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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

1,070 listings found

2007 Saturn Aura XR

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

2007 Saturn Aura XR

Keytesville, MO

UnscoredInsufficient · 0
$1,800268,350 mi

Keytesville, MO

2000 Ford Taurus SE

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

2000 Ford Taurus SE

Oak Grove, MO

UnscoredInsufficient · 0
$2,150220,172 mi

Oak Grove, MO

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Kansas City, MO

UnscoredLimited · 6
$2,500301,000 mi

Comparison: 6 similar vehicles

Kansas City, MO

No Photo

2005 Chevrolet Cobalt LS

Kansas City, MO

UnscoredInsufficient · 0
$2,500104,510 mi

Kansas City, MO

No Photo

2004 Saturn ION 2

Kansas City, MO

UnscoredInsufficient · 0
$2,500151,360 mi

Kansas City, MO

No Photo

2013 Kia Forte EX

Kansas City, MO

UnscoredInsufficient · 0
$3,000116,360 mi

Kansas City, MO

2009 Buick Lucerne CXL

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

2009 Buick Lucerne CXL

Keytesville, MO

UnscoredLimited · 11
$3,000236,506 mi

Comparison: 11 similar vehicles

Keytesville, MO

No Photo

2009 Lincoln MKZ Base

Kansas City, MO

UnscoredInsufficient · 0
$3,000100,324 mi

Kansas City, MO

2008 Dodge Avenger SXT

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

2008 Dodge Avenger SXT

Lexington, MO

UnscoredInsufficient · 3
$3,000173,826 mi

Comparison: 3 similar vehicles

Lexington, MO

2006 Ford Focus ZX4 S

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

2006 Ford Focus ZX4 S

Raytown, MO

UnscoredInsufficient · 0
$3,250139,085 mi

Raytown, MO

2002 Chevrolet Impala Base

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

2002 Chevrolet Impala Base

Independence, MO

UnscoredInsufficient · 0
$3,250218,617 mi

Independence, MO

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Raytown, MO

UnscoredInsufficient · 3
$3,400181,569 mi

Comparison: 3 similar vehicles

Raytown, MO

2017 Hyundai Sonata SE

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

2017 Hyundai Sonata SE

Kansas City, MO

UnscoredLimited · 8
$3,450203,733 mi

Comparison: 8 similar vehicles

Kansas City, MO

2004 Buick LeSabre Limited

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

2004 Buick LeSabre Limited

Independence, MO

UnscoredInsufficient · 0
$3,450180,500 mi

Independence, MO

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Raytown, MO

UnscoredInsufficient · 0
$3,495287,198 mi

Raytown, MO

2011 Ford Focus SE

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

2011 Ford Focus SE

Kansas City, MO

UnscoredLimited · 7
$3,499139,000 mi

Comparison: 7 similar vehicles

Kansas City, MO

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Lexington, MO

UnscoredLimited · 15
$3,500166,000 mi

Comparison: 15 similar vehicles

Lexington, MO

2006 Chevrolet Malibu LS

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

2006 Chevrolet Malibu LS

Lexington, MO

UnscoredLimited · 10
$3,500193,145 mi

Comparison: 10 similar vehicles

Lexington, MO

2006 Pontiac Grand Prix GP

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

2006 Pontiac Grand Prix GP

Independence, MO

UnscoredLimited · 5
$3,500155,785 mi

Comparison: 5 similar vehicles

Independence, MO

2003 Ford Taurus SE

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

2003 Ford Taurus SE

Kansas City, MO

UnscoredInsufficient · 0
$3,50082,000 mi

Kansas City, MO

2008 Hyundai Sonata SE

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

2008 Hyundai Sonata SE

Sedalia, MO

UnscoredInsufficient · 0
$3,695236,000 mi

Sedalia, MO

2007 Chevrolet Aveo LS

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

2007 Chevrolet Aveo LS

Sedalia, MO

UnscoredInsufficient · 0
$3,750161,000 mi

Sedalia, MO

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Lexington, MO

UnscoredLimited · 6
$3,800185,164 mi

Comparison: 6 similar vehicles

Lexington, MO

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Lexington, MO

UnscoredLimited · 5
$3,950200,000 mi

Comparison: 5 similar vehicles

Lexington, MO

2012 Ford Focus SE

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

2012 Ford Focus SE

Kansas City, MO

UnscoredLimited · 8
$3,950163,504 mi

Comparison: 8 similar vehicles

Kansas City, MO

2011 Nissan Altima S

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

2011 Nissan Altima S

Independence, MO

UnscoredLimited · 8
