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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

4,415 listings found

2004 Dodge Stratus SE

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

2004 Dodge Stratus SE

Goleta, CA

UnscoredInsufficient · 0
$1,600236,000 mi

Goleta, CA

2001 Honda Accord LX

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

2001 Honda Accord LX

Los Angeles, CA

UnscoredInsufficient · 0
$2,499316,017 mi

Los Angeles, CA

1999 Chevrolet Prizm LSI

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

1999 Chevrolet Prizm LSI

Los Angeles, CA

UnscoredInsufficient · 0
$2,499171,364 mi

Los Angeles, CA

2004 Toyota Camry XLE V6

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

2004 Toyota Camry XLE V6

Los Angeles, CA

UnscoredInsufficient · 0
$2,799256,453 mi

Los Angeles, CA

2005 Toyota Camry LE

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

2005 Toyota Camry LE

Los Angeles, CA

UnscoredInsufficient · 3
$2,950230,019 mi

Comparison: 3 similar vehicles

Los Angeles, CA

2007 Honda Civic LX

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

2007 Honda Civic LX

Goleta, CA

UnscoredLimited · 9
$3,000223,000 mi

Comparison: 9 similar vehicles

Goleta, CA

2003 Buick Century Custom

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

2003 Buick Century Custom

Goleta, CA

UnscoredInsufficient · 0
$3,000100,000 mi

Goleta, CA

2003 Mercedes-Benz C-Class C240

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

2003 Mercedes-Benz C-Class C240

Goleta, CA

UnscoredInsufficient · 0
$3,000162,800 mi

Goleta, CA

2006 Toyota Corolla S

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

2006 Toyota Corolla S

Thousand Oaks, CA

UnscoredInsufficient · 0
$3,900229,500 mi

Thousand Oaks, CA

2005 Ford Taurus SE

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

2005 Ford Taurus SE

Los Angeles, CA

UnscoredInsufficient · 0
$3,90070,381 mi

Los Angeles, CA

2003 Honda Accord LX

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

2003 Honda Accord LX

Los Angeles, CA

UnscoredInsufficient · 0
$3,900210,215 mi

Los Angeles, CA

2002 Saab 9-5 Arc

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

2002 Saab 9-5 Arc

Los Angeles, CA

UnscoredInsufficient · 0
$3,900158,324 mi

Los Angeles, CA

2007 Mercedes-Benz E-Class E350

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

2007 Mercedes-Benz E-Class E350

Castaic, CA

UnscoredInsufficient · 4
$3,910170,930 mi

Comparison: 4 similar vehicles

Castaic, CA

2001 Mercedes-Benz S-Class S430

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

2001 Mercedes-Benz S-Class S430

Los Angeles, CA

UnscoredInsufficient · 0
$3,995111,000 mi

Los Angeles, CA

2005 Kia Amanti Base

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

2005 Kia Amanti Base

Santa Clarita, CA

UnscoredInsufficient · 0
$3,999131,880 mi

Santa Clarita, CA

1999 Lexus GS 300

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

1999 Lexus GS 300

Camarillo, CA

UnscoredInsufficient · 0
$4,000125,718 mi

Camarillo, CA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Ventura, CA

UnscoredModerate · 24
$4,288225,400 mi

Comparison: 24 similar vehicles

Ventura, CA

2015 Nissan Altima SV

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

2015 Nissan Altima SV

Los Angeles, CA

UnscoredInsufficient · 4
$4,900152,156 mi

Comparison: 4 similar vehicles

Los Angeles, CA

2013 Hyundai Elantra Limited

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

2013 Hyundai Elantra Limited

Los Angeles, CA

UnscoredLimited · 5
$4,900151,528 mi

Comparison: 5 similar vehicles

Los Angeles, CA

2012 Volkswagen CC Sport

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

2012 Volkswagen CC Sport

Los Angeles, CA

UnscoredInsufficient · 0
$4,900118,967 mi

Los Angeles, CA

2011 Hyundai Elantra Limited

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

2011 Hyundai Elantra Limited

Los Angeles, CA

UnscoredInsufficient · 0
$4,900149,828 mi

Los Angeles, CA

2007 Volkswagen Jetta 2.5

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

2007 Volkswagen Jetta 2.5

Thousand Oaks, CA

UnscoredInsufficient · 0
$4,938122,805 mi

Thousand Oaks, CA

1999 Toyota Corolla LE

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

1999 Toyota Corolla LE

Thousand Oaks, CA

UnscoredInsufficient · 0
$4,938156,434 mi

Thousand Oaks, CA

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Oxnard, CA

UnscoredInsufficient · 0
$4,940132,844 mi

Oxnard, CA

2016 Volvo S60 T5 Premier

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

2016 Volvo S60 T5 Premier

Los Angeles, CA

UnscoredInsufficient · 3
$4,950185,394 mi

Comparison: 3 similar vehicles

Los Angeles, CA

2012 Ford Focus SE

