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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 20, 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

1,077 listings found

2004 Chevrolet TrailBlazer LT

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

2004 Chevrolet TrailBlazer LT

Clarkston, WA

UnscoredInsufficient · 0
$1,995207,445 mi

Clarkston, WA

2003 Jeep Grand Cherokee LIMITED

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

2003 Jeep Grand Cherokee LIMITED

Lewiston, ID

UnscoredInsufficient · 0
$2,495262,244 mi

Lewiston, ID

2016 Subaru Crosstrek Premium

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

2016 Subaru Crosstrek Premium

Clarkston, WA

UnscoredLimited · 11
$4,995235,406 mi

Comparison: 11 similar vehicles

Clarkston, WA

2013 Ford Expedition Limited

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

2013 Ford Expedition Limited

Lewiston, ID

UnscoredInsufficient · 0
$4,995204,479 mi

Lewiston, ID

2007 Chevrolet Tahoe LS

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

2007 Chevrolet Tahoe LS

Lewiston, ID

UnscoredInsufficient · 0
$4,995210,884 mi

Lewiston, ID

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Pullman, WA

UnscoredLimited · 7
$5,195195,850 mi

Comparison: 7 similar vehicles

Pullman, WA

2011 Chevrolet Equinox 2LT

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

2011 Chevrolet Equinox 2LT

Troy, ID

UnscoredInsufficient · 0
$5,450164,578 mi

Troy, ID

2007 Mazda CX-7 Touring

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

2007 Mazda CX-7 Touring

Troy, ID

UnscoredInsufficient · 0
$5,450124,865 mi

Troy, ID

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Troy, ID

UnscoredLimited · 10
$5,950223,851 mi

Comparison: 10 similar vehicles

Troy, ID

2011 Chevrolet Tahoe LT

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

2011 Chevrolet Tahoe LT

Troy, ID

UnscoredInsufficient · 0
$5,950374,555 mi

Troy, ID

2010 Chevrolet Tahoe LT

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

2010 Chevrolet Tahoe LT

Troy, ID

UnscoredLimited · 5
$5,950238,660 mi

Comparison: 5 similar vehicles

Troy, ID

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Troy, ID

UnscoredInsufficient · 0
$5,950150,604 mi

Troy, ID

2002 Ford Explorer XLT

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

2002 Ford Explorer XLT

Troy, ID

UnscoredInsufficient · 0
$5,950146,562 mi

Troy, ID

2000 GMC Yukon Base

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

2000 GMC Yukon Base

Troy, ID

UnscoredInsufficient · 0
$5,950265,344 mi

Troy, ID

1997 Chevrolet Tahoe LS

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

1997 Chevrolet Tahoe LS

Troy, ID

UnscoredInsufficient · 0
$5,950196,028 mi

Troy, ID

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Lewiston, ID

UnscoredInsufficient · 0
$5,990163,456 mi

Lewiston, ID

2004 Lexus RX 330

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

2004 Lexus RX 330

Moscow, ID

UnscoredInsufficient · 0
$5,995221,788 mi

Moscow, ID

2001 Toyota 4Runner Limited

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

2001 Toyota 4Runner Limited

Lewiston, ID

UnscoredInsufficient · 0
$5,995303,494 mi

Lewiston, ID

2011 Jeep Grand Cherokee Laredo

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

2011 Jeep Grand Cherokee Laredo

Lewiston, ID

UnscoredLimited · 6
$6,195100,488 mi

Comparison: 6 similar vehicles

Lewiston, ID

2013 Ford Escape SEL

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

2013 Ford Escape SEL

Troy, ID

UnscoredInsufficient · 3
$6,450133,640 mi

Comparison: 3 similar vehicles

Troy, ID

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Moscow, ID

UnscoredLimited · 7
$6,999182,421 mi

Comparison: 7 similar vehicles

Moscow, ID

2001 Subaru Forester L 4 AT

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

2001 Subaru Forester L 4 AT

Lewiston, ID

UnscoredInsufficient · 0
$7,29562,359 mi

Lewiston, ID

2005 Chevrolet Tahoe LS

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

2005 Chevrolet Tahoe LS

Moscow, ID

UnscoredInsufficient · 0
$7,450231,982 mi

Moscow, ID

2015 Chevrolet Equinox LTZ

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

2015 Chevrolet Equinox LTZ

Pullman, WA

UnscoredInsufficient · 0
$7,700165,824 mi

Pullman, WA

2012 GMC Yukon Denali

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

2012 GMC Yukon Denali

Troy, ID

UnscoredInsufficient · 0
$7,950207,998 mi

Troy, ID

2021 Ford Explorer Utility Police Interceptor

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

2021 Ford Explorer Utility Police Interceptor

Clarkston, WA

