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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

195 listings found

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
$3,185144,000 mi

Indianapolis, IN

2001 Ford Mustang Standard

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

2001 Ford Mustang Standard

Terre Haute, IN

UnscoredInsufficient · 0
$3,500143,871 mi

Terre Haute, IN

2009 Pontiac G6 GXP

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

2009 Pontiac G6 GXP

Terre Haute, IN

UnscoredInsufficient · 0
$4,200171,102 mi

Terre Haute, IN

2009 Pontiac G6 GT

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

2009 Pontiac G6 GT

Terre Haute, IN

UnscoredInsufficient · 0
$4,500162,187 mi

Terre Haute, IN

2007 Chevrolet Monte Carlo LT

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

2007 Chevrolet Monte Carlo LT

Plainfield, IN

UnscoredInsufficient · 0
$4,699189,609 mi

Plainfield, IN

2003 Honda Accord EX

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

2003 Honda Accord EX

Terre Haute, IN

UnscoredLimited · 12
$4,995164,454 mi

Comparison: 12 similar vehicles

Terre Haute, IN

1997 Ford Mustang Base

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

1997 Ford Mustang Base

Westville, IL

UnscoredInsufficient · 0
$4,999113,990 mi

Westville, IL

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Greencastle, IN

UnscoredLimited · 7
$6,145113,289 mi

Comparison: 7 similar vehicles

Greencastle, IN

2005 Honda Civic EX

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

2005 Honda Civic EX

Avon, IN

UnscoredInsufficient · 3
$6,550152,303 mi

Comparison: 3 similar vehicles

Avon, IN

2005 Ford Mustang GT Premium

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

2005 Ford Mustang GT Premium

Tilton, IL

UnscoredLimited · 9
$6,750190,252 mi

Comparison: 9 similar vehicles

Tilton, IL

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

2009 Ford Focus SE

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

2009 Ford Focus SE

Brownsburg, IN

UnscoredLimited · 15
$6,995142,668 mi

Comparison: 15 similar vehicles

Brownsburg, IN

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Tilton, IL

UnscoredModerate · 46
$7,500173,257 mi

Comparison: 46 similar vehicles

Tilton, IL

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

2009 Ford Mustang Premium

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

2009 Ford Mustang Premium

Greencastle, IN

UnscoredInsufficient · 0
$7,645135,025 mi

Greencastle, 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

2010 Chevrolet Camaro 2LT

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

2010 Chevrolet Camaro 2LT

Plainfield, IN

Salvage title
$7,995151,553 mi

Plainfield, IN

2009 Scion tC Base

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

2009 Scion tC Base

Brownsburg, IN

UnscoredInsufficient · 4
$8,995114,924 mi

Comparison: 4 similar vehicles

Brownsburg, 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

UnscoredModerate · 20
$8,999133,337 mi

Comparison: 20 similar vehicles

Indianapolis, IN

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Brazil, IN

Fair PriceModerate · 49
$9,99599,147 mi

Market: $7,200 – $18,990

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Brazil, IN

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Greencastle, IN

UnscoredInsufficient · 3
$10,00073,493 mi

Comparison: 3 similar vehicles

Greencastle, IN

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Indianapolis, IN

UnscoredLimited · 10
$10,800127,240 mi

Comparison: 10 similar vehicles

Indianapolis, IN

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Greencastle, IN

UnscoredLimited · 9
$11,14581,988 mi

Comparison: 9 similar vehicles

Greencastle, IN

2008 Honda Accord EX

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

2008 Honda Accord EX

Plainfield, IN

OverpricedLimited · 13
$11,81672,388 mi

Market: $4,995 – $10,900

Comparison: 13 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Plainfield, IN

