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 16, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

26,912 listings found

2002 Ford F-150 XLT

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

2002 Ford F-150 XLT

Woodbridge, VA

UnscoredInsufficient · 3
$2,450158,000 mi

Comparison: 3 similar vehicles

Woodbridge, VA

2000 Dodge Ram Pickup ST

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

2000 Dodge Ram Pickup ST

Petersburg, VA

UnscoredInsufficient · 4
$2,495199,501 mi

Comparison: 4 similar vehicles

Petersburg, VA

2004 Ford Explorer Sport Trac XLS

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

2004 Ford Explorer Sport Trac XLS

Winchester, VA

UnscoredInsufficient · 0
$2,500202,542 mi

Winchester, VA

2006 Dodge Dakota ST

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

2006 Dodge Dakota ST

Bedford, VA

UnscoredInsufficient · 0
$2,700344,915 mi

Bedford, VA

2004 Chevrolet Colorado Z85

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

2004 Chevrolet Colorado Z85

Bedford, VA

UnscoredInsufficient · 0
$2,700315,080 mi

Bedford, VA

2003 Ford F-150 Lariat

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

2003 Ford F-150 Lariat

Bedford, VA

Salvage title
$2,700209,097 mi

Bedford, VA

2001 Ford F-150 XL

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

2001 Ford F-150 XL

Bedford, VA

UnscoredLimited · 7
$2,700189,991 mi

Comparison: 7 similar vehicles

Bedford, VA

2000 Chevrolet S-10 LS

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

2000 Chevrolet S-10 LS

Bedford, VA

Salvage title
$2,700209,834 mi

Bedford, VA

1998 Chevrolet K1500 SILVERADO

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

1998 Chevrolet K1500 SILVERADO

Bedford, VA

UnscoredLimited · 7
$2,700204,775 mi

Comparison: 7 similar vehicles

Bedford, VA

1998 Chevrolet K1500 SILVERADO

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

1998 Chevrolet K1500 SILVERADO

Bedford, VA

Salvage title
$2,995222,265 mi

Bedford, VA

2006 Ford F-150 XLT

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

2006 Ford F-150 XLT

Chesapeake, VA

UnscoredLimited · 6
$3,215169,336 mi

Comparison: 6 similar vehicles

Chesapeake, VA

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Bedford, VA

UnscoredLimited · 13
$3,395219,000 mi

Comparison: 13 similar vehicles

Bedford, VA

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Woodbridge, VA

UnscoredInsufficient · 4
$3,450280,985 mi

Comparison: 4 similar vehicles

Woodbridge, VA

2004 Ford Ranger XLT

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

2004 Ford Ranger XLT

Bedford, VA

UnscoredInsufficient · 4
$3,495168,372 mi

Comparison: 4 similar vehicles

Bedford, VA

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Bedford, VA

UnscoredLimited · 5
$3,700233,431 mi

Comparison: 5 similar vehicles

Bedford, VA

2010 Ford F-250 Super Duty XL

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

2010 Ford F-250 Super Duty XL

Bedford, VA

UnscoredLimited · 7
$3,700195,020 mi

Comparison: 7 similar vehicles

Bedford, VA

2008 Ford F-350 Super Duty XL

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

2008 Ford F-350 Super Duty XL

Bedford, VA

UnscoredLimited · 9
$3,700306,207 mi

Comparison: 9 similar vehicles

Bedford, VA

2006 Dodge Dakota SLT

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

2006 Dodge Dakota SLT

Bedford, VA

UnscoredModerate · 49
$3,700162,306 mi

Comparison: 49 similar vehicles

Bedford, VA

2006 Honda Ridgeline RTL

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

2006 Honda Ridgeline RTL

Bedford, VA

UnscoredLimited · 6
$3,700215,435 mi

Comparison: 6 similar vehicles

Bedford, VA

2002 Dodge Dakota Base

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

2002 Dodge Dakota Base

Bedford, VA

UnscoredInsufficient · 0
$3,700244,203 mi

Bedford, VA

2001 Ford Explorer Sport Trac Base

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

2001 Ford Explorer Sport Trac Base

Bedford, VA

UnscoredInsufficient · 3
$3,700170,954 mi

Comparison: 3 similar vehicles

Bedford, VA

1997 GMC Sierra SL

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

1997 GMC Sierra SL

Bedford, VA

UnscoredInsufficient · 3
$3,700260,541 mi

Comparison: 3 similar vehicles

Bedford, VA

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Richmond, VA

UnscoredLimited · 14
$3,900165,721 mi

Comparison: 14 similar vehicles

Richmond, VA

2002 Dodge Ram 1500 Pickup SLT

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

2002 Dodge Ram 1500 Pickup SLT

Roanoke, VA

UnscoredLimited · 6
$3,950427,950 mi

Comparison: 6 similar vehicles

Roanoke, VA

2007 Nissan Titan SE

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

2007 Nissan Titan SE

