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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

892 listings found

2010 Volkswagen CC Sport

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

2010 Volkswagen CC Sport

Santa Maria, CA

UnscoredInsufficient · 0
$3,995182,094 mi

Santa Maria, CA

2010 Ford Taurus Limited

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

2010 Ford Taurus Limited

Santa Maria, CA

UnscoredInsufficient · 0
$4,295209,976 mi

Santa Maria, CA

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Santa Maria, CA

UnscoredModerate · 23
$4,300204,402 mi

Comparison: 23 similar vehicles

Santa Maria, CA

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Santa Maria, CA

UnscoredLimited · 9
$4,495235,834 mi

Comparison: 9 similar vehicles

Santa Maria, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Grover Beach, CA

UnscoredModerate · 32
$4,995177,433 mi

Comparison: 32 similar vehicles

Grover Beach, CA

2013 Ford Focus SE

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

2013 Ford Focus SE

Atascadero, CA

UnscoredLimited · 10
$4,995196,280 mi

Comparison: 10 similar vehicles

Atascadero, CA

2006 Toyota Camry XLE

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

2006 Toyota Camry XLE

Santa Maria, CA

UnscoredInsufficient · 3
$4,995227,682 mi

Comparison: 3 similar vehicles

Santa Maria, CA

2006 Toyota Avalon XL

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

2006 Toyota Avalon XL

Santa Maria, CA

UnscoredInsufficient · 0
$4,995171,709 mi

Santa Maria, CA

2005 Honda Accord LX

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

2005 Honda Accord LX

Santa Maria, CA

UnscoredLimited · 6
$4,995198,068 mi

Comparison: 6 similar vehicles

Santa Maria, CA

2004 Cadillac CTS Base

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

2004 Cadillac CTS Base

Nipomo, CA

UnscoredInsufficient · 0
$5,81287,374 mi

Nipomo, CA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Santa Maria, CA

UnscoredLimited · 9
$5,813182,583 mi

Comparison: 9 similar vehicles

Santa Maria, CA

2009 Toyota Avalon Limited

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

2009 Toyota Avalon Limited

Santa Maria, CA

UnscoredInsufficient · 0
$5,909231,124 mi

Santa Maria, CA

2016 Dodge Dart SE

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

2016 Dodge Dart SE

Grover Beach, CA

UnscoredLimited · 8
$5,995188,650 mi

Comparison: 8 similar vehicles

Grover Beach, CA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Guadalupe, CA

UnscoredLimited · 10
$5,995153,444 mi

Comparison: 10 similar vehicles

Guadalupe, CA

2013 Chevrolet Cruze 2LT

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

2013 Chevrolet Cruze 2LT

Santa Maria, CA

UnscoredInsufficient · 3
$5,995170,154 mi

Comparison: 3 similar vehicles

Santa Maria, CA

2012 Volkswagen Jetta SE

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

2012 Volkswagen Jetta SE

Santa Maria, CA

UnscoredInsufficient · 4
$5,995162,128 mi

Comparison: 4 similar vehicles

Santa Maria, CA

2012 Nissan Sentra SL

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

2012 Nissan Sentra SL

Nipomo, CA

UnscoredInsufficient · 0
$5,999155,211 mi

Nipomo, CA

2011 Nissan Sentra S

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

2011 Nissan Sentra S

Santa Maria, CA

UnscoredInsufficient · 0
$6,069129,379 mi

Santa Maria, CA

2012 Honda Accord LX

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

2012 Honda Accord LX

Santa Maria, CA

UnscoredLimited · 17
$6,412192,771 mi

Comparison: 17 similar vehicles

Santa Maria, CA

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Santa Maria, CA

UnscoredInsufficient · 3
$6,569153,970 mi

Comparison: 3 similar vehicles

Santa Maria, CA

2016 Ford Fiesta SE

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

2016 Ford Fiesta SE

Santa Maria, CA

UnscoredLimited · 7
$6,916122,430 mi

Comparison: 7 similar vehicles

Santa Maria, CA

2016 Hyundai Accent SE

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

2016 Hyundai Accent SE

Grover Beach, CA

Fair PriceLimited · 15
$6,995102,643 mi

Market: $6,500 – $16,130

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Grover Beach, CA

2015 Nissan Sentra SL

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

2015 Nissan Sentra SL

Santa Maria, CA

UnscoredInsufficient · 0
$6,995142,780 mi

Santa Maria, CA

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Guadalupe, CA

UnscoredInsufficient · 3
$6,995126,426 mi

Comparison: 3 similar vehicles

Guadalupe, CA

2014 Ford Focus SE

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

2014 Ford Focus SE

Guadalupe, CA

Fair PriceModerate · 22
$6,995104,240 mi

Market: $3,995 – $10,998

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 157 days listed (based on current market benchmarks)

