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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

7,729 listings found

2000 Dodge Durango SLT

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

2000 Dodge Durango SLT

Hemet, CA

UnscoredInsufficient · 0
$3,999111,868 mi

Hemet, CA

2003 GMC Envoy SLE

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

2003 GMC Envoy SLE

Banning, CA

UnscoredInsufficient · 0
$4,552272,189 mi

Banning, CA

2006 Lexus RX 400h

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

2006 Lexus RX 400h

Indio, CA

UnscoredLimited · 5
$4,995221,989 mi

Comparison: 5 similar vehicles

Indio, CA

2016 Dodge Journey SE

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

2016 Dodge Journey SE

Banning, CA

UnscoredLimited · 8
$4,999138,892 mi

Comparison: 8 similar vehicles

Banning, CA

2007 Hyundai Tucson SE

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

2007 Hyundai Tucson SE

Banning, CA

UnscoredInsufficient · 0
$5,350122,295 mi

Banning, CA

2011 Chevrolet Equinox 1LT

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

2011 Chevrolet Equinox 1LT

Banning, CA

UnscoredInsufficient · 0
$5,888139,604 mi

Banning, CA

2005 Nissan Murano S

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

2005 Nissan Murano S

Palm Desert, CA

UnscoredInsufficient · 0
$5,90081,000 mi

Palm Desert, CA

2006 Saturn VUE Base

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

2006 Saturn VUE Base

Hemet, CA

UnscoredInsufficient · 0
$5,990118,419 mi

Hemet, CA

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Coachella, CA

UnscoredInsufficient · 3
$5,995183,929 mi

Comparison: 3 similar vehicles

Coachella, CA

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Banning, CA

UnscoredInsufficient · 0
$5,997166,659 mi

Banning, CA

2011 Nissan Rogue SV

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

2011 Nissan Rogue SV

Palm Desert, CA

UnscoredInsufficient · 3
$5,999120,000 mi

Comparison: 3 similar vehicles

Palm Desert, CA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Palm Desert, CA

UnscoredInsufficient · 0
$6,028140,077 mi

Palm Desert, CA

2007 Mercedes-Benz GL-Class GL450

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

2007 Mercedes-Benz GL-Class GL450

Palm Desert, CA

UnscoredLimited · 8
$6,038143,000 mi

Comparison: 8 similar vehicles

Palm Desert, CA

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Palm Desert, CA

UnscoredLimited · 6
$6,618133,000 mi

Comparison: 6 similar vehicles

Palm Desert, CA

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Palm Desert, CA

UnscoredLimited · 7
$6,799120,000 mi

Comparison: 7 similar vehicles

Palm Desert, CA

2012 Hyundai Santa Fe SE

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

2012 Hyundai Santa Fe SE

Cathedral City, CA

UnscoredInsufficient · 0
$6,87538,444 mi

Cathedral City, CA

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Palm Desert, CA

UnscoredLimited · 5
$6,900125,000 mi

Comparison: 5 similar vehicles

Palm Desert, CA

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

Palm Desert, CA

UnscoredInsufficient · 0
$6,900111,000 mi

Palm Desert, CA

2020 Jeep Cherokee Latitude Plus

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

2020 Jeep Cherokee Latitude Plus

Cathedral City, CA

UnscoredLimited · 10
$6,940146,393 mi

Comparison: 10 similar vehicles

Cathedral City, CA

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Banning, CA

UnscoredInsufficient · 3
$6,998146,651 mi

Comparison: 3 similar vehicles

Banning, CA

2017 Dodge Journey SXT

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

2017 Dodge Journey SXT

Hemet, CA

UnscoredLimited · 12
$6,999161,744 mi

Comparison: 12 similar vehicles

Hemet, CA

2010 Lincoln MKT EcoBoost

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

2010 Lincoln MKT EcoBoost

Palm Desert, CA

UnscoredInsufficient · 0
$6,999122,000 mi

Palm Desert, CA

2010 Mitsubishi Outlander SE

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

2010 Mitsubishi Outlander SE

Hemet, CA

UnscoredInsufficient · 0
$6,999115,557 mi

Hemet, CA

2016 Jeep Compass Sport

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

2016 Jeep Compass Sport

Palm Desert, CA

UnscoredLimited · 8
$7,13493,000 mi

Comparison: 8 similar vehicles

Palm Desert, CA

2007 Lexus RX 350

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

2007 Lexus RX 350

San Jacinto, CA

UnscoredModerate · 23
$7,332193,151 mi

Comparison: 23 similar vehicles

San Jacinto, CA

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Palm Desert, CA

Fair PriceLimited · 19
$7,49972,000 mi

Market: $4,499 – $12,995

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Palm Desert, CA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Cathedral City, CA

