Skip to main content
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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

9,498 listings found

2010 Ford Fusion Sport

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

2010 Ford Fusion Sport

Bardstown, KY

UnscoredLimited · 13
$1,750216,336 mi

Comparison: 13 similar vehicles

Bardstown, KY

2010 BMW 5 Series 528i

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

2010 BMW 5 Series 528i

Sparta, KY

UnscoredInsufficient · 0
$1,750225,423 mi

Sparta, KY

2001 Jaguar S-Type V6

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

2001 Jaguar S-Type V6

Sparta, KY

UnscoredInsufficient · 0
$1,750Mileage not verified

Sparta, KY

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Murray, KY

UnscoredRobust · 61
$1,800242,971 mi

Comparison: 61 similar vehicles

Murray, KY

2009 Chevrolet Cobalt LT

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

2009 Chevrolet Cobalt LT

Paris, KY

UnscoredLimited · 8
$1,900252,740 mi

Comparison: 8 similar vehicles

Paris, KY

2008 Nissan Sentra 2.0 S

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

2008 Nissan Sentra 2.0 S

Jeffersontown, KY

UnscoredInsufficient · 3
$1,950214,324 mi

Comparison: 3 similar vehicles

Jeffersontown, KY

2013 Chrysler 200 Limited

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

2013 Chrysler 200 Limited

Owensboro, KY

Salvage title
$1,995194,152 mi

Owensboro, KY

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Somerset, KY

UnscoredInsufficient · 3
$1,995214,084 mi

Comparison: 3 similar vehicles

Somerset, KY

2013 Ford Focus SE

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

2013 Ford Focus SE

Wingo, KY

UnscoredLimited · 19
$2,000259,029 mi

Comparison: 19 similar vehicles

Wingo, KY

2009 Ford Focus SE

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

2009 Ford Focus SE

Vanceburg, KY

UnscoredLimited · 9
$2,000241,503 mi

Comparison: 9 similar vehicles

Vanceburg, KY

2013 Ford Focus SE

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

2013 Ford Focus SE

Shepherdsville, KY

UnscoredRobust · 63
$2,200155,547 mi

Comparison: 63 similar vehicles

Shepherdsville, KY

2000 Toyota Corolla LE

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

2000 Toyota Corolla LE

Florence, KY

UnscoredInsufficient · 0
$2,299219,812 mi

Florence, KY

2009 Ford Taurus Limited

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

2009 Ford Taurus Limited

Georgetown, KY

UnscoredInsufficient · 0
$2,300195,630 mi

Georgetown, KY

2010 Ford Focus SES

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

2010 Ford Focus SES

Nicholasville, KY

UnscoredInsufficient · 4
$2,343Mileage not verified

Comparison: 4 similar vehicles

Nicholasville, KY

2005 Ford Taurus SEL

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

2005 Ford Taurus SEL

Somerset, KY

UnscoredInsufficient · 4
$2,400152,781 mi

Comparison: 4 similar vehicles

Somerset, KY

2002 INFINITI I35 Luxury

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

2002 INFINITI I35 Luxury

Walton, KY

UnscoredInsufficient · 0
$2,400148,434 mi

Walton, KY

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Florence, KY

Salvage title
$2,499170,000 mi

Florence, KY

2014 Ford Focus SE

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

2014 Ford Focus SE

Mayfield, KY

UnscoredModerate · 46
$2,500189,928 mi

Comparison: 46 similar vehicles

Mayfield, KY

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Madisonville, KY

UnscoredRobust · 66
$2,500151,421 mi

Comparison: 66 similar vehicles

Madisonville, KY

2014 Chevrolet Impala 1LZ

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

2014 Chevrolet Impala 1LZ

Shepherdsville, KY

UnscoredLimited · 13
$2,500195,747 mi

Comparison: 13 similar vehicles

Shepherdsville, KY

2012 Chevrolet Malibu Fleet

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

2012 Chevrolet Malibu Fleet

Maysville, KY

UnscoredInsufficient · 0
$2,500245,289 mi

Maysville, KY

2011 Nissan Altima S

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

2011 Nissan Altima S

Shepherdsville, KY

UnscoredModerate · 22
$2,500172,910 mi

Comparison: 22 similar vehicles

Shepherdsville, KY

2010 Ford Fusion SEL

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

2010 Ford Fusion SEL

Nicholasville, KY

Fair PriceModerate · 21
$2,500242,703 mi

Market: $2,000 – $8,500

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Nicholasville, KY

1998 Lincoln Continental Base

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

1998 Lincoln Continental Base

London, KY

UnscoredInsufficient · 0
$2,500179,249 mi

London, KY

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Muldraugh, KY

UnscoredLimited · 9
$2,649225,926 mi

Comparison: 9 similar vehicles

Muldraugh, KY

2014 Ford Taurus Limited

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

2014 Ford Taurus Limited

