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 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

4,383 listings found

2001 Honda CR-V EX

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

2001 Honda CR-V EX

Bellingham, WA

UnscoredInsufficient · 0
$2,900269,500 mi

Bellingham, WA

2005 Nissan Xterra S

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

2005 Nissan Xterra S

Ferndale, WA

UnscoredInsufficient · 0
$2,995199,500 mi

Ferndale, WA

2008 Ford Escape Limited

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

2008 Ford Escape Limited

Marysville, WA

UnscoredLimited · 7
$3,000175,258 mi

Comparison: 7 similar vehicles

Marysville, WA

2005 Dodge Durango SLT

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

2005 Dodge Durango SLT

Marysville, WA

UnscoredInsufficient · 0
$3,000Mileage not verified

Marysville, WA

2000 Jeep Grand Cherokee LIMITED

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

2000 Jeep Grand Cherokee LIMITED

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,250291,101 mi

Sedro-Woolley, WA

2001 Acura MDX Touring Package

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

2001 Acura MDX Touring Package

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,450370,328 mi

Sedro-Woolley, WA

2005 Chevrolet TrailBlazer LS

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

2005 Chevrolet TrailBlazer LS

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,495235,434 mi

Sedro-Woolley, WA

2006 Ford Explorer XLT

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

2006 Ford Explorer XLT

Everett, WA

UnscoredInsufficient · 0
$3,500176,553 mi

Everett, WA

2003 Chevrolet Suburban LS

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

2003 Chevrolet Suburban LS

Bellingham, WA

UnscoredInsufficient · 0
$3,500294,879 mi

Bellingham, WA

2001 Ford Expedition Eddie Bauer

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

2001 Ford Expedition Eddie Bauer

Bellingham, WA

UnscoredInsufficient · 0
$3,500160,304 mi

Bellingham, WA

2002 Chevrolet TrailBlazer LS

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

2002 Chevrolet TrailBlazer LS

Marysville, WA

UnscoredInsufficient · 3
$3,771326,802 mi

Comparison: 3 similar vehicles

Marysville, WA

2004 Honda CR-V EX

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

2004 Honda CR-V EX

Bellingham, WA

UnscoredLimited · 6
$3,900199,000 mi

Comparison: 6 similar vehicles

Bellingham, WA

2008 Buick Enclave CXL

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

2008 Buick Enclave CXL

Mount Vernon, WA

UnscoredInsufficient · 0
$3,950174,304 mi

Mount Vernon, WA

2006 Ford Escape XLS

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

2006 Ford Escape XLS

Sedro-Woolley, WA

UnscoredInsufficient · 0
$3,950184,009 mi

Sedro-Woolley, WA

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

Ferndale, WA

UnscoredInsufficient · 4
$3,995224,000 mi

Comparison: 4 similar vehicles

Ferndale, WA

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Sedro-Woolley, WA

UnscoredLimited · 13
$3,995234,848 mi

Comparison: 13 similar vehicles

Sedro-Woolley, WA

2005 Kia Sorento EX

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

2005 Kia Sorento EX

Sedro-Woolley, WA

UnscoredLimited · 15
$3,995223,599 mi

Comparison: 15 similar vehicles

Sedro-Woolley, WA

2006 Volvo XC90 2.5T

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

2006 Volvo XC90 2.5T

Burlington, WA

UnscoredInsufficient · 0
$4,070186,440 mi

Burlington, WA

2005 Hyundai Tucson GLS

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

2005 Hyundai Tucson GLS

Burlington, WA

UnscoredInsufficient · 0
$4,470140,072 mi

Burlington, WA

2004 Jeep Liberty Sport

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

2004 Jeep Liberty Sport

Port Townsend, WA

UnscoredInsufficient · 3
$4,495171,769 mi

Comparison: 3 similar vehicles

Port Townsend, WA

2006 Ford Explorer Limited

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

2006 Ford Explorer Limited

Mount Vernon, WA

UnscoredInsufficient · 0
$4,500192,851 mi

Mount Vernon, WA

2003 Ford Explorer Sport XLS

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

2003 Ford Explorer Sport XLS

Sedro-Woolley, WA

UnscoredInsufficient · 0
$4,650181,106 mi

Sedro-Woolley, WA

2011 Kia Sorento SX

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

2011 Kia Sorento SX

Bellingham, WA

UnscoredInsufficient · 0
$4,670209,880 mi

Bellingham, WA

1998 Chevrolet Blazer Base

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

1998 Chevrolet Blazer Base

Burlington, WA

UnscoredInsufficient · 0
$4,770153,770 mi

Burlington, WA

2005 Chevrolet Suburban LS

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

2005 Chevrolet Suburban LS

Marysville, WA

UnscoredInsufficient · 4
$4,771221,963 mi

Comparison: 4 similar vehicles

