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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

236 listings found

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Blaine, MN

Unscored
$4,442166,903 mi

Comparison: 19 similar vehicles

Blaine, MN

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Blaine, MN

Unscored
$5,638124,397 mi

Comparison: 6 similar vehicles

Blaine, MN

2008 Chevrolet HHR LT

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

2008 Chevrolet HHR LT

Blaine, MN

UnscoredInsufficient · 0
$5,999119,198 mi

Blaine, MN

2011 Jeep Patriot Sport

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

2011 Jeep Patriot Sport

Blaine, MN

UnscoredInsufficient · 0
$6,18098,842 mi

Blaine, MN

1999 Toyota Avalon XL

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

1999 Toyota Avalon XL

Blaine, MN

UnscoredInsufficient · 0
$6,499134,187 mi

Blaine, MN

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Blaine, MN

UnscoredInsufficient · 3
$6,995109,770 mi

Comparison: 3 similar vehicles

Blaine, MN

2015 Kia Forte LX

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

2015 Kia Forte LX

Blaine, MN

UnscoredInsufficient · 0
$6,999123,065 mi

Blaine, MN

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Blaine, MN

Unscored
$6,999131,965 mi

Comparison: 5 similar vehicles

Blaine, MN

2012 Nissan Altima S

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

2012 Nissan Altima S

Blaine, MN

UnscoredInsufficient · 3
$7,326112,892 mi

Comparison: 3 similar vehicles

Blaine, MN

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

Blaine, MN

Unscored
$7,795194,730 mi

Comparison: 9 similar vehicles

Blaine, MN

1996 Chevrolet Corvette

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

1996 Chevrolet Corvette

Blaine, MN

UnscoredInsufficient · 0
$7,833139,387 mi

Blaine, MN

2007 Mazda MAZDA3 s

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

2007 Mazda MAZDA3 s

Blaine, MN

UnscoredInsufficient · 0
$7,98181,531 mi

Blaine, MN

2003 Honda Pilot EX

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

2003 Honda Pilot EX

Blaine, MN

UnscoredInsufficient · 0
$8,252144,497 mi

Blaine, MN

2017 Kia Sorento LX

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

2017 Kia Sorento LX

Blaine, MN

Unscored
$8,395200,512 mi

Comparison: 28 similar vehicles

Blaine, MN

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Blaine, MN

UnscoredInsufficient · 4
$8,395100,236 mi

Comparison: 4 similar vehicles

Blaine, MN

2005 Toyota Avalon XL

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

2005 Toyota Avalon XL

Blaine, MN

UnscoredInsufficient · 0
$8,430120,744 mi

Blaine, MN

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Blaine, MN

UnscoredInsufficient · 3
$8,695202,897 mi

Comparison: 3 similar vehicles

Blaine, MN

2014 Subaru Outback Base

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

2014 Subaru Outback Base

Blaine, MN

UnscoredInsufficient · 4
$8,695176,155 mi

Comparison: 4 similar vehicles

Blaine, MN

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Blaine, MN

UnscoredInsufficient · 3
$8,953150,534 mi

Comparison: 3 similar vehicles

Blaine, MN

2015 Lincoln MKZ Base

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

2015 Lincoln MKZ Base

Blaine, MN

UnscoredInsufficient · 0
$8,976104,803 mi

Blaine, MN

2013 Ford Focus SE

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

2013 Ford Focus SE

Blaine, MN

Unscored
$8,995132,365 mi

Comparison: 9 similar vehicles

Blaine, MN

2011 Subaru Forester X

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

2011 Subaru Forester X

Blaine, MN

Unscored
$8,995177,304 mi

Comparison: 6 similar vehicles

Blaine, MN

2009 Ford Fusion SE

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

2009 Ford Fusion SE

Blaine, MN

UnscoredInsufficient · 4
$8,995198,854 mi

Comparison: 4 similar vehicles

Blaine, MN

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Blaine, MN

Unscored
$8,999128,459 mi

Comparison: 5 similar vehicles

Blaine, MN

2016 Honda CR-V EX-L

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

2016 Honda CR-V EX-L

Blaine, MN

Unscored
$8,999200,529 mi

Comparison: 14 similar vehicles

Blaine, MN

2015 Hyundai Tucson GLS

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

2015 Hyundai Tucson GLS

Blaine, MN

UnscoredInsufficient · 0
$8,999119,538 mi

Blaine, MN

2009 Pontiac G6 GT

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

2009 Pontiac G6 GT

