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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 24, 2026

6M+

Unique vehicles analyzed

as of October 24, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

840 listings found

2004 Cadillac CTS Base

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

2004 Cadillac CTS Base

Henderson, KY

UnscoredInsufficient · 0
$3,500191,236 mi

Henderson, KY

2001 Ford Focus SE

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

2001 Ford Focus SE

Henderson, KY

UnscoredInsufficient · 0
$5,400111,851 mi

Henderson, KY

2015 Chrysler 200 S

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

2015 Chrysler 200 S

Henderson, KY

UnscoredModerate · 42
$5,900157,141 mi

Comparison: 42 similar vehicles

Henderson, KY

2013 Nissan Altima Sedan SV

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

2013 Nissan Altima Sedan SV

Henderson, KY

UnscoredModerate · 23
$5,900166,749 mi

Comparison: 23 similar vehicles

Henderson, KY

2009 Dodge Grand Caravan SE

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

2009 Dodge Grand Caravan SE

Henderson, KY

UnscoredLimited · 6
$5,900110,514 mi

Comparison: 6 similar vehicles

Henderson, KY

2011 Ford F-150 STX

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

2011 Ford F-150 STX

Henderson, KY

UnscoredLimited · 5
$5,995172,671 mi

Comparison: 5 similar vehicles

Henderson, KY

2014 Chrysler Town & Country Touring

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

2014 Chrysler Town & Country Touring

Henderson, KY

Fair PriceModerate · 48
$6,000117,016 mi

Market: $3,900 – $16,495

Comparison: 48 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Henderson, KY

2004 Chevrolet Impala LS

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

2004 Chevrolet Impala LS

Henderson, KY

UnscoredInsufficient · 0
$6,000190,593 mi

Henderson, KY

2009 Ford Taurus SE

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

2009 Ford Taurus SE

Henderson, KY

OverpricedLimited · 17
$6,600125,756 mi

Market: $3,750 – $5,000

Comparison: 17 similar vehicles

Priced ~32% above the typical market range for similar vehicles (based on current market benchmarks)

Henderson, KY

2018 Nissan Kicks SV

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

2018 Nissan Kicks SV

Henderson, KY

UnscoredLimited · 6
$6,900207,793 mi

Comparison: 6 similar vehicles

Henderson, KY

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Henderson, KY

UnscoredLimited · 5
$6,900163,957 mi

Comparison: 5 similar vehicles

Henderson, KY

2006 GMC Yukon XL Denali

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

2006 GMC Yukon XL Denali

Henderson, KY

UnscoredInsufficient · 0
$6,900181,471 mi

Henderson, KY

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Henderson, KY

UnscoredLimited · 13
$6,980269,176 mi

Comparison: 13 similar vehicles

Henderson, KY

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Henderson, KY

UnscoredLimited · 12
$6,995170,367 mi

Comparison: 12 similar vehicles

Henderson, KY

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Henderson, KY

UnscoredRobust · 69
$6,995144,241 mi

Comparison: 69 similar vehicles

Henderson, KY

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Henderson, KY

UnscoredLimited · 5
$6,995132,120 mi

Comparison: 5 similar vehicles

Henderson, KY

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Henderson, KY

UnscoredLimited · 6
$6,995161,130 mi

Comparison: 6 similar vehicles

Henderson, KY

2010 Chevrolet Equinox 1LT

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

2010 Chevrolet Equinox 1LT

Henderson, KY

UnscoredLimited · 15
$6,995134,515 mi

Comparison: 15 similar vehicles

Henderson, KY

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Henderson, KY

Fair PriceModerate · 28
$7,300115,206 mi

Market: $2,900 – $8,995

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1019 days listed (based on current market benchmarks)

Henderson, KY

2015 Chevrolet Equinox LS

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

2015 Chevrolet Equinox LS

Henderson, KY

UnscoredModerate · 42
$7,900125,432 mi

Comparison: 42 similar vehicles

Henderson, KY

2011 Ford Fusion Hybrid

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

2011 Ford Fusion Hybrid

Henderson, KY

UnscoredInsufficient · 0
$7,900143,036 mi

Henderson, KY

2004 Chevrolet TrailBlazer LS

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

2004 Chevrolet TrailBlazer LS

Henderson, KY

UnscoredInsufficient · 0
$7,980112,658 mi

Henderson, KY

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Henderson, KY

Fair PriceModerate · 27
$7,995102,776 mi

Market: $4,980 – $13,744

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Henderson, KY

2015 Ford Explorer Limited

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

2015 Ford Explorer Limited

Henderson, KY

UnscoredLimited · 9
$7,995167,504 mi

Comparison: 9 similar vehicles

Henderson, KY

2015 Dodge Journey CrossRoad

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

2015 Dodge Journey CrossRoad

Henderson, KY

UnscoredInsufficient · 3
$7,995139,385 mi

Comparison: 3 similar vehicles

Henderson, KY

2015 Mitsubishi Outlander Sport ES

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

2015 Mitsubishi Outlander Sport ES

Henderson, KY

UnscoredLimited · 7
$7,995132,484 mi

Comparison: 7 similar vehicles

Henderson, KY

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Henderson, KY

UnscoredModerate · 23
$7,995139,404 mi

Comparison: 23 similar vehicles

Henderson, KY

2013 Chrysler Town & Country Touring-L

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

2013 Chrysler Town & Country Touring-L

Henderson, KY

Fair PriceLimited · 10
$7,995118,201 mi

Market: $3,500 – $13,399

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 178 days listed (based on current market benchmarks)

