Skip to main content
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 18, 2026

6M+

Unique vehicles analyzed

as of October 17, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

3,565 listings found

2013 Ford Expedition XLT

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

2013 Ford Expedition XLT

Vernon, TX

UnscoredInsufficient · 4
$3,618248,761 mi

Comparison: 4 similar vehicles

Vernon, TX

2009 Hyundai Accent GLS

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

2009 Hyundai Accent GLS

Wichita Falls, TX

UnscoredInsufficient · 0
$3,800276,953 mi

Wichita Falls, TX

2004 Lexus RX

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

2004 Lexus RX

Wichita Falls, TX

UnscoredInsufficient · 0
$3,800189,564 mi

Wichita Falls, TX

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Wichita Falls, TX

UnscoredLimited · 8
$4,150116,295 mi

Comparison: 8 similar vehicles

Wichita Falls, TX

2009 Hyundai Elantra GLS

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

2009 Hyundai Elantra GLS

Wichita Falls, TX

UnscoredInsufficient · 3
$4,20062,466 mi

Comparison: 3 similar vehicles

Wichita Falls, TX

2012 GMC Acadia SL

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

2012 GMC Acadia SL

Vernon, TX

UnscoredInsufficient · 0
$4,217188,716 mi

Vernon, TX

2008 Ford Expedition Eddie Bauer

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

2008 Ford Expedition Eddie Bauer

Lawton, OK

UnscoredInsufficient · 4
$4,995210,000 mi

Comparison: 4 similar vehicles

Lawton, OK

2016 FIAT 500X Easy

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

2016 FIAT 500X Easy

Wichita Falls, TX

UnscoredInsufficient · 4
$5,500136,853 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Wichita Falls, TX

UnscoredModerate · 30
$5,500134,050 mi

Comparison: 30 similar vehicles

Wichita Falls, TX

2005 Buick LaCrosse CX

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

2005 Buick LaCrosse CX

Wichita Falls, TX

UnscoredInsufficient · 0
$5,500215,997 mi

Wichita Falls, TX

2008 Ford Escape XLS

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

2008 Ford Escape XLS

Wichita Falls, TX

UnscoredInsufficient · 0
$5,563108,126 mi

Wichita Falls, TX

2010 Kia Sedona LX

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

2010 Kia Sedona LX

Wichita Falls, TX

UnscoredInsufficient · 0
$5,988295,789 mi

Wichita Falls, TX

2011 Mazda MAZDA6 i Sport

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

2011 Mazda MAZDA6 i Sport

Wichita Falls, TX

UnscoredInsufficient · 0
$5,995125,809 mi

Wichita Falls, TX

2011 Honda Civic LX

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

2011 Honda Civic LX

Lawton, OK

UnscoredLimited · 6
$5,995180,198 mi

Comparison: 6 similar vehicles

Lawton, OK

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Bowie, TX

UnscoredModerate · 44
$5,997175,796 mi

Comparison: 44 similar vehicles

Bowie, TX

2002 Mitsubishi Eclipse GS

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

2002 Mitsubishi Eclipse GS

Wichita Falls, TX

UnscoredInsufficient · 0
$5,999117,582 mi

Wichita Falls, TX

2008 Jeep Grand Cherokee Laredo

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

2008 Jeep Grand Cherokee Laredo

Bowie, TX

UnscoredInsufficient · 3
$6,249194,926 mi

Comparison: 3 similar vehicles

Bowie, TX

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Wichita Falls, TX

UnscoredInsufficient · 0
$6,50050,609 mi

Wichita Falls, TX

2016 Ford Fiesta S

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

2016 Ford Fiesta S

Wichita Falls, TX

UnscoredInsufficient · 3
$6,500131,665 mi

Comparison: 3 similar vehicles

Wichita Falls, TX

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Wichita Falls, TX

UnscoredInsufficient · 0
$6,50041,278 mi

Wichita Falls, TX

2013 Nissan Rogue SV

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

2013 Nissan Rogue SV

Burkburnett, TX

UnscoredLimited · 15
$6,949136,411 mi

Comparison: 15 similar vehicles

Burkburnett, TX

2015 Ford Expedition XLT

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

2015 Ford Expedition XLT

Bowie, TX

UnscoredLimited · 6
$6,950228,647 mi

Comparison: 6 similar vehicles

Bowie, TX

2010 Ford Expedition Limited

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

2010 Ford Expedition Limited

Wichita Falls, TX

UnscoredLimited · 6
$6,995Mileage not verified

Comparison: 6 similar vehicles

Wichita Falls, TX

2009 Pontiac G5 Base

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

2009 Pontiac G5 Base

Lawton, OK

UnscoredInsufficient · 0
$6,995115,944 mi

Lawton, OK

2012 Nissan Armada SV

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

2012 Nissan Armada SV

Wichita Falls, TX

UnscoredInsufficient · 4
$7,000207,575 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