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

2012 Ford Focus SE

Oxnard, CA

UnscoredLimited · 7
$4,950187,306 mi

Comparison: 7 similar vehicles

Oxnard, CA

2010 Ford Focus S

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

2010 Ford Focus S

Santa Clarita, CA

UnscoredInsufficient · 0
$4,995157,064 mi

Santa Clarita, CA

2007 Toyota Camry Hybrid

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

2007 Toyota Camry Hybrid

Thousand Oaks, CA

UnscoredLimited · 7
$4,995225,500 mi

Comparison: 7 similar vehicles

Thousand Oaks, CA

2009 Chrysler 300 LX

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

2009 Chrysler 300 LX

Los Angeles, CA

UnscoredInsufficient · 0
$4,999192,680 mi

Los Angeles, CA

2008 Chevrolet Impala LS

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

2008 Chevrolet Impala LS

Los Angeles, CA

UnscoredInsufficient · 0
$4,999152,183 mi

Los Angeles, CA

2013 Kia Optima LX

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

2013 Kia Optima LX

Goleta, CA

UnscoredLimited · 11
$5,000216,500 mi

Comparison: 11 similar vehicles

Goleta, CA

2009 Chevrolet Malibu Hybrid

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

2009 Chevrolet Malibu Hybrid

Goleta, CA

UnscoredInsufficient · 0
$5,000157,000 mi

Goleta, CA

2005 Mercedes-Benz E-Class E320

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

2005 Mercedes-Benz E-Class E320

Thousand Oaks, CA

UnscoredInsufficient · 4
$5,138125,850 mi

Comparison: 4 similar vehicles

Thousand Oaks, CA

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

Goleta, CA

UnscoredLimited · 8
$5,262159,999 mi

Comparison: 8 similar vehicles

Goleta, CA

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Ventura, CA

UnscoredModerate · 44
$5,288159,600 mi

Comparison: 44 similar vehicles

Ventura, CA

2007 Hyundai Elantra GLS

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

2007 Hyundai Elantra GLS

Thousand Oaks, CA

UnscoredInsufficient · 0
$5,450165,402 mi

Thousand Oaks, CA

2014 Volkswagen Passat S

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

2014 Volkswagen Passat S

Los Angeles, CA

UnscoredInsufficient · 0
$5,485139,905 mi

Los Angeles, CA

2016 Nissan Sentra S

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

2016 Nissan Sentra S

Los Angeles, CA

UnscoredInsufficient · 3
$5,495130,168 mi

Comparison: 3 similar vehicles

Los Angeles, CA

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Los Angeles, CA

UnscoredInsufficient · 0
$5,49591,217 mi

Los Angeles, CA

2010 Nissan Altima S

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

2010 Nissan Altima S

Los Angeles, CA

UnscoredLimited · 9
$5,497111,073 mi

Comparison: 9 similar vehicles

Los Angeles, CA

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Los Angeles, CA

UnscoredLimited · 7
$5,500174,824 mi

Comparison: 7 similar vehicles

Los Angeles, CA

2013 Hyundai Sonata Limited

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

2013 Hyundai Sonata Limited

Los Angeles, CA

UnscoredInsufficient · 3
$5,500135,000 mi

Comparison: 3 similar vehicles

Los Angeles, CA

2010 Volvo S40 2.4i

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

2010 Volvo S40 2.4i

Los Angeles, CA

UnscoredInsufficient · 0
$5,50093,000 mi

Los Angeles, CA

2006 Honda Accord LX

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

2006 Honda Accord LX

Thousand Oaks, CA

UnscoredLimited · 8
$5,638163,741 mi

Comparison: 8 similar vehicles

Thousand Oaks, CA

2008 Cadillac CTS 3.6

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

2008 Cadillac CTS 3.6

Los Angeles, CA

UnscoredInsufficient · 3
$5,700120,802 mi

Comparison: 3 similar vehicles

Los Angeles, CA

2007 Hyundai Sonata GLS

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

2007 Hyundai Sonata GLS

Los Angeles, CA

UnscoredInsufficient · 0
$5,70072,000 mi

Los Angeles, CA

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

Agoura Hills, CA

UnscoredLimited · 5
$5,785153,008 mi

Comparison: 5 similar vehicles

Agoura Hills, CA

2015 Nissan Altima S

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

2015 Nissan Altima S

Santa Clarita, CA

UnscoredLimited · 12
$5,795161,970 mi

Comparison: 12 similar vehicles

Santa Clarita, CA

2017 Hyundai Accent SE

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

2017 Hyundai Accent SE

Los Angeles, CA

UnscoredLimited · 10
$5,800121,074 mi

Comparison: 10 similar vehicles

Los Angeles, CA

2011 Audi A4 Premium

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

2011 Audi A4 Premium

Goleta, CA

UnscoredLimited · 7
$5,800108,200 mi

Comparison: 7 similar vehicles

Goleta, 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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