Henderson, KY

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Henderson, KY

UnscoredRobust · 66
$7,995141,383 mi

Comparison: 66 similar vehicles

Henderson, KY

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Henderson, KY

Fair PriceLimited · 10
$7,995115,409 mi

Market: $2,999 – $10,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 234 days listed (based on current market benchmarks)

Henderson, KY

2012 Chevrolet Equinox LS

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

2012 Chevrolet Equinox LS

Henderson, KY

Fair PriceLimited · 17
$7,995115,137 mi

Market: $4,600 – $9,614

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Henderson, KY

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Henderson, KY

UnscoredModerate · 35
$7,995141,971 mi

Comparison: 35 similar vehicles

Henderson, KY

2017 GMC Acadia Denali

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

2017 GMC Acadia Denali

Henderson, KY

UnscoredLimited · 9
$8,900225,585 mi

Comparison: 9 similar vehicles

Henderson, KY

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Henderson, KY

UnscoredLimited · 5
$8,90096,329 mi

Comparison: 5 similar vehicles

Henderson, KY

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Henderson, KY

UnscoredRobust · 75
$8,995136,818 mi

Comparison: 75 similar vehicles

Henderson, KY

2016 Ford Explorer Base

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

2016 Ford Explorer Base

Henderson, KY

UnscoredLimited · 19
$8,995137,238 mi

Comparison: 19 similar vehicles

Henderson, KY

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Henderson, KY

UnscoredModerate · 21
$8,995176,338 mi

Comparison: 21 similar vehicles

Henderson, KY

2015 Chevrolet Impala Limited 2FL

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

2015 Chevrolet Impala Limited 2FL

Henderson, KY

UnscoredLimited · 14
$8,995136,889 mi

Comparison: 14 similar vehicles

Henderson, KY

2015 GMC Terrain SLE-2

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

2015 GMC Terrain SLE-2

Henderson, KY

UnscoredModerate · 49
$8,995120,999 mi

Comparison: 49 similar vehicles

Henderson, KY

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Henderson, KY

UnscoredLimited · 7
$8,995194,087 mi

Comparison: 7 similar vehicles

Henderson, KY

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Henderson, KY

Fair PriceModerate · 28
$8,995117,653 mi

Market: $4,995 – $10,000

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

Henderson, KY

2012 Dodge Durango R/T

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

2012 Dodge Durango R/T

Henderson, KY

UnscoredInsufficient · 0
$8,995160,625 mi

Henderson, KY

2012 Cadillac CTS Sport Sedan Performance Collection

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

2012 Cadillac CTS Sport Sedan Performance Collection

Henderson, KY

UnscoredInsufficient · 0
$8,995132,232 mi

Henderson, KY

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Henderson, KY

UnscoredRobust · 80
$9,900137,066 mi

Comparison: 80 similar vehicles

Henderson, KY

2017 Chrysler Pacifica Touring-L

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

2017 Chrysler Pacifica Touring-L

Henderson, KY

UnscoredModerate · 25
$9,900180,765 mi

Comparison: 25 similar vehicles

Henderson, KY

2016 Jeep Renegade Trailhawk

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

2016 Jeep Renegade Trailhawk

Henderson, KY

UnscoredModerate · 35
$9,900147,988 mi

Comparison: 35 similar vehicles

Henderson, KY

2011 Toyota Sienna XLE

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

2011 Toyota Sienna XLE

Henderson, KY

UnscoredLimited · 13
$9,900218,930 mi

Comparison: 13 similar vehicles

Henderson, KY

2009 Toyota Highlander Limited

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

2009 Toyota Highlander Limited

Henderson, KY

UnscoredLimited · 9
$9,900208,786 mi

Comparison: 9 similar vehicles

Henderson, KY

2017 Chrysler 200 Limited

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

2017 Chrysler 200 Limited

Henderson, KY

UnscoredLimited · 11
$9,980120,061 mi

Comparison: 11 similar vehicles

Henderson, KY

2014 Chevrolet Malibu 1LT

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

2014 Chevrolet Malibu 1LT

Henderson, KY

UnscoredLimited · 9
$9,98088,530 mi

Comparison: 9 similar vehicles

Henderson, KY

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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