Guadalupe, CA

2012 Chrysler 200 Touring

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

2012 Chrysler 200 Touring

Santa Maria, CA

UnscoredInsufficient · 0
$6,99599,993 mi

Santa Maria, CA

2010 Honda Accord EX

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

2010 Honda Accord EX

Guadalupe, CA

UnscoredInsufficient · 0
$6,995166,637 mi

Guadalupe, CA

2008 Honda Civic LX

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

2008 Honda Civic LX

Atascadero, CA

UnscoredModerate · 25
$6,995142,804 mi

Comparison: 25 similar vehicles

Atascadero, CA

2007 Honda Accord SE

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

2007 Honda Accord SE

Santa Maria, CA

UnscoredInsufficient · 4
$6,995133,674 mi

Comparison: 4 similar vehicles

Santa Maria, CA

2006 Honda Accord 3.0 EX

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

2006 Honda Accord 3.0 EX

Santa Maria, CA

UnscoredInsufficient · 0
$6,995162,226 mi

Santa Maria, CA

2003 Lexus LS 430

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

2003 Lexus LS 430

Atascadero, CA

UnscoredInsufficient · 0
$6,995204,966 mi

Atascadero, CA

2012 Nissan Sentra S

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

2012 Nissan Sentra S

Santa Maria, CA

UnscoredInsufficient · 4
$7,069130,283 mi

Comparison: 4 similar vehicles

Santa Maria, CA

2008 BMW 3 Series 328xi

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

2008 BMW 3 Series 328xi

San Luis Obispo, CA

UnscoredInsufficient · 0
$7,11999,968 mi

San Luis Obispo, 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 Maria, CA

UnscoredModerate · 40
$7,410152,430 mi

Comparison: 40 similar vehicles

Santa Maria, CA

2009 Toyota Corolla S

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

2009 Toyota Corolla S

Santa Maria, CA

UnscoredLimited · 12
$7,569181,221 mi

Comparison: 12 similar vehicles

Santa Maria, CA

2011 Ford Taurus SEL

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

2011 Ford Taurus SEL

Santa Maria, CA

UnscoredInsufficient · 0
$7,615118,602 mi

Santa Maria, CA

2009 Honda Accord EX-L

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

2009 Honda Accord EX-L

Santa Maria, CA

UnscoredLimited · 9
$7,671189,890 mi

Comparison: 9 similar vehicles

Santa Maria, CA

2010 Toyota Corolla LE

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

2010 Toyota Corolla LE

Nipomo, CA

UnscoredModerate · 27
$7,750157,823 mi

Comparison: 27 similar vehicles

Nipomo, CA

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Guadalupe, CA

UnscoredModerate · 28
$7,995145,285 mi

Comparison: 28 similar vehicles

Guadalupe, CA

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Santa Maria, CA

UnscoredLimited · 5
$7,995158,228 mi

Comparison: 5 similar vehicles

Santa Maria, CA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Santa Maria, CA

Fair PriceLimited · 10
$7,995107,521 mi

Market: $4,975 – $16,130

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Santa Maria, CA

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Atascadero, CA

UnscoredLimited · 16
$7,995167,995 mi

Comparison: 16 similar vehicles

Atascadero, CA

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Santa Maria, CA

UnscoredLimited · 8
$7,995141,600 mi

Comparison: 8 similar vehicles

Santa Maria, CA

2012 Hyundai Elantra GLS

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

2012 Hyundai Elantra GLS

Santa Maria, CA

UnscoredLimited · 12
$7,995120,718 mi

Comparison: 12 similar vehicles

Santa Maria, CA

2010 Chrysler Sebring Touring

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

2010 Chrysler Sebring Touring

Lompoc, CA

UnscoredInsufficient · 0
$7,999Mileage not verified

Lompoc, CA

2013 Kia Forte EX

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

2013 Kia Forte EX

Santa Maria, CA

UnscoredInsufficient · 0
$8,06998,016 mi

Santa Maria, CA

2005 Acura TSX Base

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

2005 Acura TSX Base

Santa Maria, CA

UnscoredInsufficient · 0
$8,069168,224 mi

Santa Maria, CA

2004 Toyota Corolla S

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

2004 Toyota Corolla S

Santa Maria, CA

UnscoredInsufficient · 0
$8,117244,810 mi

Santa Maria, CA

2018 Nissan Sentra S

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

2018 Nissan Sentra S

Santa Maria, CA

Fair PriceModerate · 21
$8,395106,164 mi

Market: $3,410 – $11,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Santa Maria, 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 Maria, CA

Fair PriceModerate · 40
$8,395117,697 mi

Market: $3,900 – $12,599

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Santa Maria, 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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