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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

571 listings found

2002 Honda Civic EX

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

2002 Honda Civic EX

Greenfield, WI

UnscoredLimited · 10
$1,525277,245 mi

Comparison: 10 similar vehicles

Greenfield, WI

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

2004 Pontiac Grand Am GT

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

2004 Pontiac Grand Am GT

Greenfield, WI

UnscoredInsufficient · 0
$2,598162,041 mi

Greenfield, WI

2001 Honda Civic LX

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

2001 Honda Civic LX

Marshall, WI

UnscoredInsufficient · 0
$2,800232,818 mi

Marshall, WI

2009 Chevrolet Cobalt LS

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

2009 Chevrolet Cobalt LS

Milwaukee, WI

UnscoredInsufficient · 0
$2,995136,619 mi

Milwaukee, WI

2006 Chevrolet Cobalt LS

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

2006 Chevrolet Cobalt LS

Milwaukee, WI

UnscoredInsufficient · 0
$2,99597,577 mi

Milwaukee, WI

2006 Toyota Camry Solara SLE

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

2006 Toyota Camry Solara SLE

Milwaukee, WI

UnscoredLimited · 6
$2,995180,000 mi

Comparison: 6 similar vehicles

Milwaukee, WI

2008 Honda Civic EX

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

2008 Honda Civic EX

Zion, IL

UnscoredLimited · 5
$2,999188,635 mi

Comparison: 5 similar vehicles

Zion, IL

2008 Hyundai Tiburon SE

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

2008 Hyundai Tiburon SE

Waukegan, IL

UnscoredInsufficient · 0
$2,999171,712 mi

Waukegan, IL

2003 Honda Accord LX

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

2003 Honda Accord LX

Waukegan, IL

UnscoredLimited · 7
$2,999175,816 mi

Comparison: 7 similar vehicles

Waukegan, IL

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 Pontiac G5 Base

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

2008 Pontiac G5 Base

Greenfield, WI

UnscoredInsufficient · 0
$3,68079,455 mi

Greenfield, WI

1998 Honda Civic DX

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

1998 Honda Civic DX

Marshall, WI

UnscoredInsufficient · 0
$3,700Mileage not verified

Marshall, WI

2014 Honda Accord EX

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

2014 Honda Accord EX

Waukegan, IL

UnscoredLimited · 9
$3,999225,102 mi

Comparison: 9 similar vehicles

Waukegan, IL

2008 Nissan Altima S

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

2008 Nissan Altima S

Zion, IL

UnscoredLimited · 7
$3,999132,772 mi

Comparison: 7 similar vehicles

Zion, IL

2004 Mercedes-Benz CLK-Class CLK320

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

2004 Mercedes-Benz CLK-Class CLK320

Waukegan, IL

UnscoredLimited · 10
$3,999115,258 mi

Comparison: 10 similar vehicles

Waukegan, IL

2007 Mitsubishi Eclipse GS

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

2007 Mitsubishi Eclipse GS

Waukesha, WI

UnscoredInsufficient · 0
$4,495118,000 mi

Waukesha, WI

2004 Toyota Camry Solara SE

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

2004 Toyota Camry Solara SE

Kenosha, WI

UnscoredLimited · 8
$4,495185,407 mi

Comparison: 8 similar vehicles

Kenosha, WI

2009 Nissan Altima S

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

2009 Nissan Altima S

Kenosha, WI

UnscoredLimited · 16
$4,995134,333 mi

Comparison: 16 similar vehicles

Kenosha, WI

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 Type S

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

2001 Acura CL Type S

Kenosha, WI

UnscoredInsufficient · 0
$4,995137,325 mi

Kenosha, WI

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

Zion, IL

UnscoredLimited · 10
$4,999136,618 mi

Comparison: 10 similar vehicles

Zion, 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

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

Zion, IL

UnscoredInsufficient · 3
$5,999109,012 mi

Comparison: 3 similar vehicles

Zion, 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

Waukegan, IL

UnscoredInsufficient · 3
$5,999115,077 mi

Comparison: 3 similar vehicles

Waukegan, IL

2008 BMW 3 Series 335xi

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

2008 BMW 3 Series 335xi

Zion, IL

UnscoredInsufficient · 0
$5,999154,559 mi

Zion, IL

2008 Mercedes-Benz CLK-Class CLK350

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