2011 Mitsubishi Eclipse GS-Sport

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

2011 Mitsubishi Eclipse GS-Sport

Plainfield, IN

UnscoredInsufficient · 0
$11,99082,014 mi

Plainfield, IN

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Terre Haute, IN

UnscoredRobust · 63
$12,035144,398 mi

Comparison: 63 similar vehicles

Terre Haute, IN

2008 Nissan Altima SE

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

2008 Nissan Altima SE

Indianapolis, IN

UnscoredLimited · 5
$13,204185,981 mi

Comparison: 5 similar vehicles

Indianapolis, 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

2016 Ford Mustang EcoBoost Premium

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

2016 Ford Mustang EcoBoost Premium

Brownsburg, IN

UnscoredInsufficient · 3
$13,490123,656 mi

Comparison: 3 similar vehicles

Brownsburg, IN

2010 Chevrolet Camaro 2SS

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

2010 Chevrolet Camaro 2SS

Terre Haute, IN

UnscoredLimited · 14
$13,839124,200 mi

Comparison: 14 similar vehicles

Terre Haute, IN

2017 Ford Mustang EcoBoost

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

2017 Ford Mustang EcoBoost

Sullivan, IN

Fair PriceLimited · 11
$13,98686,588 mi

Market: $11,900 – $18,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Sullivan, IN

2014 Honda Civic LX

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

2014 Honda Civic LX

Plainfield, IN

Fair PriceModerate · 25
$13,990112,475 mi

Market: $7,900 – $14,608

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Plainfield, IN

2015 Honda Accord EX

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

2015 Honda Accord EX

Plainfield, IN

UnscoredLimited · 5
$14,000120,840 mi

Comparison: 5 similar vehicles

Plainfield, IN

2013 Chevrolet Camaro 2LT

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

2013 Chevrolet Camaro 2LT

Avon, IN

UnscoredLimited · 5
$14,74991,618 mi

Comparison: 5 similar vehicles

Avon, IN

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

Indianapolis, IN

UnscoredInsufficient · 3
$14,900139,394 mi

Comparison: 3 similar vehicles

Indianapolis, 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

2012 Dodge Challenger SXT

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

2012 Dodge Challenger SXT

Indianapolis, IN

OverpricedLimited · 13
$14,95086,105 mi

Market: $8,495 – $13,999

Comparison: 13 similar vehicles

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

Indianapolis, IN

2014 Dodge Challenger R/T

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

2014 Dodge Challenger R/T

Paris, IL

UnscoredLimited · 7
$14,995101,614 mi

Comparison: 7 similar vehicles

Paris, IL

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Plainfield, IN

UnscoredInsufficient · 3
$15,099114,756 mi

Comparison: 3 similar vehicles

Plainfield, IN

2019 Cadillac ATS Coupe Luxury

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

2019 Cadillac ATS Coupe Luxury

Terre Haute, IN

UnscoredInsufficient · 4
$15,718101,678 mi

Comparison: 4 similar vehicles

Terre Haute, IN

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Clinton, IN

Fair PriceModerate · 27
$15,995110,073 mi

Market: $11,261 – $22,895

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Clinton, IN

2021 Dodge Challenger SXT

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

2021 Dodge Challenger SXT

Terre Haute, IN

Fair PriceModerate · 23
$16,950104,448 mi

Market: $13,995 – $21,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Terre Haute, IN

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Paris, IL

OverpricedLimited · 16
$16,98779,615 mi

Market: $5,595 – $15,995

Comparison: 16 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Paris, IL

2015 Ford Mustang EcoBoost

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

2015 Ford Mustang EcoBoost

Plainfield, IN

UnscoredLimited · 7
$16,99093,345 mi

Comparison: 7 similar vehicles

Plainfield, IN

2012 Chevrolet Camaro 1LS

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

2012 Chevrolet Camaro 1LS

Plainfield, IN

UnscoredInsufficient · 0
$16,99044,788 mi

Plainfield, IN

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Terre Haute, IN

UnscoredInsufficient · 0
$16,99254,191 mi

Terre Haute, IN

2018 Audi A5 Coupe Premium Plus

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

2018 Audi A5 Coupe Premium Plus

Mooresville, IN

Fair PriceLimited · 11
$16,99588,977 mi

Market: $9,500 – $20,990

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Mooresville, IN

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

Indianapolis, IN

UnscoredInsufficient · 3
$16,995104,339 mi

Comparison: 3 similar vehicles

Indianapolis, IN

2015 Dodge Challenger SXT

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

2015 Dodge Challenger SXT

Brazil, IN

Fair PriceModerate · 27
$16,995110,092 mi

Market: $10,000 – $18,999

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Brazil, IN

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Plainfield, IN

OverpricedModerate · 25
$16,999104,574 mi

Market: $11,900 – $16,491

Comparison: 25 similar vehicles

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

Plainfield, 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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