Fair PriceModerate · 36
$7,73590,243 mi

Market: $6,950 – $23,172

Comparison: 36 similar vehicles

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

Cathedral City, CA

2009 Mercedes-Benz M-Class ML350

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

2009 Mercedes-Benz M-Class ML350

Palm Desert, CA

Fair PriceLimited · 10
$7,900107,000 mi

Market: $5,880 – $9,800

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Palm Desert, CA

2014 Chevrolet Tahoe LT

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

2014 Chevrolet Tahoe LT

Coachella, CA

UnscoredLimited · 7
$7,995258,269 mi

Comparison: 7 similar vehicles

Coachella, CA

2011 Honda Pilot EX-L

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

2011 Honda Pilot EX-L

Banning, CA

UnscoredLimited · 8
$7,999165,934 mi

Comparison: 8 similar vehicles

Banning, CA

2011 Nissan Rogue S

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

2011 Nissan Rogue S

Coachella, CA

UnscoredInsufficient · 0
$7,99972,258 mi

Coachella, CA

2008 Ford Explorer Eddie Bauer

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

2008 Ford Explorer Eddie Bauer

Palm Desert, CA

UnscoredInsufficient · 0
$7,99997,000 mi

Palm Desert, CA

2011 Cadillac SRX Luxury Collection

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

2011 Cadillac SRX Luxury Collection

Palm Desert, CA

UnscoredInsufficient · 3
$8,01898,463 mi

Comparison: 3 similar vehicles

Palm Desert, CA

2017 Jeep Patriot Sport

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

2017 Jeep Patriot Sport

Palm Desert, CA

UnscoredLimited · 5
$8,134112,000 mi

Comparison: 5 similar vehicles

Palm Desert, CA

2015 Kia Sportage LX

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

2015 Kia Sportage LX

Palm Desert, CA

UnscoredLimited · 7
$8,134111,000 mi

Comparison: 7 similar vehicles

Palm Desert, CA

2018 Chevrolet Trax Premier

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

2018 Chevrolet Trax Premier

Banning, CA

UnscoredInsufficient · 0
$8,25290,221 mi

Banning, CA

2016 Chevrolet Traverse LS

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

2016 Chevrolet Traverse LS

Hemet, CA

UnscoredLimited · 5
$8,399120,756 mi

Comparison: 5 similar vehicles

Hemet, CA

2017 Ford Escape SE

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

2017 Ford Escape SE

Indio, CA

UnscoredInsufficient · 3
$8,750105,395 mi

Comparison: 3 similar vehicles

Indio, CA

2017 Ford Escape S

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

2017 Ford Escape S

Hemet, CA

UnscoredInsufficient · 4
$8,990128,947 mi

Comparison: 4 similar vehicles

Hemet, CA

2011 Volvo XC90 3.2

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

2011 Volvo XC90 3.2

Hemet, CA

UnscoredInsufficient · 4
$8,990127,449 mi

Comparison: 4 similar vehicles

Hemet, CA

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Coachella, CA

UnscoredModerate · 29
$8,995161,267 mi

Comparison: 29 similar vehicles

Coachella, CA

2014 Audi Q5 Premium Plus

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

2014 Audi Q5 Premium Plus

Coachella, CA

UnscoredLimited · 5
$8,995106,663 mi

Comparison: 5 similar vehicles

Coachella, CA

2013 Ford Edge SEL

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

2013 Ford Edge SEL

Banning, CA

UnscoredInsufficient · 4
$8,99799,239 mi

Comparison: 4 similar vehicles

Banning, CA

2008 Cadillac SRX Base

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

2008 Cadillac SRX Base

Banning, CA

UnscoredInsufficient · 0
$8,99780,465 mi

Banning, CA

2008 Honda Element EX

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

2008 Honda Element EX

Banning, CA

UnscoredInsufficient · 4
$8,997186,066 mi

Comparison: 4 similar vehicles

Banning, CA

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Banning, CA

UnscoredLimited · 5
$8,997161,176 mi

Comparison: 5 similar vehicles

Banning, CA

2014 Jeep Compass Sport

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

2014 Jeep Compass Sport

Palm Desert, CA

UnscoredLimited · 7
$8,998126,780 mi

Comparison: 7 similar vehicles

Palm Desert, CA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Banning, CA

UnscoredLimited · 12
$8,999169,764 mi

Comparison: 12 similar vehicles

Banning, CA

2014 Mercedes-Benz M-Class ML350

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

2014 Mercedes-Benz M-Class ML350

Palm Desert, CA

UnscoredModerate · 24
$8,999130,000 mi

Comparison: 24 similar vehicles

Palm Desert, CA

2011 Kia Sportage LX

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

2011 Kia Sportage LX

Banning, CA

UnscoredLimited · 5
$9,017102,943 mi

Comparison: 5 similar vehicles

Banning, CA

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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