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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

618 listings found

2008 Ford Focus SE

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

2008 Ford Focus SE

Yuba City, CA

UnscoredInsufficient · 0
$3,950162,810 mi

Yuba City, CA

2005 Toyota Corolla S

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

2005 Toyota Corolla S

Paradise, CA

Salvage title
$4,495185,046 mi

Paradise, CA

2007 Saturn ION 2

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

2007 Saturn ION 2

Yuba City, CA

UnscoredInsufficient · 0
$4,95084,757 mi

Yuba City, CA

2011 Subaru Impreza 2.5i

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

2011 Subaru Impreza 2.5i

Yuba City, CA

UnscoredInsufficient · 0
$5,250129,100 mi

Yuba City, CA

2013 Chevrolet Cruze 2LT

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

2013 Chevrolet Cruze 2LT

Paradise, CA

UnscoredInsufficient · 0
$5,495142,914 mi

Paradise, CA

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Yuba City, CA

UnscoredInsufficient · 3
$5,600158,217 mi

Comparison: 3 similar vehicles

Yuba City, CA

2014 Dodge Avenger SE

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

2014 Dodge Avenger SE

Yuba City, CA

UnscoredInsufficient · 0
$5,950135,220 mi

Yuba City, CA

2010 Mazda MAZDA3 i Touring

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

2010 Mazda MAZDA3 i Touring

Yuba City, CA

UnscoredInsufficient · 0
$5,950133,161 mi

Yuba City, CA

2009 Honda Civic LX

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

2009 Honda Civic LX

Gridley, CA

UnscoredLimited · 12
$5,990180,232 mi

Comparison: 12 similar vehicles

Gridley, CA

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Chico, CA

UnscoredLimited · 6
$6,115239,012 mi

Comparison: 6 similar vehicles

Chico, CA

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Chico, CA

UnscoredInsufficient · 0
$6,115219,645 mi

Chico, CA

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Chico, CA

UnscoredInsufficient · 0
$6,115116,951 mi

Chico, CA

2013 Ford Taurus SHO

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

2013 Ford Taurus SHO

Yuba City, CA

UnscoredInsufficient · 0
$6,450134,702 mi

Yuba City, CA

2014 Toyota Camry SE

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

2014 Toyota Camry SE

Paradise, CA

UnscoredModerate · 20
$6,495224,347 mi

Comparison: 20 similar vehicles

Paradise, CA

2007 Lexus ES 350

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

2007 Lexus ES 350

Paradise, CA

UnscoredModerate · 25
$6,550178,698 mi

Comparison: 25 similar vehicles

Paradise, CA

2015 Nissan Sentra SV

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

2015 Nissan Sentra SV

Yuba City, CA

UnscoredInsufficient · 3
$6,650126,435 mi

Comparison: 3 similar vehicles

Yuba City, CA

2007 Toyota Camry CE

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

2007 Toyota Camry CE

Yuba City, CA

UnscoredInsufficient · 4
$6,650135,756 mi

Comparison: 4 similar vehicles

Yuba City, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Yuba City, CA

UnscoredLimited · 5
$6,700110,770 mi

Comparison: 5 similar vehicles

Yuba City, CA

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Yuba City, CA

UnscoredInsufficient · 4
$6,900141,463 mi

Comparison: 4 similar vehicles

Yuba City, CA

2014 Nissan Sentra S

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

2014 Nissan Sentra S

Yuba City, CA

UnscoredInsufficient · 3
$6,95078,745 mi

Comparison: 3 similar vehicles

Yuba City, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

Yuba City, CA

UnscoredLimited · 6
$6,95093,412 mi

Comparison: 6 similar vehicles

Yuba City, CA

2008 Honda Accord LX

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

2008 Honda Accord LX

Yuba City, CA

UnscoredInsufficient · 4
$6,950136,741 mi

Comparison: 4 similar vehicles

Yuba City, CA

2017 Kia Forte LX

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

2017 Kia Forte LX

Chico, CA

UnscoredLimited · 11
$6,995144,672 mi

Comparison: 11 similar vehicles

Chico, CA

2015 Chrysler 200 C

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

2015 Chrysler 200 C

Paradise, CA

UnscoredInsufficient · 3
$6,995148,279 mi

Comparison: 3 similar vehicles

Paradise, CA

2013 Ford Fusion S

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

2013 Ford Fusion S

Paradise, CA

UnscoredInsufficient · 0
$6,995111,563 mi

Paradise, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

Paradise, CA

Fair PriceLimited · 15
$6,99583,226 mi

Market: $3,499 – $7,999

