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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 · October 22, 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

575 listings found

2011 Volkswagen Jetta SE w/Convenience

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

2011 Volkswagen Jetta SE w/Convenience

Olympia, WA

UnscoredInsufficient · 0
$2,800204,659 mi

Olympia, WA

2004 Dodge Stratus SE

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

2004 Dodge Stratus SE

Shelton, WA

UnscoredInsufficient · 0
$2,995171,965 mi

Shelton, WA

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Centralia, WA

UnscoredInsufficient · 0
$3,299116,899 mi

Centralia, WA

2005 Volvo S40 2.4i

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

2005 Volvo S40 2.4i

Olympia, WA

UnscoredInsufficient · 0
$3,80093,198 mi

Olympia, WA

2014 Nissan Versa Sedan SL

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

2014 Nissan Versa Sedan SL

Olympia, WA

UnscoredInsufficient · 0
$3,995197,455 mi

Olympia, WA

2008 Mercury Sable Premier

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

2008 Mercury Sable Premier

Olympia, WA

UnscoredInsufficient · 0
$3,995171,748 mi

Olympia, WA

2007 Mazda MAZDA6 i

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

2007 Mazda MAZDA6 i

Olympia, WA

UnscoredInsufficient · 0
$3,995192,124 mi

Olympia, WA

2003 Toyota Prius Base

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

2003 Toyota Prius Base

Olympia, WA

UnscoredInsufficient · 0
$3,995229,007 mi

Olympia, WA

2003 Honda Civic EX

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

2003 Honda Civic EX

Chehalis, WA

UnscoredInsufficient · 0
$3,999196,784 mi

Chehalis, WA

2007 Mazda MAZDA3 i

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

2007 Mazda MAZDA3 i

Centralia, WA

UnscoredInsufficient · 3
$4,444192,224 mi

Comparison: 3 similar vehicles

Centralia, WA

2009 Ford Focus SES

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

2009 Ford Focus SES

Chehalis, WA

UnscoredInsufficient · 3
$4,499151,618 mi

Comparison: 3 similar vehicles

Chehalis, WA

2008 Ford Focus SE

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

2008 Ford Focus SE

Chehalis, WA

UnscoredLimited · 6
$4,499119,464 mi

Comparison: 6 similar vehicles

Chehalis, WA

1999 Mazda Protege DX

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

1999 Mazda Protege DX

Chehalis, WA

UnscoredInsufficient · 0
$4,499216,517 mi

Chehalis, WA

1997 Acura RL Base

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

1997 Acura RL Base

Centralia, WA

UnscoredInsufficient · 0
$4,555257,569 mi

Centralia, WA

2005 Chrysler 300 Touring

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

2005 Chrysler 300 Touring

Aberdeen, WA

UnscoredInsufficient · 0
$5,177181,963 mi

Aberdeen, WA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Lacey, WA

UnscoredLimited · 8
$5,400146,970 mi

Comparison: 8 similar vehicles

Lacey, WA

2012 Dodge Avenger SE

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

2012 Dodge Avenger SE

Olympia, WA

UnscoredLimited · 5
$5,40079,849 mi

Comparison: 5 similar vehicles

Olympia, WA

2009 Ford Focus SES

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

2009 Ford Focus SES

Centralia, WA

UnscoredInsufficient · 3
$5,444204,823 mi

Comparison: 3 similar vehicles

Centralia, WA

2005 Nissan Altima S

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

2005 Nissan Altima S

Centralia, WA

UnscoredInsufficient · 3
$5,444208,028 mi

Comparison: 3 similar vehicles

Centralia, WA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Olympia, WA

UnscoredLimited · 11
$5,799134,273 mi

Comparison: 11 similar vehicles

Olympia, WA

2015 Volkswagen Jetta SE

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

2015 Volkswagen Jetta SE

Olympia, WA

UnscoredInsufficient · 3
$5,800170,660 mi

Comparison: 3 similar vehicles

Olympia, WA

2015 Subaru Legacy 2.5i Premium

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

2015 Subaru Legacy 2.5i Premium

Lacey, WA

UnscoredLimited · 6
$5,800186,569 mi

Comparison: 6 similar vehicles

Lacey, WA

2014 Ford Fusion S

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

2014 Ford Fusion S

Olympia, WA

Salvage title
$5,80090,245 mi

Olympia, WA

2013 Ford Focus SE

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

2013 Ford Focus SE

Olympia, WA

UnscoredLimited · 7
$5,800119,526 mi

Comparison: 7 similar vehicles

Olympia, WA

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Olympia, WA

UnscoredLimited · 8
$5,800132,584 mi

Comparison: 8 similar vehicles