Blaine, MN

UnscoredInsufficient · 0
$8,999126,831 mi

Blaine, MN

2013 Subaru Forester X Limited

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

2013 Subaru Forester X Limited

Blaine, MN

UnscoredInsufficient · 0
$9,085116,251 mi

Blaine, MN

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Blaine, MN

UnscoredInsufficient · 0
$9,395104,039 mi

Blaine, MN

2013 Ford C-Max Energi SEL

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

2013 Ford C-Max Energi SEL

Blaine, MN

UnscoredInsufficient · 0
$9,395172,909 mi

Blaine, MN

2011 Dodge Journey Crew

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

2011 Dodge Journey Crew

Blaine, MN

UnscoredInsufficient · 0
$9,395189,124 mi

Blaine, MN

2011 Volkswagen Jetta SE

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

2011 Volkswagen Jetta SE

Blaine, MN

UnscoredInsufficient · 3
$9,395190,022 mi

Comparison: 3 similar vehicles

Blaine, MN

2011 INFINITI G Sedan Sport Appearance Edition

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

2011 INFINITI G Sedan Sport Appearance Edition

Blaine, MN

UnscoredInsufficient · 0
$9,398124,551 mi

Blaine, MN

2017 Ford Edge Titanium

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

2017 Ford Edge Titanium

Blaine, MN

Unscored
$9,449145,521 mi

Comparison: 12 similar vehicles

Blaine, MN

2014 Subaru Impreza 2.0I Sport Premium

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

2014 Subaru Impreza 2.0I Sport Premium

Blaine, MN

UnscoredInsufficient · 0
$9,504119,164 mi

Blaine, MN

1989 Toyota Cressida

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

1989 Toyota Cressida

Blaine, MN

UnscoredInsufficient · 0
$9,779137,979 mi

Blaine, MN

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Blaine, MN

Unscored
$9,795115,916 mi

Comparison: 9 similar vehicles

Blaine, MN

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Blaine, MN

Unscored
$9,795185,632 mi

Comparison: 7 similar vehicles

Blaine, MN

2012 Chevrolet Cruze 2LT

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

2012 Chevrolet Cruze 2LT

Blaine, MN

UnscoredInsufficient · 0
$9,795175,341 mi

Blaine, MN

2011 Mazda MAZDA3 i Touring

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

2011 Mazda MAZDA3 i Touring

Blaine, MN

Unscored
$9,795175,998 mi

Comparison: 9 similar vehicles

Blaine, MN

2010 Hyundai Accent GS

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

2010 Hyundai Accent GS

Blaine, MN

UnscoredInsufficient · 0
$9,795161,140 mi

Blaine, MN

2008 Kia Sorento LX

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

2008 Kia Sorento LX

Blaine, MN

UnscoredInsufficient · 0
$9,795120,024 mi

Blaine, MN

2015 Volkswagen Passat SEL Premium

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

2015 Volkswagen Passat SEL Premium

Blaine, MN

UnscoredInsufficient · 0
$9,998112,359 mi

Blaine, MN

2019 Hyundai Elantra Value Edition

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

2019 Hyundai Elantra Value Edition

Blaine, MN

UnscoredInsufficient · 0
$9,99994,086 mi

Blaine, MN

2014 Dodge Durango Citadel

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

2014 Dodge Durango Citadel

Blaine, MN

UnscoredInsufficient · 3
$9,999186,975 mi

Comparison: 3 similar vehicles

Blaine, MN

2012 Subaru Forester X Premium Package

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

2012 Subaru Forester X Premium Package

Blaine, MN

UnscoredInsufficient · 3
$10,17175,281 mi

Comparison: 3 similar vehicles

Blaine, MN

2011 Ford Escape Limited

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

2011 Ford Escape Limited

Blaine, MN

Unscored
$10,23798,019 mi

Comparison: 6 similar vehicles

Blaine, MN

2012 Honda Accord SE

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

2012 Honda Accord SE

Blaine, MN

UnscoredInsufficient · 4
$10,296132,014 mi

Comparison: 4 similar vehicles

Blaine, MN

2010 Honda Accord EX-L V6

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

2010 Honda Accord EX-L V6

Blaine, MN

UnscoredInsufficient · 0
$10,440118,568 mi

Blaine, MN

2007 Toyota Highlander Hybrid

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

2007 Toyota Highlander Hybrid

Blaine, MN

UnscoredInsufficient · 3
$10,513132,271 mi

Comparison: 3 similar vehicles

Blaine, 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 route inbound buyer inquiries and control verified contact information.
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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