2008 Mercedes-Benz CLK-Class CLK350

Milwaukee, WI

UnscoredInsufficient · 0
$6,490149,048 mi

Milwaukee, WI

2013 Scion tC Base

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

2013 Scion tC Base

Port Washington, WI

UnscoredInsufficient · 0
$6,500170,906 mi

Port Washington, WI

2001 Audi TT Base

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

2001 Audi TT Base

Milwaukee, WI

UnscoredInsufficient · 0
$6,500131,134 mi

Milwaukee, WI

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Greenfield, WI

UnscoredLimited · 5
$6,84985,506 mi

Comparison: 5 similar vehicles

Greenfield, WI

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

Pewaukee, WI

UnscoredInsufficient · 3
$6,990194,000 mi

Comparison: 3 similar vehicles

Pewaukee, WI

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

2008 Honda Civic EX-L

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

2008 Honda Civic EX-L

Waukegan, IL

UnscoredLimited · 7
$6,995181,557 mi

Comparison: 7 similar vehicles

Waukegan, IL

2012 Audi A5 Premium

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

2012 Audi A5 Premium

Zion, IL

UnscoredInsufficient · 3
$6,999123,025 mi

Comparison: 3 similar vehicles

Zion, IL

2009 Honda Accord LX-S

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

2009 Honda Accord LX-S

Racine, WI

UnscoredInsufficient · 0
$6,999168,645 mi

Racine, WI

2004 Chrysler Crossfire Base

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

2004 Chrysler Crossfire Base

Milwaukee, WI

UnscoredLimited · 7
$6,99978,884 mi

Comparison: 7 similar vehicles

Milwaukee, WI

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

Plymouth, WI

UnscoredInsufficient · 0
$7,144132,517 mi

Plymouth, WI

2010 Nissan Altima S

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

2010 Nissan Altima S

Sturtevant, WI

UnscoredLimited · 5
$7,444133,097 mi

Comparison: 5 similar vehicles

Sturtevant, WI

2010 Honda Accord EX

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

2010 Honda Accord EX

Milwaukee, WI

UnscoredInsufficient · 4
$7,460151,279 mi

Comparison: 4 similar vehicles

Milwaukee, WI

2010 Hyundai Genesis Coupe Grand Touring

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

2010 Hyundai Genesis Coupe Grand Touring

Waukesha, WI

UnscoredInsufficient · 0
$7,99585,000 mi

Waukesha, WI

2000 Toyota Celica GT

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

2000 Toyota Celica GT

Milwaukee, WI

UnscoredInsufficient · 0
$7,995223,457 mi

Milwaukee, WI

2006 Honda Civic SI

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

2006 Honda Civic SI

Waukegan, IL

UnscoredInsufficient · 0
$8,376212,976 mi

Waukegan, IL

2012 INFINITI G Coupe 37x

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

2012 INFINITI G Coupe 37x

Kenosha, WI

UnscoredInsufficient · 0
$8,695142,547 mi

Kenosha, WI

2010 Mercedes-Benz E-Class E350

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

2010 Mercedes-Benz E-Class E350

Milwaukee, WI

UnscoredInsufficient · 0
$8,990129,080 mi

Milwaukee, WI

2013 Dodge Challenger SXT

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

2013 Dodge Challenger SXT

Kenosha, WI

UnscoredInsufficient · 4
$8,995159,488 mi

Comparison: 4 similar vehicles

Kenosha, WI

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

Milwaukee, WI

UnscoredInsufficient · 4
$8,995106,820 mi

Comparison: 4 similar vehicles

Milwaukee, WI

2013 BMW 1 Series 128i

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

2013 BMW 1 Series 128i

Greenfield, WI

Great DealLimited · 16
$8,996106,134 mi

Market: $10,227 – $15,403

Comparison: 16 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 169 days listed (based on current market benchmarks)

Greenfield, WI

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

Waupun, WI

UnscoredLimited · 7
$8,999116,000 mi

Comparison: 7 similar vehicles

Waupun, WI

2006 Chrysler Crossfire Limited

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

2006 Chrysler Crossfire Limited

Watertown, WI

UnscoredLimited · 8
$9,37582,038 mi

Comparison: 8 similar vehicles

Watertown, WI

1999 Pontiac Firebird Base

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

1999 Pontiac Firebird Base

Marshall, WI

UnscoredInsufficient · 0
$9,46380,418 mi

Marshall, WI

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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