2008 Ford Mustang GT Premium

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

2008 Ford Mustang GT Premium

Lawton, OK

UnscoredInsufficient · 0
$7,000155,500 mi

Lawton, OK

2015 Jeep Compass Sport

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

2015 Jeep Compass Sport

Vernon, TX

UnscoredLimited · 12
$7,016135,590 mi

Comparison: 12 similar vehicles

Vernon, TX

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Wichita Falls, TX

UnscoredModerate · 24
$7,386222,302 mi

Comparison: 24 similar vehicles

Wichita Falls, TX

2015 GMC Acadia SLE2

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

2015 GMC Acadia SLE2

Wichita Falls, TX

UnscoredLimited · 5
$7,495156,156 mi

Comparison: 5 similar vehicles

Wichita Falls, TX

2013 Buick Encore Convenience

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

2013 Buick Encore Convenience

Lawton, OK

UnscoredInsufficient · 0
$7,495151,672 mi

Lawton, OK

2017 Ford Explorer XLT

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

2017 Ford Explorer XLT

Wichita Falls, TX

UnscoredRobust · 135
$7,500256,857 mi

Comparison: 135 similar vehicles

Wichita Falls, TX

2017 Ford Escape SE

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

2017 Ford Escape SE

Wichita Falls, TX

UnscoredRobust · 99
$7,500151,350 mi

Comparison: 99 similar vehicles

Wichita Falls, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Wichita Falls, TX

Fair PriceModerate · 29
$7,500104,039 mi

Market: $2,500 – $11,495

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Wichita Falls, TX

2015 Kia Forte LX

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

2015 Kia Forte LX

Wichita Falls, TX

UnscoredModerate · 21
$7,500244,628 mi

Comparison: 21 similar vehicles

Wichita Falls, TX

2013 Scion tC Base

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

2013 Scion tC Base

Wichita Falls, TX

UnscoredInsufficient · 0
$7,500132,870 mi

Wichita Falls, TX

2012 Toyota Camry LE

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

2012 Toyota Camry LE

Wichita Falls, TX

UnscoredLimited · 16
$7,500261,000 mi

Comparison: 16 similar vehicles

Wichita Falls, TX

2017 Nissan Rogue SV

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

2017 Nissan Rogue SV

Wichita Falls, TX

UnscoredRobust · 75
$7,750132,528 mi

Comparison: 75 similar vehicles

Wichita Falls, TX

2018 Ford Focus SEL

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

2018 Ford Focus SEL

Wichita Falls, TX

UnscoredInsufficient · 0
$7,90081,232 mi

Wichita Falls, TX

2016 Nissan Altima S

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

2016 Nissan Altima S

Wichita Falls, TX

UnscoredModerate · 29
$7,900126,000 mi

Comparison: 29 similar vehicles

Wichita Falls, TX

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Bowie, TX

UnscoredModerate · 35
$7,900210,045 mi

Comparison: 35 similar vehicles

Bowie, TX

2013 Nissan Rogue S

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

2013 Nissan Rogue S

Wichita Falls, TX

UnscoredLimited · 18
$7,950134,080 mi

Comparison: 18 similar vehicles

Wichita Falls, TX

2018 Ford Focus SE

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

2018 Ford Focus SE

Wichita Falls, TX

UnscoredModerate · 48
$7,999121,498 mi

Comparison: 48 similar vehicles

Wichita Falls, TX

2016 Subaru Forester i Limited

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

2016 Subaru Forester i Limited

Wichita Falls, TX

UnscoredLimited · 7
$8,500184,604 mi

Comparison: 7 similar vehicles

Wichita Falls, TX

2010 Nissan Armada Titanium

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

2010 Nissan Armada Titanium

Wichita Falls, TX

UnscoredInsufficient · 4
$8,500218,470 mi

Comparison: 4 similar vehicles

Wichita Falls, TX

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Wichita Falls, TX

UnscoredInsufficient · 3
$8,700331,458 mi

Comparison: 3 similar vehicles

Wichita Falls, TX

2014 Nissan Titan SV

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

2014 Nissan Titan SV

Vernon, TX

UnscoredLimited · 6
$8,718160,332 mi

Comparison: 6 similar vehicles

Vernon, TX

2016 Dodge Grand Caravan SXT

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

2016 Dodge Grand Caravan SXT

Nocona, TX

Fair PriceLimited · 14
$8,750108,185 mi

Market: $4,000 – $24,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Nocona, TX

1997 Ford F-150 LARIAT

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

1997 Ford F-150 LARIAT

Nocona, TX

UnscoredInsufficient · 0
$8,750102,268 mi

Nocona, TX

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Burkburnett, TX

UnscoredModerate · 20
$8,900150,954 mi

Comparison: 20 similar vehicles

Burkburnett, TX

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Lawton, OK

UnscoredRobust · 73
$8,995168,875 mi

Comparison: 73 similar vehicles

Lawton, OK

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 manage their profile, 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, exports, and enhanced merchandising.
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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.