$3,950192,576 mi

Comparison: 8 similar vehicles

Independence, MO

2000 Lincoln Town Car SIGNATURE

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

2000 Lincoln Town Car SIGNATURE

Sedalia, MO

UnscoredInsufficient · 0
$3,990139,000 mi

Sedalia, MO

2015 Kia Forte EX

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

2015 Kia Forte EX

Lexington, MO

UnscoredLimited · 6
$3,995162,391 mi

Comparison: 6 similar vehicles

Lexington, MO

2009 Pontiac G6

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

2009 Pontiac G6

Blue Springs, MO

UnscoredInsufficient · 0
$3,995124,383 mi

Blue Springs, MO

2008 Honda Civic LX

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

2008 Honda Civic LX

Raytown, MO

UnscoredLimited · 5
$3,995169,960 mi

Comparison: 5 similar vehicles

Raytown, MO

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Independence, MO

UnscoredLimited · 11
$3,999151,281 mi

Comparison: 11 similar vehicles

Independence, MO

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Raytown, MO

UnscoredInsufficient · 0
$3,999114,035 mi

Raytown, MO

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Kansas City, MO

UnscoredInsufficient · 4
$4,250221,500 mi

Comparison: 4 similar vehicles

Kansas City, MO

2006 Hyundai Sonata LX

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

2006 Hyundai Sonata LX

Independence, MO

UnscoredLimited · 5
$4,450139,579 mi

Comparison: 5 similar vehicles

Independence, MO

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Independence, MO

UnscoredLimited · 12
$4,500201,255 mi

Comparison: 12 similar vehicles

Independence, MO

2012 Chrysler 200 Limited

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

2012 Chrysler 200 Limited

Lexington, MO

UnscoredLimited · 8
$4,500154,231 mi

Comparison: 8 similar vehicles

Lexington, MO

2012 Nissan Maxima SV

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

2012 Nissan Maxima SV

Lexington, MO

UnscoredLimited · 5
$4,500189,117 mi

Comparison: 5 similar vehicles

Lexington, MO

2007 Mercedes-Benz C-Class C230 Sport

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

2007 Mercedes-Benz C-Class C230 Sport

Kansas City, MO

UnscoredInsufficient · 0
$4,500149,000 mi

Kansas City, MO

No Photo

2003 Honda Accord LX

Raytown, MO

UnscoredInsufficient · 0
$4,500208,000 mi

Raytown, MO

2009 Mercury Sable Premier

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

2009 Mercury Sable Premier

Raytown, MO

UnscoredInsufficient · 0
$4,650132,469 mi

Raytown, MO

2011 Mercedes-Benz C-Class C300 Luxury

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

2011 Mercedes-Benz C-Class C300 Luxury

Kansas City, MO

UnscoredInsufficient · 0
$4,900175,000 mi

Kansas City, MO

2014 Nissan Sentra SV

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

2014 Nissan Sentra SV

Independence, MO

UnscoredInsufficient · 3
$4,950179,205 mi

Comparison: 3 similar vehicles

Independence, MO

2014 Kia Forte EX

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

2014 Kia Forte EX

Bates City, MO

UnscoredLimited · 6
$4,950178,234 mi

Comparison: 6 similar vehicles

Bates City, MO

2011 Cadillac CTS Luxury Collection

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

2011 Cadillac CTS Luxury Collection

Independence, MO

UnscoredInsufficient · 0
$4,950225,791 mi

Independence, MO

No Photo

2011 Buick Regal CXL

Blue Springs, MO

UnscoredInsufficient · 0
$4,950120,122 mi

Blue Springs, MO

2015 Ford Fusion SE

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

2015 Ford Fusion SE

Kansas City, MO

UnscoredLimited · 14
$4,995190,347 mi

Comparison: 14 similar vehicles

Kansas City, MO

2013 Volkswagen Jetta SE

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

2013 Volkswagen Jetta SE

Independence, MO

UnscoredInsufficient · 0
$4,995198,691 mi

Independence, MO

2012 Chevrolet Sonic 2LS

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

2012 Chevrolet Sonic 2LS

Raytown, MO

UnscoredInsufficient · 0
$4,99561,148 mi

Raytown, MO

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Independence, MO

UnscoredInsufficient · 0
$4,995140,216 mi

Independence, MO

2010 Ford Fusion Sport

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

2010 Ford Fusion Sport

Independence, MO

UnscoredInsufficient · 0
$4,995202,914 mi

Independence, MO

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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