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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

1,381 listings found

No Photo

2001 Acura CL Type S

East Dundee, IL

UnscoredInsufficient · 0
$1,995Mileage not verified

East Dundee, IL

2007 Scion tC Base

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

2007 Scion tC Base

Palatine, IL

UnscoredInsufficient · 0
$2,250206,648 mi

Palatine, IL

2002 Honda Civic EX

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

2002 Honda Civic EX

Genoa City, WI

Fair PriceLimited · 18
$2,250Mileage not verified

Market: $1,525 – $7,652

Comparison: 18 similar vehicles

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

Genoa City, WI

2006 Honda Civic SI

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

2006 Honda Civic SI

Elkhorn, WI

UnscoredInsufficient · 0
$3,495200,000 mi

Elkhorn, WI

2008 Scion tC Base

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

2008 Scion tC Base

Naperville, IL

UnscoredInsufficient · 0
$3,500195,213 mi

Naperville, IL

1998 Chevrolet Camaro Base

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

1998 Chevrolet Camaro Base

Crystal Lake, IL

UnscoredInsufficient · 0
$3,995Mileage not verified

Crystal Lake, IL

2002 Chevrolet Monte Carlo LS

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

2002 Chevrolet Monte Carlo LS

Genoa, IL

UnscoredInsufficient · 0
$3,999109,277 mi

Genoa, IL

2009 Honda Civic EX

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

2009 Honda Civic EX

Roselle, IL

UnscoredLimited · 5
$4,497182,454 mi

Comparison: 5 similar vehicles

Roselle, IL

2005 Toyota Camry Solara SE

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

2005 Toyota Camry Solara SE

Loves Park, IL

UnscoredInsufficient · 0
$4,912185,071 mi

Loves Park, IL

2005 Scion tC Base

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

2005 Scion tC Base

Delavan, WI

UnscoredInsufficient · 0
$4,995175,161 mi

Delavan, WI

2001 Acura CL Base

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

2001 Acura CL Base

Janesville, WI

UnscoredInsufficient · 0
$4,995154,500 mi

Janesville, WI

2011 Mitsubishi Eclipse GS

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

2011 Mitsubishi Eclipse GS

Elgin, IL

UnscoredInsufficient · 0
$5,367186,738 mi

Elgin, IL

2006 Mitsubishi Eclipse GT

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

2006 Mitsubishi Eclipse GT

Addison, IL

UnscoredInsufficient · 0
$5,49991,437 mi

Addison, IL

2012 BMW 3 Series 328i

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

2012 BMW 3 Series 328i

Rockford, IL

UnscoredLimited · 6
$5,995175,858 mi

Comparison: 6 similar vehicles

Rockford, IL

2011 Nissan Altima S

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

2011 Nissan Altima S

Glendale Heights, IL

UnscoredLimited · 8
$5,995150,917 mi

Comparison: 8 similar vehicles

Glendale Heights, IL

2008 Nissan Altima S

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

2008 Nissan Altima S

Plano, IL

UnscoredInsufficient · 4
$5,995105,000 mi

Comparison: 4 similar vehicles

Plano, IL

2007 Mitsubishi Eclipse GT

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

2007 Mitsubishi Eclipse GT

Ingleside, IL

UnscoredInsufficient · 0
$5,995Mileage not verified

Ingleside, IL

2006 Honda Civic LX

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

2006 Honda Civic LX

Palatine, IL

UnscoredLimited · 6
$5,995117,267 mi

Comparison: 6 similar vehicles

Palatine, IL

2003 Honda Accord EX

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

2003 Honda Accord EX

Elgin, IL

UnscoredLimited · 5
$5,995115,203 mi

Comparison: 5 similar vehicles

Elgin, IL

2012 Cadillac CTS Coupe Base

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

2012 Cadillac CTS Coupe Base

Schaumburg, IL

UnscoredInsufficient · 0
$5,998122,534 mi

Schaumburg, IL

2012 Nissan Altima S

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

2012 Nissan Altima S

Roselle, IL

UnscoredModerate · 33
$6,350129,486 mi

Comparison: 33 similar vehicles

Roselle, IL

2015 Mercedes-Benz C-Class C350 Sport

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

2015 Mercedes-Benz C-Class C350 Sport

Naperville, IL

UnscoredInsufficient · 0
$6,600165,160 mi

Naperville, IL

2003 Nissan 350Z Touring

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

2003 Nissan 350Z Touring

Roselle, IL

UnscoredInsufficient · 0
$6,700186,247 mi

Roselle, IL

2003 Acura CL Type S

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

2003 Acura CL Type S

Elgin, IL

UnscoredInsufficient · 3
$6,867126,298 mi

Comparison: 3 similar vehicles

Elgin, IL

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Roselle, IL

UnscoredLimited · 9
$6,890144,637 mi

Comparison: 9 similar vehicles

