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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 30, 2026

6M+

Unique vehicles analyzed

as of October 29, 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

23,274 listings found

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Chicago, IL

Unscored
$1,500169,025 mi

Comparison: 15 similar vehicles

Chicago, IL

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Roselle, IL

Unscored
$1,600196,568 mi

Comparison: 29 similar vehicles

Roselle, IL

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Waukegan, IL

Unscored
$1,700Mileage not verified

Comparison: 17 similar vehicles

Waukegan, IL

2008 Honda Civic LX

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

2008 Honda Civic LX

Loves Park, IL

Unscored
$1,899212,000 mi

Comparison: 18 similar vehicles

Loves Park, IL

2011 Dodge Avenger Heat

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

2011 Dodge Avenger Heat

Waukegan, IL

UnscoredInsufficient · 0
$1,900161,651 mi

Waukegan, IL

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Genoa, IL

Unscored
$1,900148,946 mi

Comparison: 11 similar vehicles

Genoa, IL

2011 Buick Regal CXL

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

2011 Buick Regal CXL

Waukegan, IL

Unscored
$1,900195,061 mi

Comparison: 6 similar vehicles

Waukegan, IL

2009 Chevrolet Malibu LTZ

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

2009 Chevrolet Malibu LTZ

Genoa, IL

UnscoredInsufficient · 4
$1,900197,813 mi

Comparison: 4 similar vehicles

Genoa, IL

2006 Saturn ION 2

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

2006 Saturn ION 2

Genoa, IL

UnscoredInsufficient · 0
$1,900134,544 mi

Genoa, IL

2008 Ford Focus SES

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

2008 Ford Focus SES

Chicago, IL

UnscoredInsufficient · 3
$1,995110,311 mi

Comparison: 3 similar vehicles

Chicago, IL

2006 Cadillac STS Base

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

2006 Cadillac STS Base

Rockford, IL

UnscoredInsufficient · 4
$1,999199,900 mi

Comparison: 4 similar vehicles

Rockford, IL

1998 Lincoln Continental Base

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

1998 Lincoln Continental Base

Waukegan, IL

UnscoredInsufficient · 0
$1,999153,783 mi

Waukegan, IL

1998 Lexus GS 300

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

1998 Lexus GS 300

Waukegan, IL

UnscoredInsufficient · 0
$1,999287,299 mi

Waukegan, IL

2008 Toyota Camry LE

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

2008 Toyota Camry LE

Racine, WI

Unscored
$2,000211,050 mi

Comparison: 12 similar vehicles

Racine, WI

2008 Chevrolet Aveo LS

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

2008 Chevrolet Aveo LS

Lincolnwood, IL

Unscored
$2,264155,982 mi

Comparison: 17 similar vehicles

Lincolnwood, IL

2000 Mercury Sable LS PREMIUM

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

2000 Mercury Sable LS PREMIUM

Beloit, WI

UnscoredInsufficient · 0
$2,274128,501 mi

Beloit, WI

2004 Mercedes-Benz E-Class E500

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

2004 Mercedes-Benz E-Class E500

Waukegan, IL

UnscoredInsufficient · 0
$2,299252,878 mi

Waukegan, IL

2011 Chevrolet Malibu 1LS

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

2011 Chevrolet Malibu 1LS

Loves Park, IL

Unscored
$2,300121,145 mi

Comparison: 28 similar vehicles

Loves Park, IL

2007 Honda Accord SE

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

2007 Honda Accord SE

Mokena, IL

Unscored
$2,300274,298 mi

Comparison: 14 similar vehicles

Mokena, IL

2009 Kia Spectra EX

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

2009 Kia Spectra EX

New Lenox, IL

Unscored
$2,328197,145 mi

Comparison: 13 similar vehicles

New Lenox, IL

2010 Hyundai Elantra GLS

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

2010 Hyundai Elantra GLS

Chicago, IL

UnscoredInsufficient · 4
$2,338120,248 mi

Comparison: 4 similar vehicles

Chicago, IL

2011 Ford Fiesta SE

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

2011 Ford Fiesta SE

Chicago, IL

Unscored
$2,367201,124 mi

Comparison: 13 similar vehicles

Chicago, IL

2006 Honda Accord SE

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

2006 Honda Accord SE

Beloit, WI

UnscoredInsufficient · 0
$2,374243,785 mi

Beloit, WI

2014 Chevrolet Cruze LS

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

2014 Chevrolet Cruze LS

Lincolnwood, IL

Unscored
$2,378200,312 mi

Comparison: 16 similar vehicles

Lincolnwood, IL

2008 Kia Optima LX

