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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 21, 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

15,278 listings found

2007 Subaru Forester 2.5 X

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

2007 Subaru Forester 2.5 X

Crystal City, MO

UnscoredInsufficient · 0
$2,450173,056 mi

Crystal City, MO

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Crystal City, MO

UnscoredInsufficient · 4
$2,500176,777 mi

Comparison: 4 similar vehicles

Crystal City, MO

2006 Subaru Forester X

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

2006 Subaru Forester X

Festus, MO

UnscoredInsufficient · 0
$2,500139,446 mi

Festus, MO

2012 GMC Terrain SLT-1

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

2012 GMC Terrain SLT-1

Cadet, MO

UnscoredInsufficient · 3
$3,500205,265 mi

Comparison: 3 similar vehicles

Cadet, MO

1998 Lincoln Navigator Base

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

1998 Lincoln Navigator Base

Steeleville, IL

UnscoredInsufficient · 0
$3,550220,816 mi

Steeleville, IL

2006 Hyundai Tucson GLS

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

2006 Hyundai Tucson GLS

St. Louis, MO

UnscoredInsufficient · 0
$3,600198,013 mi

St. Louis, MO

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

St. Louis, MO

UnscoredInsufficient · 0
$3,850153,200 mi

St. Louis, MO

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Valley Park, MO

UnscoredInsufficient · 4
$3,900214,000 mi

Comparison: 4 similar vehicles

Valley Park, MO

2009 Ford Escape XLS

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

2009 Ford Escape XLS

Valley Park, MO

UnscoredInsufficient · 0
$3,900181,000 mi

Valley Park, MO

2008 Honda CR-V LX

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

2008 Honda CR-V LX

Valley Park, MO

UnscoredInsufficient · 0
$3,900258,334 mi

Valley Park, MO

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Cadet, MO

UnscoredLimited · 10
$3,948159,000 mi

Comparison: 10 similar vehicles

Cadet, MO

2016 Jeep Patriot Latitude

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

2016 Jeep Patriot Latitude

Pacific, MO

UnscoredInsufficient · 3
$3,950189,000 mi

Comparison: 3 similar vehicles

Pacific, MO

No Photo

2011 Ford Escape XLT

Sullivan, MO

UnscoredModerate · 23
$3,980143,142 mi

Comparison: 23 similar vehicles

Sullivan, MO

2009 Pontiac Torrent Base

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

2009 Pontiac Torrent Base

House Springs, MO

UnscoredInsufficient · 0
$3,995146,000 mi

House Springs, MO

2006 Buick Rendezvous CX

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

2006 Buick Rendezvous CX

Fenton, MO

UnscoredInsufficient · 4
$3,995101,764 mi

Comparison: 4 similar vehicles

Fenton, MO

2007 Honda Pilot EX

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

2007 Honda Pilot EX

St. Louis, MO

UnscoredLimited · 7
$3,999256,484 mi

Comparison: 7 similar vehicles

St. Louis, MO

2010 BMW X3 xDrive30i

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

2010 BMW X3 xDrive30i

Fenton, MO

UnscoredInsufficient · 0
$4,290197,690 mi

Fenton, MO

2004 BMW X5 3.0i

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

2004 BMW X5 3.0i

Fenton, MO

UnscoredInsufficient · 0
$4,290172,033 mi

Fenton, MO

2010 Dodge Journey SXT

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

2010 Dodge Journey SXT

St. Louis, MO

UnscoredInsufficient · 4
$4,295183,704 mi

Comparison: 4 similar vehicles

St. Louis, MO

2011 Mazda Tribute i Sport

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

2011 Mazda Tribute i Sport

St. Louis, MO

UnscoredInsufficient · 0
$4,300153,100 mi

St. Louis, MO

2007 Saturn VUE 3.5L

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

2007 Saturn VUE 3.5L

Fenton, MO

UnscoredInsufficient · 0
$4,490113,645 mi

Fenton, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Bourbon, MO

UnscoredInsufficient · 4
$4,495221,716 mi

Comparison: 4 similar vehicles

Bourbon, MO

2016 Kia Sorento LX

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

2016 Kia Sorento LX

Bourbon, MO

UnscoredModerate · 24
$4,495182,505 mi

Comparison: 24 similar vehicles

Bourbon, MO

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Arnold, MO

UnscoredInsufficient · 0
$4,495249,654 mi

Arnold, MO

2006 Mazda Tribute i

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

2006 Mazda Tribute i

St. Louis, MO

UnscoredInsufficient · 0
$4,499196,000 mi

St. Louis, MO

2005 Hyundai Santa Fe GLS

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

2005 Hyundai Santa Fe GLS