Roselle, IL

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Old Mill Creek, IL

UnscoredInsufficient · 0
$6,99083,688 mi

Old Mill Creek, IL

2012 Scion tC Base

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

2012 Scion tC Base

Addison, IL

UnscoredInsufficient · 0
$6,995145,000 mi

Addison, IL

1999 Cadillac Eldorado Base

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

1999 Cadillac Eldorado Base

Plano, IL

UnscoredInsufficient · 0
$6,995147,000 mi

Plano, IL

2011 Audi A5 Premium

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

2011 Audi A5 Premium

Naperville, IL

UnscoredInsufficient · 3
$6,998135,759 mi

Comparison: 3 similar vehicles

Naperville, IL

2010 Honda Civic LX

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

2010 Honda Civic LX

Roselle, IL

UnscoredLimited · 8
$6,999113,769 mi

Comparison: 8 similar vehicles

Roselle, IL

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Addison, IL

UnscoredLimited · 10
$7,200215,601 mi

Comparison: 10 similar vehicles

Addison, IL

2008 Toyota Camry Solara SLE

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

2008 Toyota Camry Solara SLE

Plainfield, IL

Fair PriceLimited · 12
$7,30073,000 mi

Market: $6,376 – $16,978

Comparison: 12 similar vehicles

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

Plainfield, IL

2006 Mercedes-Benz CLK-Class CLK350

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

2006 Mercedes-Benz CLK-Class CLK350

Streamwood, IL

UnscoredInsufficient · 3
$7,30972,201 mi

Comparison: 3 similar vehicles

Streamwood, IL

2013 Nissan Altima Coupe S

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

2013 Nissan Altima Coupe S

Crystal Lake, IL

UnscoredInsufficient · 3
$7,392120,200 mi

Comparison: 3 similar vehicles

Crystal Lake, IL

2009 Nissan Altima S

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

2009 Nissan Altima S

Palatine, IL

UnscoredLimited · 8
$7,49570,048 mi

Comparison: 8 similar vehicles

Palatine, IL

2002 Honda Civic EX

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

2002 Honda Civic EX

Libertyville, IL

OverpricedModerate · 22
$7,65295,726 mi

Market: $1,525 – $2,250

Comparison: 22 similar vehicles

Priced ~240% above the typical market range for similar vehicles (based on current market benchmarks)

Libertyville, IL

2013 Hyundai Elantra Coupe SE

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

2013 Hyundai Elantra Coupe SE

Schaumburg, IL

UnscoredInsufficient · 0
$7,79798,910 mi

Schaumburg, IL

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

Addison, IL

UnscoredLimited · 15
$7,850212,605 mi

Comparison: 15 similar vehicles

Addison, IL

2011 BMW 1 Series 128i

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

2011 BMW 1 Series 128i

Addison, IL

UnscoredInsufficient · 3
$7,86771,957 mi

Comparison: 3 similar vehicles

Addison, IL

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

Rockford, IL

UnscoredInsufficient · 0
$7,900177,990 mi

Rockford, IL

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Roselle, IL

UnscoredLimited · 5
$7,900113,532 mi

Comparison: 5 similar vehicles

Roselle, IL

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

Montgomery, IL

UnscoredInsufficient · 0
$7,900131,170 mi

Montgomery, IL

2008 BMW 3 Series 328xi

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

2008 BMW 3 Series 328xi

Schaumburg, IL

UnscoredInsufficient · 4
$7,90080,799 mi

Comparison: 4 similar vehicles

Schaumburg, IL

2008 Ford Focus S

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

2008 Ford Focus S

Oswego, IL

UnscoredInsufficient · 0
$7,97542,908 mi

Oswego, IL

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

Roselle, IL

UnscoredLimited · 15
$7,990137,561 mi

Comparison: 15 similar vehicles

Roselle, IL

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

Rockford, IL

UnscoredInsufficient · 0
$7,99565,756 mi

Rockford, IL

2010 Nissan Altima SR

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

2010 Nissan Altima SR

Montgomery, IL

UnscoredInsufficient · 0
$8,313126,091 mi

Montgomery, IL

2009 Honda Civic SI

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

2009 Honda Civic SI

Schaumburg, IL

UnscoredInsufficient · 0
$8,408159,827 mi

Schaumburg, IL

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Plano, IL

UnscoredLimited · 5
$8,495119,000 mi

Comparison: 5 similar vehicles

Plano, IL

2010 Ford Mustang V6 Premium

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

2010 Ford Mustang V6 Premium

Roselle, IL

UnscoredLimited · 6
$8,750149,081 mi

Comparison: 6 similar vehicles

Roselle, IL

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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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