Falls Church, VA

UnscoredInsufficient · 0
$3,995181,538 mi

Falls Church, VA

2004 Nissan Frontier XE

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

2004 Nissan Frontier XE

Madison Heights, VA

UnscoredLimited · 6
$3,995223,280 mi

Comparison: 6 similar vehicles

Madison Heights, VA

1998 Chevrolet K1500 SILVERADO

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

1998 Chevrolet K1500 SILVERADO

Bedford, VA

UnscoredLimited · 7
$3,995235,167 mi

Comparison: 7 similar vehicles

Bedford, VA

2005 Ford Explorer Sport Trac XLS

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

2005 Ford Explorer Sport Trac XLS

Norfolk, VA

UnscoredInsufficient · 0
$3,999186,641 mi

Norfolk, VA

2005 Ford F-150 XL

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

2005 Ford F-150 XL

Fredericksburg, VA

UnscoredInsufficient · 4
$3,999318,171 mi

Comparison: 4 similar vehicles

Fredericksburg, VA

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Winchester, VA

UnscoredInsufficient · 0
$3,999165,866 mi

Winchester, VA

No Photo

1997 Ford Ranger XL

Danville, VA

UnscoredInsufficient · 0
$4,300163,650 mi

Danville, VA

2003 Dodge Dakota SLT

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

2003 Dodge Dakota SLT

Norfolk, VA

UnscoredInsufficient · 4
$4,331243,102 mi

Comparison: 4 similar vehicles

Norfolk, VA

2012 Nissan Frontier SV

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

2012 Nissan Frontier SV

Martinsville, VA

UnscoredLimited · 9
$4,400254,109 mi

Comparison: 9 similar vehicles

Martinsville, VA

2002 Ford Explorer Sport Trac Value

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

2002 Ford Explorer Sport Trac Value

Fredericksburg, VA

Salvage title
$4,495180,388 mi

Fredericksburg, VA

2001 Toyota Tacoma Base

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

2001 Toyota Tacoma Base

Bedford, VA

Salvage title
$4,495224,545 mi

Bedford, VA

2006 Dodge Ram 1500 Pickup ST

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

2006 Dodge Ram 1500 Pickup ST

Portsmouth, VA

UnscoredInsufficient · 0
$4,499143,000 mi

Portsmouth, VA

2007 Ford F-150 STX

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

2007 Ford F-150 STX

Oilville, VA

UnscoredInsufficient · 4
$4,500195,700 mi

Comparison: 4 similar vehicles

Oilville, VA

2006 Honda Ridgeline RTS

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

2006 Honda Ridgeline RTS

Chesapeake, VA

UnscoredInsufficient · 0
$4,500242,988 mi

Chesapeake, VA

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Chantilly, VA

UnscoredModerate · 37
$4,598330,900 mi

Comparison: 37 similar vehicles

Chantilly, VA

2004 Dodge Ram 1500 Pickup ST

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

2004 Dodge Ram 1500 Pickup ST

Portsmouth, VA

UnscoredInsufficient · 3
$4,599146,000 mi

Comparison: 3 similar vehicles

Portsmouth, VA

2015 Nissan Frontier S

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

2015 Nissan Frontier S

Bedford, VA

Salvage title
$4,70055,686 mi

Bedford, VA

2007 Chevrolet Avalanche LT

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

2007 Chevrolet Avalanche LT

Bedford, VA

UnscoredLimited · 13
$4,700292,978 mi

Comparison: 13 similar vehicles

Bedford, VA

2006 Dodge Ram 1500 Pickup SLT

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

2006 Dodge Ram 1500 Pickup SLT

Bedford, VA

Salvage title
$4,700183,000 mi

Bedford, VA

2006 Toyota Tundra SR5

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

2006 Toyota Tundra SR5

Bedford, VA

Salvage title
$4,700305,185 mi

Bedford, VA

2005 Nissan Frontier LE

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

2005 Nissan Frontier LE

Bedford, VA

UnscoredInsufficient · 0
$4,700253,057 mi

Bedford, VA

2005 Nissan Frontier SE

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

2005 Nissan Frontier SE

Bedford, VA

UnscoredLimited · 11
$4,700268,656 mi

Comparison: 11 similar vehicles

Bedford, VA

1998 Chevrolet K1500 SILVERADO

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

1998 Chevrolet K1500 SILVERADO

Bedford, VA

UnscoredLimited · 7
$4,700176,010 mi

Comparison: 7 similar vehicles

Bedford, VA

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Honaker, VA

UnscoredLimited · 13
$4,800190,000 mi

Comparison: 13 similar vehicles

Honaker, VA

2000 Nissan Frontier XE

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

2000 Nissan Frontier XE

Powhatan, VA

UnscoredInsufficient · 0
$4,800204,323 mi

Powhatan, VA

2006 Ford F-150 XL

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

2006 Ford F-150 XL

Manassas, VA

UnscoredLimited · 7
$4,894318,257 mi

Comparison: 7 similar vehicles

Manassas, VA

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.