Marysville, WA

2012 Ford Escape Limited

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

2012 Ford Escape Limited

Marysville, WA

UnscoredInsufficient · 3
$4,772224,632 mi

Comparison: 3 similar vehicles

Marysville, WA

2011 Volvo XC60 3.2

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

2011 Volvo XC60 3.2

Bellingham, WA

UnscoredInsufficient · 0
$4,880197,712 mi

Bellingham, WA

2010 Jeep Patriot Sport

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

2010 Jeep Patriot Sport

Sedro-Woolley, WA

UnscoredInsufficient · 0
$4,995124,534 mi

Sedro-Woolley, WA

2007 Honda CR-V EX-L

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

2007 Honda CR-V EX-L

Everett, WA

UnscoredLimited · 11
$4,995226,027 mi

Comparison: 11 similar vehicles

Everett, WA

2006 Jeep Liberty Renegade

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

2006 Jeep Liberty Renegade

Sedro-Woolley, WA

UnscoredInsufficient · 0
$4,995166,134 mi

Sedro-Woolley, WA

2002 GMC Envoy SLT

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

2002 GMC Envoy SLT

Everett, WA

UnscoredInsufficient · 0
$4,995196,040 mi

Everett, WA

2011 Mitsubishi Endeavor SE

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

2011 Mitsubishi Endeavor SE

Burlington, WA

UnscoredInsufficient · 0
$4,999Mileage not verified

Burlington, WA

2008 Cadillac Escalade ESV Base

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

2008 Cadillac Escalade ESV Base

Burlington, WA

UnscoredInsufficient · 0
$4,999Mileage not verified

Burlington, WA

2007 Toyota RAV4 Sport

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

2007 Toyota RAV4 Sport

Burlington, WA

UnscoredInsufficient · 0
$4,999Mileage not verified

Burlington, WA

2001 Toyota Sequoia Limited

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

2001 Toyota Sequoia Limited

Everett, WA

UnscoredInsufficient · 0
$4,999314,562 mi

Everett, WA

2008 Chevrolet Equinox LS

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

2008 Chevrolet Equinox LS

Marysville, WA

UnscoredInsufficient · 0
$5,000116,310 mi

Marysville, WA

2005 Honda Pilot EX

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

2005 Honda Pilot EX

Oak Harbor, WA

UnscoredInsufficient · 4
$5,195258,907 mi

Comparison: 4 similar vehicles

Oak Harbor, WA

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Mount Vernon, WA

UnscoredInsufficient · 0
$5,200215,837 mi

Mount Vernon, WA

2007 Subaru Forester 2.5 X Premium Package

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

2007 Subaru Forester 2.5 X Premium Package

Burlington, WA

UnscoredInsufficient · 0
$5,250Mileage not verified

Burlington, WA

2005 Jeep Grand Cherokee Laredo

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

2005 Jeep Grand Cherokee Laredo

Bellingham, WA

Fair PriceLimited · 13
$5,295Mileage not verified

Market: $3,995 – $6,099

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Bellingham, WA

No Photo

2011 Chevrolet Traverse 1LT

Marysville, WA

UnscoredInsufficient · 0
$5,306163,530 mi

Marysville, WA

2006 Jeep Liberty Limited

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

2006 Jeep Liberty Limited

Burlington, WA

UnscoredInsufficient · 0
$5,370206,402 mi

Burlington, WA

2008 Jeep Liberty Sport

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

2008 Jeep Liberty Sport

Burlington, WA

UnscoredInsufficient · 4
$5,470202,283 mi

Comparison: 4 similar vehicles

Burlington, WA

2006 Honda Pilot EX

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

2006 Honda Pilot EX

Burlington, WA

UnscoredLimited · 8
$5,470225,256 mi

Comparison: 8 similar vehicles

Burlington, WA

2006 Toyota Highlander Limited Hybrid

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

2006 Toyota Highlander Limited Hybrid

Burlington, WA

UnscoredLimited · 5
$5,500Mileage not verified

Comparison: 5 similar vehicles

Burlington, WA

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Blaine, WA

UnscoredInsufficient · 0
$5,663150,143 mi

Blaine, WA

2015 Jeep Patriot Sport

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

2015 Jeep Patriot Sport

Bellingham, WA

UnscoredLimited · 8
$5,680163,630 mi

Comparison: 8 similar vehicles

Bellingham, WA

2003 Mazda Tribute ES

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

2003 Mazda Tribute ES

Everett, WA

UnscoredInsufficient · 0
$5,750113,281 mi

Everett, WA

2004 Honda CR-V LX

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

2004 Honda CR-V LX

Burlington, WA

UnscoredInsufficient · 0
$5,770212,942 mi

Burlington, WA

2011 Chevrolet Traverse 2LT

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

2011 Chevrolet Traverse 2LT

Lynden, WA

UnscoredInsufficient · 3
$5,850189,212 mi

Comparison: 3 similar vehicles

Lynden, WA

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

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.