapolis, IN

OverpricedLimited · 14
$10,99599,768 mi

Market: $7,995 – $8,495

Comparison: 14 similar vehicles

Priced ~29% above the typical market range for similar vehicles (based on current market benchmarks)

Indianapolis, IN

2019 Dodge Challenger GT

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

2019 Dodge Challenger GT

Indianapolis, IN

UnscoredLimited · 6
$11,520115,498 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2010 Honda Civic EX-L

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

2010 Honda Civic EX-L

Indianapolis, IN

UnscoredInsufficient · 0
$11,69534,531 mi

Indianapolis, IN

2010 Ford Mustang GT

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

2010 Ford Mustang GT

Greensburg, IN

UnscoredLimited · 6
$11,999163,519 mi

Comparison: 6 similar vehicles

Greensburg, IN

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Indianapolis, IN

UnscoredInsufficient · 0
$12,5002,495 mi

Indianapolis, IN

2013 Mercedes-Benz E-Class E350

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

2013 Mercedes-Benz E-Class E350

Greenwood, IN

UnscoredInsufficient · 0
$12,99030,484 mi

Greenwood, IN

2014 Subaru BRZ Limited

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

2014 Subaru BRZ Limited

Martinsville, IN

UnscoredInsufficient · 0
$13,232134,167 mi

Martinsville, 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

2014 Chevrolet Camaro 2LS

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

2014 Chevrolet Camaro 2LS

Indianapolis, IN

Fair PriceModerate · 20
$13,95066,390 mi

Market: $8,999 – $16,533

Comparison: 20 similar vehicles

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

Indianapolis, IN

2014 Scion tC Base

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

2014 Scion tC Base

Greenfield, IN

UnscoredLimited · 6
$13,99096,279 mi

Comparison: 6 similar vehicles

Greenfield, IN

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Greenwood, IN

Fair PriceModerate · 31
$13,995105,280 mi

Market: $9,500 – $19,972

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Greenwood, IN

2016 Honda Civic LX-P

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

2016 Honda Civic LX-P

Indianapolis, IN

UnscoredInsufficient · 4
$13,995107,384 mi

Comparison: 4 similar vehicles

Indianapolis, IN

2013 Chevrolet Camaro 2LS

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

2013 Chevrolet Camaro 2LS

Indianapolis, IN

UnscoredInsufficient · 0
$13,995119,103 mi

Indianapolis, IN

2005 Nissan 350Z Touring

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

2005 Nissan 350Z Touring

Greenwood, IN

UnscoredInsufficient · 0
$13,99546,183 mi

Greenwood, IN

2009 Pontiac G5 Base

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

2009 Pontiac G5 Base

Indianapolis, IN

UnscoredInsufficient · 0
$14,31055,926 mi

Indianapolis, IN

2014 Ford Mustang V6

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

2014 Ford Mustang V6

Greenfield, IN

UnscoredInsufficient · 4
$14,59095,719 mi

Comparison: 4 similar vehicles

Greenfield, IN

2018 Chevrolet Camaro 1LT

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

2018 Chevrolet Camaro 1LT

Rushville, IN

UnscoredLimited · 8
$14,980101,999 mi

Comparison: 8 similar vehicles

Rushville, IN

2015 Ford Mustang V6

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

2015 Ford Mustang V6

Taylorsville, IN

UnscoredInsufficient · 4
$14,99092,376 mi

Comparison: 4 similar vehicles

Taylorsville, IN

2008 Mercedes-Benz CL-Class CL63

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

2008 Mercedes-Benz CL-Class CL63

Indianapolis, IN

UnscoredLimited · 5
$14,995131,046 mi

Comparison: 5 similar vehicles

Indianapolis, IN

2013 Dodge Challenger SRT8

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

2013 Dodge Challenger SRT8

Indianapolis, IN

UnscoredLimited · 5
$14,999140,000 mi

Comparison: 5 similar vehicles

Indianapolis, IN

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Indianapolis, IN

Fair PriceLimited · 16
$15,00068,733 mi

Market: $9,400 – $19,443

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Indianapolis, IN

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Indianapolis, IN

UnscoredInsufficient · 4
$15,80093,103 mi

Comparison: 4 similar vehicles

Indianapolis, IN

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

Indianapolis, IN

UnscoredLimited · 5
$15,85079,434 mi

Comparison: 5 similar vehicles

Indianapolis, IN

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Indianapolis, IN

UnscoredLimited · 6
$15,90395,409 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Indianapolis, IN

UnscoredLimited · 6
$15,97561,472 mi

Comparison: 6 similar vehicles

Indianapolis, IN

2012 Ford Mustang V6

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

2012 Ford Mustang V6

Greenfield, IN

UnscoredInsufficient · 0
$15,99052,791 mi

Greenfield, IN

2018 Mercedes-Benz C-Class Coupe C300

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

2018 Mercedes-Benz C-Class Coupe C300

Indianapolis, IN

UnscoredLimited · 6
$15,99583,270 mi

Comparison: 6 similar vehicles

Indianapolis, IN

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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