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

50,000+ listings found(add a location or filter to narrow results)

2005 Chevrolet TrailBlazer LT

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

2005 Chevrolet TrailBlazer LT

Isanti, MN

UnscoredInsufficient · 0
$1,345172,009 mi

Isanti, MN

2006 Pontiac G6 Base

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

2006 Pontiac G6 Base

Fridley, MN

UnscoredInsufficient · 0
$1,399244,366 mi

Fridley, MN

2011 Chevrolet HHR LS

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

2011 Chevrolet HHR LS

Elk River, MN

UnscoredInsufficient · 0
$1,495Mileage not verified

Elk River, MN

2006 Chevrolet Silverado 1500 LS

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

2006 Chevrolet Silverado 1500 LS

Lakeland, MN

UnscoredInsufficient · 0
$1,495295,993 mi

Lakeland, MN

2010 Chevrolet Cobalt LT

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

2010 Chevrolet Cobalt LT

Inver Grove Heights, MN

UnscoredInsufficient · 4
$1,499209,188 mi

Comparison: 4 similar vehicles

Inver Grove Heights, MN

2008 Volvo XC90 3.2

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

2008 Volvo XC90 3.2

Spring Lake Park, MN

UnscoredInsufficient · 0
$1,500211,878 mi

Spring Lake Park, MN

2006 Chrysler PT Cruiser Touring Edition

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

2006 Chrysler PT Cruiser Touring Edition

Cambridge, MN

UnscoredInsufficient · 0
$1,500141,116 mi

Cambridge, MN

2004 Mercury Grand Marquis LS

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

2004 Mercury Grand Marquis LS

Minneapolis, MN

UnscoredInsufficient · 0
$1,600263,532 mi

Minneapolis, MN

2000 Ford Taurus SES

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

2000 Ford Taurus SES

Fridley, MN

UnscoredInsufficient · 0
$1,699Mileage not verified

Fridley, MN

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Minneapolis, MN

UnscoredInsufficient · 0
$1,800Mileage not verified

Minneapolis, MN

2002 Oldsmobile Bravada Base

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

2002 Oldsmobile Bravada Base

Minneapolis, MN

UnscoredLimited · 5
$1,800173,789 mi

Comparison: 5 similar vehicles

Minneapolis, MN

2002 Chevrolet TrailBlazer

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

2002 Chevrolet TrailBlazer

Minneapolis, MN

UnscoredInsufficient · 0
$1,800235,315 mi

Minneapolis, MN

2011 Ford Fusion Hybrid

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

2011 Ford Fusion Hybrid

Isanti, MN

UnscoredInsufficient · 0
$1,850234,963 mi

Isanti, MN

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Buffalo, MN

UnscoredLimited · 7
$1,850249,619 mi

Comparison: 7 similar vehicles

Buffalo, MN

1990 Plymouth Grand Voyager SE

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

1990 Plymouth Grand Voyager SE

Buffalo, MN

UnscoredInsufficient · 0
$1,850145,103 mi

Buffalo, MN

2005 Chevrolet Impala Base

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

2005 Chevrolet Impala Base

Ramsey, MN

UnscoredInsufficient · 0
$1,885228,410 mi

Ramsey, MN

2003 Ford F-150 XL

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

2003 Ford F-150 XL

Lakeland, MN

UnscoredInsufficient · 0
$1,895193,529 mi

Lakeland, MN

2000 Chevrolet Tahoe Base

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

2000 Chevrolet Tahoe Base

Lakeland, MN

UnscoredInsufficient · 0
$1,895230,468 mi

Lakeland, MN

2008 Kia Rio LX

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

2008 Kia Rio LX

Minneapolis, MN

UnscoredInsufficient · 0
$1,900166,248 mi

Minneapolis, MN

1996 Acura RL

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

1996 Acura RL

Minneapolis, MN

UnscoredInsufficient · 0
$1,900166,900 mi

Minneapolis, MN

No Photo

2004 Honda Civic VP

Saint Paul, MN

UnscoredInsufficient · 0
$1,950274,000 mi

Saint Paul, MN

2013 Dodge Grand Caravan SXT

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

2013 Dodge Grand Caravan SXT

Lakeland, MN

UnscoredLimited · 7
$1,995268,122 mi

Comparison: 7 similar vehicles

Lakeland, MN

2013 Mazda MAZDA5 Sport

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

2013 Mazda MAZDA5 Sport

Lakeland, MN

UnscoredInsufficient · 0
$1,995244,352 mi

Lakeland, MN

2010 Chrysler Town & Country Touring

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

2010 Chrysler Town & Country Touring

Cambridge, MN

UnscoredLimited · 6
$1,995196,430 mi

Comparison: 6 similar vehicles

Cambridge, MN

2010 Ford Fusion SE

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

2010 Ford Fusion SE

Maplewood, MN

UnscoredLimited · 7
$1,995190,390 mi

Comparison: 7 similar vehicles

Maplewood, MN