Olympia, WA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Olympia, WA

UnscoredInsufficient · 3
$5,800171,280 mi

Comparison: 3 similar vehicles

Olympia, WA

2007 INFINITI G 35

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

2007 INFINITI G 35

Lacey, WA

UnscoredLimited · 7
$5,800216,144 mi

Comparison: 7 similar vehicles

Lacey, WA

2010 Hyundai Sonata LIMITED

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

2010 Hyundai Sonata LIMITED

Olympia, WA

UnscoredInsufficient · 0
$5,999137,830 mi

Olympia, WA

2009 Hyundai Sonata GLS

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

2009 Hyundai Sonata GLS

Chehalis, WA

UnscoredLimited · 10
$5,999185,346 mi

Comparison: 10 similar vehicles

Chehalis, WA

2008 Saturn Aura XE

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

2008 Saturn Aura XE

Chehalis, WA

UnscoredInsufficient · 0
$5,99953,974 mi

Chehalis, WA

1999 Buick Regal GS

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

1999 Buick Regal GS

Olympia, WA

UnscoredInsufficient · 0
$5,999151,235 mi

Olympia, WA

2007 Honda Civic EX

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

2007 Honda Civic EX

Centralia, WA

UnscoredLimited · 15
$6,222238,461 mi

Comparison: 15 similar vehicles

Centralia, WA

2014 Kia Optima LX

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

2014 Kia Optima LX

Lacey, WA

Salvage title
$6,400124,450 mi

Lacey, WA

2012 BMW 7 Series 740i

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

2012 BMW 7 Series 740i

Olympia, WA

UnscoredInsufficient · 0
$6,400161,153 mi

Olympia, WA

2016 Ford Fusion S

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

2016 Ford Fusion S

Olympia, WA

UnscoredInsufficient · 0
$6,495171,127 mi

Olympia, WA

2002 Lexus ES 300

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

2002 Lexus ES 300

Olympia, WA

UnscoredInsufficient · 3
$6,499143,709 mi

Comparison: 3 similar vehicles

Olympia, WA

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Chehalis, WA

UnscoredInsufficient · 0
$6,69994,069 mi

Chehalis, WA

2003 Nissan Altima SE

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

2003 Nissan Altima SE

Centralia, WA

UnscoredInsufficient · 0
$6,75089,279 mi

Centralia, WA

2013 Nissan Altima Sedan S

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

2013 Nissan Altima Sedan S

Olympia, WA

UnscoredLimited · 15
$6,800142,542 mi

Comparison: 15 similar vehicles

Olympia, WA

2013 Mercedes-Benz C-Class C250 Sport

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

2013 Mercedes-Benz C-Class C250 Sport

Lacey, WA

UnscoredInsufficient · 4
$6,800115,800 mi

Comparison: 4 similar vehicles

Lacey, WA

2015 Kia Optima LX

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

2015 Kia Optima LX

Aberdeen, WA

Fair PriceLimited · 15
$6,98897,445 mi

Market: $2,900 – $9,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 147 days listed (based on current market benchmarks)

Aberdeen, WA

2007 Honda Accord EX

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

2007 Honda Accord EX

Olympia, WA

UnscoredLimited · 14
$6,999166,863 mi

Comparison: 14 similar vehicles

Olympia, WA

2007 Lexus LS Base

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

2007 Lexus LS Base

Olympia, WA

UnscoredInsufficient · 0
$6,999233,133 mi

Olympia, WA

2001 Pontiac Bonneville SSEi

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

2001 Pontiac Bonneville SSEi

Chehalis, WA

UnscoredInsufficient · 0
$6,999104,401 mi

Chehalis, WA

2012 Honda Civic EX-L

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

2012 Honda Civic EX-L

Aberdeen, WA

UnscoredLimited · 6
$7,077208,942 mi

Comparison: 6 similar vehicles

Aberdeen, WA

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Olympia, WA

UnscoredInsufficient · 3
$7,199165,960 mi

Comparison: 3 similar vehicles

Olympia, WA

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Lacey, WA

UnscoredLimited · 7
$7,300111,175 mi

Comparison: 7 similar vehicles

Lacey, WA

2012 Chrysler 300 Limited

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

2012 Chrysler 300 Limited

Olympia, WA

UnscoredInsufficient · 3
$7,400161,602 mi

Comparison: 3 similar vehicles

Olympia, WA

2015 Kia Forte LX

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

2015 Kia Forte LX

Olympia, WA

UnscoredInsufficient · 3
$7,500109,687 mi

Comparison: 3 similar vehicles

Olympia, WA

2013 Lincoln MKZ Hybrid

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

2013 Lincoln MKZ Hybrid

Olympia, WA

UnscoredInsufficient · 0
$7,500135,806 mi

Olympia, 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

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