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

2008 Kia Optima LX

Rockford, IL

UnscoredInsufficient · 4
$2,395204,629 mi

Comparison: 4 similar vehicles

Rockford, IL

2000 Mercedes-Benz E-Class E320 4matic Sedan

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

2000 Mercedes-Benz E-Class E320 4matic Sedan

Markham, IL

UnscoredInsufficient · 0
$2,400169,880 mi

Markham, IL

2006 Chevrolet Impala LT

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

2006 Chevrolet Impala LT

Woodstock, IL

UnscoredInsufficient · 3
$2,407157,982 mi

Comparison: 3 similar vehicles

Woodstock, IL

2015 Hyundai Accent GLS

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

2015 Hyundai Accent GLS

Chicago, IL

UnscoredInsufficient · 3
$2,495164,076 mi

Comparison: 3 similar vehicles

Chicago, IL

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Delavan, WI

UnscoredInsufficient · 0
$2,495190,176 mi

Delavan, WI

1998 Honda Civic LX

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

1998 Honda Civic LX

Chicago, IL

UnscoredInsufficient · 0
$2,499123,760 mi

Chicago, IL

2012 Hyundai Sonata SE

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

2012 Hyundai Sonata SE

Rockford, IL

UnscoredInsufficient · 4
$2,500250,407 mi

Comparison: 4 similar vehicles

Rockford, IL

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Chicago, IL

Unscored
$2,500157,188 mi

Comparison: 5 similar vehicles

Chicago, IL

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Midlothian, IL

Unscored
$2,500250,000 mi

Comparison: 21 similar vehicles

Midlothian, IL

2006 Acura TL Base

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

2006 Acura TL Base

Chicago, IL

Unscored
$2,500180,149 mi

Comparison: 5 similar vehicles

Chicago, IL

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Racine, WI

Unscored
$2,525211,408 mi

Comparison: 11 similar vehicles

Racine, WI

2003 Toyota Corolla LE

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

2003 Toyota Corolla LE

North Chicago, IL

UnscoredInsufficient · 0
$2,600228,000 mi

North Chicago, IL

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

South Beloit, IL

Unscored
$2,695177,752 mi

Comparison: 45 similar vehicles

South Beloit, IL

2002 Honda Civic LX

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

2002 Honda Civic LX

Chicago, IL

UnscoredInsufficient · 0
$2,697127,607 mi

Chicago, IL

2003 Honda Accord EX

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

2003 Honda Accord EX

Glendale Heights, IL

Unscored
$2,700208,331 mi

Comparison: 9 similar vehicles

Glendale Heights, IL

2000 Toyota Camry XLE

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

2000 Toyota Camry XLE

Villa Park, IL

UnscoredInsufficient · 0
$2,795275,000 mi

Villa Park, IL

2002 Ford Focus SE

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

2002 Ford Focus SE

Markham, IL

UnscoredInsufficient · 3
$2,80090,554 mi

Comparison: 3 similar vehicles

Markham, IL

2017 Nissan Versa Sedan S Plus

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

2017 Nissan Versa Sedan S Plus

Chicago, IL

UnscoredInsufficient · 3
$2,880160,000 mi

Comparison: 3 similar vehicles

Chicago, IL

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Waukegan, IL

Unscored
$2,900196,746 mi

Comparison: 20 similar vehicles

Waukegan, IL

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Glendale Heights, IL

Salvage title
$2,900143,610 mi

Glendale Heights, IL

2010 Chevrolet Impala LT

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

2010 Chevrolet Impala LT

Waukegan, IL

UnscoredInsufficient · 4
$2,900Mileage not verified

Comparison: 4 similar vehicles

Waukegan, IL

2008 Pontiac G6 1SV

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

2008 Pontiac G6 1SV

Newark, IL

UnscoredInsufficient · 4
$2,900151,540 mi

Comparison: 4 similar vehicles

Newark, IL

2008 Buick LaCrosse CX

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

2008 Buick LaCrosse CX

Waukegan, IL

UnscoredInsufficient · 0
$2,90048,944 mi

Waukegan, IL

2007 Toyota Camry LE

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

2007 Toyota Camry LE

Waukegan, IL

Unscored
$2,900185,874 mi

Comparison: 17 similar vehicles

Waukegan, IL

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Chicago, IL

Unscored
$2,912159,071 mi

Comparison: 18 similar vehicles

Chicago, IL

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Kenosha, WI

Unscored
$2,950189,302 mi

Comparison: 27 similar vehicles

Kenosha, 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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