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Paradise, CA

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Yuba City, CA

UnscoredInsufficient · 4
$6,999132,797 mi

Comparison: 4 similar vehicles

Yuba City, CA

2017 Kia Rio LX

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

2017 Kia Rio LX

Gridley, CA

UnscoredLimited · 9
$6,999100,599 mi

Comparison: 9 similar vehicles

Gridley, CA

2013 Chevrolet Cruze ECO

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

2013 Chevrolet Cruze ECO

Yuba City, CA

UnscoredInsufficient · 0
$6,999137,681 mi

Yuba City, CA

2011 Ford Taurus SE

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

2011 Ford Taurus SE

Chico, CA

UnscoredInsufficient · 0
$7,115178,482 mi

Chico, CA

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Chico, CA

UnscoredInsufficient · 0
$7,115147,618 mi

Chico, CA

2014 Nissan Altima S

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

2014 Nissan Altima S

Yuba City, CA

UnscoredInsufficient · 3
$7,200132,822 mi

Comparison: 3 similar vehicles

Yuba City, CA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Yuba City, CA

UnscoredLimited · 11
$7,200156,888 mi

Comparison: 11 similar vehicles

Yuba City, CA

2018 Nissan Altima S

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

2018 Nissan Altima S

Yuba City, CA

UnscoredInsufficient · 4
$7,400160,734 mi

Comparison: 4 similar vehicles

Yuba City, CA

2013 Volkswagen Jetta Base

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

2013 Volkswagen Jetta Base

Yuba City, CA

UnscoredInsufficient · 0
$7,450132,992 mi

Yuba City, CA

2018 Kia Optima LX

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

2018 Kia Optima LX

Corning, CA

UnscoredLimited · 15
$7,599168,402 mi

Comparison: 15 similar vehicles

Corning, CA

2013 Hyundai Equus Signature

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

2013 Hyundai Equus Signature

Yuba City, CA

UnscoredInsufficient · 0
$7,900118,755 mi

Yuba City, CA

2015 Nissan Altima S

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

2015 Nissan Altima S

Yuba City, CA

UnscoredInsufficient · 4
$7,950147,651 mi

Comparison: 4 similar vehicles

Yuba City, CA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Paradise, CA

UnscoredModerate · 26
$7,995122,042 mi

Comparison: 26 similar vehicles

Paradise, CA

2012 Volkswagen CC Sport

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

2012 Volkswagen CC Sport

Chico, CA

UnscoredInsufficient · 0
$7,995134,433 mi

Chico, CA

2005 Acura TSX Base

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

2005 Acura TSX Base

Chico, CA

UnscoredInsufficient · 0
$7,995175,337 mi

Chico, CA

2015 Nissan Altima S

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

2015 Nissan Altima S

Orland, CA

UnscoredModerate · 21
$8,065133,106 mi

Comparison: 21 similar vehicles

Orland, CA

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Orland, CA

UnscoredInsufficient · 3
$8,065133,579 mi

Comparison: 3 similar vehicles

Orland, CA

2013 Honda Accord LX

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

2013 Honda Accord LX

Marysville, CA

UnscoredLimited · 8
$8,153194,956 mi

Comparison: 8 similar vehicles

Marysville, CA

2012 Mercedes-Benz E-Class E350 Luxury

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

2012 Mercedes-Benz E-Class E350 Luxury

Yuba City, CA

UnscoredLimited · 13
$8,200154,355 mi

Comparison: 13 similar vehicles

Yuba City, CA

2012 Nissan Altima S

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

2012 Nissan Altima S

Yuba City, CA

OverpricedLimited · 10
$8,45092,702 mi

Market: $5,080 – $6,950

Comparison: 10 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Yuba City, CA

2014 Honda Accord LX

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

2014 Honda Accord LX

Yuba City, CA

UnscoredModerate · 21
$8,800160,250 mi

Comparison: 21 similar vehicles

Yuba City, CA

2012 Ford Fusion SEL

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

2012 Ford Fusion SEL

Chico, CA

UnscoredLimited · 13
$8,988151,151 mi

Comparison: 13 similar vehicles

Chico, CA

2019 Nissan Sentra S

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

2019 Nissan Sentra S

Yuba City, CA

UnscoredLimited · 5
$8,995142,349 mi

Comparison: 5 similar vehicles

Yuba City, CA

2014 Dodge Dart SXT

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

2014 Dodge Dart SXT

Orland, CA

UnscoredInsufficient · 0
$9,065112,180 mi

Orland, CA

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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