2010 Volkswagen Passat Komfort

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

2010 Volkswagen Passat Komfort

Eden Prairie, MN

UnscoredInsufficient · 0
$1,995226,803 mi

Eden Prairie, MN

2007 Dodge Grand Caravan SE

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

2007 Dodge Grand Caravan SE

Lakeland, MN

UnscoredInsufficient · 0
$1,995214,485 mi

Lakeland, MN

2007 Ford Focus ZXW SE

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

2007 Ford Focus ZXW SE

Lakeland, MN

UnscoredInsufficient · 0
$1,995141,781 mi

Lakeland, MN

2007 Ford Escape XLT

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

2007 Ford Escape XLT

Elk River, MN

UnscoredInsufficient · 0
$1,995163,784 mi

Elk River, MN

2007 Chrysler PT Cruiser Base

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

2007 Chrysler PT Cruiser Base

Elk River, MN

UnscoredInsufficient · 0
$1,995111,929 mi

Elk River, MN

2006 Acura TL Base

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

2006 Acura TL Base

Cambridge, MN

UnscoredInsufficient · 3
$1,995311,999 mi

Comparison: 3 similar vehicles

Cambridge, MN

2005 Honda Accord EX

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

2005 Honda Accord EX

Minneapolis, MN

UnscoredInsufficient · 0
$1,995240,310 mi

Minneapolis, MN

2003 Dodge Caravan SE

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

2003 Dodge Caravan SE

Ramsey, MN

UnscoredInsufficient · 0
$1,995275 mi

Ramsey, MN

2003 Nissan Altima SE

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

2003 Nissan Altima SE

St. Louis Park, MN

UnscoredInsufficient · 0
$1,995249,140 mi

St. Louis Park, MN

1999 Buick LeSabre CUSTOM

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

1999 Buick LeSabre CUSTOM

Lakeland, MN

UnscoredInsufficient · 0
$1,995225,935 mi

Lakeland, MN

1997 Honda CR-V Base

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

1997 Honda CR-V Base

Forest Lake, MN

UnscoredInsufficient · 0
$1,995183,353 mi

Forest Lake, MN

2010 Mitsubishi Lancer GTS

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

2010 Mitsubishi Lancer GTS

Farmington, MN

UnscoredInsufficient · 0
$1,999237,201 mi

Farmington, MN

2008 Ford Taurus SEL

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

2008 Ford Taurus SEL

Farmington, MN

UnscoredInsufficient · 0
$1,999178,282 mi

Farmington, MN

2008 Buick LaCrosse CX

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

2008 Buick LaCrosse CX

Cambridge, MN

Salvage title
$1,999353,543 mi

Cambridge, MN

2007 Ford Focus ZX4 SE

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

2007 Ford Focus ZX4 SE

Farmington, MN

UnscoredInsufficient · 0
$1,999223,030 mi

Farmington, MN

2007 Chevrolet Malibu LT

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

2007 Chevrolet Malibu LT

Farmington, MN

UnscoredInsufficient · 0
$1,999140,662 mi

Farmington, MN

2006 Kia Sportage EX

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

2006 Kia Sportage EX

Fridley, MN

UnscoredInsufficient · 0
$1,999Mileage not verified

Fridley, MN

2005 Pontiac Bonneville SE

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

2005 Pontiac Bonneville SE

Fridley, MN

UnscoredInsufficient · 0
$1,999216,299 mi

Fridley, MN

2005 Ford Focus ZX5 SES

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

2005 Ford Focus ZX5 SES

Anoka, MN

UnscoredInsufficient · 0
$1,999196,458 mi

Anoka, MN

2004 Toyota Prius Base

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

2004 Toyota Prius Base

Maple Plain, MN

UnscoredInsufficient · 0
$1,999235,785 mi

Maple Plain, MN

2003 BMW X5 Base

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

2003 BMW X5 Base

Fridley, MN

UnscoredInsufficient · 0
$1,999Mileage not verified

Fridley, MN

2002 Cadillac DeVille DHS

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

2002 Cadillac DeVille DHS

Maple Plain, MN

UnscoredInsufficient · 0
$1,999166,055 mi

Maple Plain, MN

2014 Jeep Patriot Sport

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

2014 Jeep Patriot Sport

Saint Paul, MN

UnscoredInsufficient · 4
$2,000158,850 mi

Comparison: 4 similar vehicles

Saint Paul, MN

2013 Ford E-Series Econoline Van Commercial

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

2013 Ford E-Series Econoline Van Commercial

Cambridge, MN

UnscoredLimited · 9
$2,000170,252 mi

Comparison: 9 similar vehicles

Cambridge, MN

2011 Subaru Outback I Limited

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

2011 Subaru Outback I Limited

Minneapolis, MN

UnscoredInsufficient · 3
$2,000232,961 mi

Comparison: 3 similar vehicles

Minneapolis, MN

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.