Union, MO

UnscoredInsufficient · 0
$4,500203,832 mi

Union, MO

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Fenton, MO

UnscoredLimited · 11
$4,690209,436 mi

Comparison: 11 similar vehicles

Fenton, MO

2016 Dodge Journey CrossRoad Plus

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

2016 Dodge Journey CrossRoad Plus

St. Louis, MO

UnscoredInsufficient · 4
$4,800167,523 mi

Comparison: 4 similar vehicles

St. Louis, MO

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Fenton, MO

UnscoredInsufficient · 0
$4,800214,674 mi

Fenton, MO

2001 Lexus RX 300

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

2001 Lexus RX 300

Steeleville, IL

UnscoredInsufficient · 3
$4,800197,630 mi

Comparison: 3 similar vehicles

Steeleville, IL

2012 Cadillac SRX Performance Collection

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

2012 Cadillac SRX Performance Collection

House Springs, MO

UnscoredInsufficient · 3
$4,860202,000 mi

Comparison: 3 similar vehicles

House Springs, MO

No Photo

2010 Cadillac SRX Premium Collection

Sullivan, MO

UnscoredInsufficient · 0
$4,880211,623 mi

Sullivan, MO

2016 Ford Escape SE

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

2016 Ford Escape SE

Fenton, MO

UnscoredLimited · 17
$4,895139,136 mi

Comparison: 17 similar vehicles

Fenton, MO

2014 Dodge Journey American Value Package

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

2014 Dodge Journey American Value Package

Valley Park, MO

UnscoredInsufficient · 0
$4,900161,000 mi

Valley Park, MO

2011 Ford Escape XLT

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

2011 Ford Escape XLT

Valley Park, MO

UnscoredLimited · 9
$4,900163,000 mi

Comparison: 9 similar vehicles

Valley Park, MO

2008 GMC Envoy Denali

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

2008 GMC Envoy Denali

Richwoods, MO

UnscoredInsufficient · 0
$4,950201,008 mi

Richwoods, MO

2006 Kia Sportage EX

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

2006 Kia Sportage EX

Pacific, MO

UnscoredInsufficient · 0
$4,950184,000 mi

Pacific, MO

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Fenton, MO

Salvage title
$4,990165,858 mi

Fenton, MO

2010 Ford Edge Limited

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

2010 Ford Edge Limited

St. Louis, MO

UnscoredLimited · 5
$4,990161,773 mi

Comparison: 5 similar vehicles

St. Louis, MO

2009 Hyundai Santa Fe Limited

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

2009 Hyundai Santa Fe Limited

St. Louis, MO

UnscoredInsufficient · 0
$4,990157,147 mi

St. Louis, MO

2005 Jeep Grand Cherokee Limited

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

2005 Jeep Grand Cherokee Limited

Fenton, MO

UnscoredInsufficient · 0
$4,990198,501 mi

Fenton, MO

2016 GMC Terrain SLE-1

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

2016 GMC Terrain SLE-1

St. Louis, MO

UnscoredInsufficient · 3
$4,995146,733 mi

Comparison: 3 similar vehicles

St. Louis, MO

2016 Buick Encore Base

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

2016 Buick Encore Base

House Springs, MO

UnscoredInsufficient · 3
$4,995186,000 mi

Comparison: 3 similar vehicles

House Springs, MO

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

High Ridge, MO

UnscoredModerate · 22
$4,995165,016 mi

Comparison: 22 similar vehicles

High Ridge, MO

2013 Buick Encore Leather

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

2013 Buick Encore Leather

St. Louis, MO

UnscoredInsufficient · 4
$4,995140,541 mi

Comparison: 4 similar vehicles

St. Louis, MO

2009 Ford Edge SEL

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

2009 Ford Edge SEL

St. Louis, MO

UnscoredInsufficient · 3
$4,995231,945 mi

Comparison: 3 similar vehicles

St. Louis, MO

2008 Ford Escape XLT

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

2008 Ford Escape XLT

St. Louis, MO

UnscoredLimited · 10
$4,995170,047 mi

Comparison: 10 similar vehicles

St. Louis, MO

2007 Dodge Nitro SXT

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

2007 Dodge Nitro SXT

St. Louis, MO

UnscoredInsufficient · 0
$4,995115,423 mi

St. Louis, MO

2006 Dodge Durango Limited

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

2006 Dodge Durango Limited

St. Louis, MO

UnscoredInsufficient · 0
$4,995189,584 mi

St. Louis, MO

2010 Volvo XC60 3.2

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

2010 Volvo XC60 3.2

St. Louis, MO

UnscoredInsufficient · 0
$4,999180,000 mi

St. Louis, 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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