Murray, KY

UnscoredLimited · 9
$2,800179,433 mi

Comparison: 9 similar vehicles

Murray, KY

2006 Buick LaCrosse CXL

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

2006 Buick LaCrosse CXL

Walton, KY

UnscoredInsufficient · 0
$2,800187,127 mi

Walton, KY

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Crestwood, KY

Salvage title
$2,850197,705 mi

Crestwood, KY

2013 Subaru Impreza 2.0I Premium

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

2013 Subaru Impreza 2.0I Premium

Alexandria, KY

UnscoredLimited · 6
$2,885170,621 mi

Comparison: 6 similar vehicles

Alexandria, KY

2010 Chevrolet Aveo 1LT

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

2010 Chevrolet Aveo 1LT

Vanceburg, KY

UnscoredInsufficient · 0
$2,950102,641 mi

Vanceburg, KY

2005 Mazda MAZDA3 I

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

2005 Mazda MAZDA3 I

Jeffersontown, KY

UnscoredInsufficient · 3
$2,950174,002 mi

Comparison: 3 similar vehicles

Jeffersontown, KY

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Corbin, KY

Salvage title
$2,990171,899 mi

Corbin, KY

2010 Chevrolet Malibu 2LT

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

2010 Chevrolet Malibu 2LT

Corbin, KY

UnscoredInsufficient · 4
$2,990168,076 mi

Comparison: 4 similar vehicles

Corbin, KY

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Corbin, KY

UnscoredInsufficient · 4
$2,990196,000 mi

Comparison: 4 similar vehicles

Corbin, KY

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Louisville, KY

Fair PriceRobust · 54
$2,995169,035 mi

Market: $2,000 – $11,990

Comparison: 54 similar vehicles

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

Louisville, KY

2012 Ford Fusion SE

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

2012 Ford Fusion SE

London, KY

Fair PriceModerate · 39
$2,995192,651 mi

Market: $2,499 – $10,000

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

London, KY

2011 Hyundai Elantra GLS

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

2011 Hyundai Elantra GLS

Nicholasville, KY

UnscoredLimited · 14
$2,995229,245 mi

Comparison: 14 similar vehicles

Nicholasville, KY

2008 Chrysler Sebring LX

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

2008 Chrysler Sebring LX

Somerset, KY

UnscoredInsufficient · 0
$2,995208,969 mi

Somerset, KY

2003 Chevrolet Impala LS

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

2003 Chevrolet Impala LS

Bardstown, KY

UnscoredInsufficient · 0
$2,995254,001 mi

Bardstown, KY

No Photo

2002 Volkswagen Passat GLS

Lexington, KY

UnscoredInsufficient · 0
$2,995Mileage not verified

Lexington, KY

1997 Honda Accord SPECIAL EDITION

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

1997 Honda Accord SPECIAL EDITION

Owensboro, KY

UnscoredInsufficient · 0
$2,995Mileage not verified

Owensboro, KY

2013 Dodge Avenger SE

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

2013 Dodge Avenger SE

Hartford, KY

UnscoredInsufficient · 3
$2,999227,179 mi

Comparison: 3 similar vehicles

Hartford, KY

2005 Buick LeSabre Custom

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

2005 Buick LeSabre Custom

Hartford, KY

UnscoredInsufficient · 0
$2,999160,924 mi

Hartford, KY

2001 Toyota Avalon XL

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

2001 Toyota Avalon XL

Florence, KY

Salvage title
$2,999215,074 mi

Florence, KY

2000 Lexus ES 300

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

2000 Lexus ES 300

Maysville, KY

UnscoredInsufficient · 0
$2,999225,658 mi

Maysville, KY

2014 Chrysler 200 Limited

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

2014 Chrysler 200 Limited

Columbia, KY

UnscoredLimited · 6
$3,000201,033 mi

Comparison: 6 similar vehicles

Columbia, KY

2012 Honda Accord EX-L

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

2012 Honda Accord EX-L

Morehead, KY

UnscoredLimited · 17
$3,000202,200 mi

Comparison: 17 similar vehicles

Morehead, KY

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Louisville, KY

Fair PriceLimited · 13
$3,000155,653 mi

Market: $2,990 – $9,995

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 169 days listed (based on current market benchmarks)

Louisville, KY

2016 Chevrolet Malibu Limited Fleet

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

2016 Chevrolet Malibu Limited Fleet

Glasgow, KY

UnscoredInsufficient · 0
$3,008246,565 mi

Glasgow, KY

2011 Chevrolet Cruze 2LT

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

2011 Chevrolet Cruze 2LT

Winchester, KY

UnscoredInsufficient · 3
$3,150195,154 mi

Comparison: 3 similar vehicles

Winchester, KY

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 manage their profile, 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, exports, and enhanced merchandising.
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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.