UnscoredInsufficient · 0
$7,995126,129 mi

Clarkston, WA

2012 Ford Edge SEL

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

2012 Ford Edge SEL

Lewiston, ID

UnscoredInsufficient · 0
$7,995169,969 mi

Lewiston, ID

No Photo

2006 Chevrolet Tahoe LS

Moscow, ID

UnscoredInsufficient · 0
$7,995195,299 mi

Moscow, ID

2012 Kia Sportage LX

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

2012 Kia Sportage LX

Lewiston, ID

UnscoredInsufficient · 3
$8,990142,198 mi

Comparison: 3 similar vehicles

Lewiston, ID

2017 Ford Escape SE

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

2017 Ford Escape SE

Lewiston, ID

Fair PriceModerate · 21
$9,298113,971 mi

Market: $6,650 – $15,204

Comparison: 21 similar vehicles

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

Lewiston, ID

2015 Kia Sorento Limited

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

2015 Kia Sorento Limited

Lewiston, ID

UnscoredInsufficient · 0
$9,298124,415 mi

Lewiston, ID

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Lewiston, ID

UnscoredInsufficient · 0
$9,298117,843 mi

Lewiston, ID

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Lewiston, ID

UnscoredLimited · 12
$9,490177,733 mi

Comparison: 12 similar vehicles

Lewiston, ID

2015 Kia Sorento LX

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

2015 Kia Sorento LX

Lewiston, ID

UnscoredLimited · 7
$9,495113,310 mi

Comparison: 7 similar vehicles

Lewiston, ID

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Pullman, WA

UnscoredInsufficient · 0
$9,70090,286 mi

Pullman, WA

2017 Hyundai Santa Fe SE

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

2017 Hyundai Santa Fe SE

Troy, ID

UnscoredInsufficient · 0
$9,950149,446 mi

Troy, ID

2014 Chevrolet Equinox LS

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

2014 Chevrolet Equinox LS

Troy, ID

UnscoredLimited · 7
$9,95089,970 mi

Comparison: 7 similar vehicles

Troy, ID

2014 Nissan Armada SV

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

2014 Nissan Armada SV

Lewiston, ID

UnscoredInsufficient · 0
$9,995176,555 mi

Lewiston, ID

2020 Jeep Grand Cherokee Limited

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

2020 Jeep Grand Cherokee Limited

Lewiston, ID

UnscoredLimited · 10
$10,196173,910 mi

Comparison: 10 similar vehicles

Lewiston, ID

2013 Dodge Durango Crew

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

2013 Dodge Durango Crew

Lewiston, ID

UnscoredLimited · 5
$10,248144,219 mi

Comparison: 5 similar vehicles

Lewiston, ID

2013 Subaru XV Crosstrek Limited

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

2013 Subaru XV Crosstrek Limited

Lewiston, ID

UnscoredLimited · 15
$10,790183,716 mi

Comparison: 15 similar vehicles

Lewiston, ID

2009 Jeep Wrangler Unlimited X

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

2009 Jeep Wrangler Unlimited X

Troy, ID

UnscoredLimited · 5
$10,950171,433 mi

Comparison: 5 similar vehicles

Troy, ID

2016 Jeep Patriot Sport

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

2016 Jeep Patriot Sport

Pullman, WA

UnscoredLimited · 8
$10,99191,311 mi

Comparison: 8 similar vehicles

Pullman, WA

2016 Jeep Grand Cherokee Limited

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

2016 Jeep Grand Cherokee Limited

Lewiston, ID

UnscoredLimited · 12
$10,994131,880 mi

Comparison: 12 similar vehicles

Lewiston, ID

2011 Toyota Highlander Base

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

2011 Toyota Highlander Base

Lewiston, ID

UnscoredInsufficient · 0
$10,995183,556 mi

Lewiston, ID

2008 Toyota Highlander Limited

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

2008 Toyota Highlander Limited

Clarkston, WA

UnscoredInsufficient · 0
$10,995166,333 mi

Clarkston, WA

2018 Nissan Rogue SV

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

2018 Nissan Rogue SV

Pullman, WA

UnscoredLimited · 13
$11,195130,252 mi

Comparison: 13 similar vehicles

Pullman, WA

2016 Jeep Cherokee Latitude

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

2016 Jeep Cherokee Latitude

Pullman, WA

UnscoredLimited · 7
$11,195133,175 mi

Comparison: 7 similar vehicles

Pullman, WA

2018 Jeep Compass Trailhawk

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

2018 Jeep Compass Trailhawk

Lewiston, ID

UnscoredInsufficient · 4
$11,298130,117 mi

Comparison: 4 similar vehicles

Lewiston, ID

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Lewiston, ID

UnscoredInsufficient · 4
$11,298114,635 mi

Comparison: 4 similar vehicles

Lewiston, ID

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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