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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 7, 2026

7.1M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

1,194 listings found

2013 Chevrolet Express Cargo Work Van

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

2013 Chevrolet Express Cargo Work Van

Fresno, CA

Unscored
$3,999275,803 mi

Comparison: 15 similar vehicles

Fresno, CA

2012 Chevrolet Sonic 2LS

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

2012 Chevrolet Sonic 2LS

Fresno, CA

UnscoredInsufficient · 0
$4,500126,490 mi

Fresno, CA

2001 Chevrolet Lumina Base

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

2001 Chevrolet Lumina Base

Fresno, CA

UnscoredInsufficient · 0
$4,995121,570 mi

Fresno, CA

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Fresno, CA

UnscoredInsufficient · 3
$4,999194,466 mi

Comparison: 3 similar vehicles

Fresno, CA

2016 Chevrolet Cruze Limited LTZ

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

2016 Chevrolet Cruze Limited LTZ

Fresno, CA

UnscoredInsufficient · 0
$4,999140,670 mi

Fresno, CA

2006 Chevrolet Equinox LT

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

2006 Chevrolet Equinox LT

Fresno, CA

UnscoredInsufficient · 0
$4,999141,115 mi

Fresno, CA

2015 Chevrolet Sonic LS

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

2015 Chevrolet Sonic LS

Fresno, CA

UnscoredInsufficient · 3
$5,065177,000 mi

Comparison: 3 similar vehicles

Fresno, CA

2002 Chevrolet Silverado 1500 LS

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

2002 Chevrolet Silverado 1500 LS

Fresno, CA

UnscoredInsufficient · 3
$5,130216,738 mi

Comparison: 3 similar vehicles

Fresno, CA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Fresno, CA

UnscoredInsufficient · 4
$5,499142,564 mi

Comparison: 4 similar vehicles

Fresno, CA

2012 Chevrolet Equinox LTZ

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

2012 Chevrolet Equinox LTZ

Fresno, CA

UnscoredInsufficient · 0
$5,999150,474 mi

Fresno, CA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Fresno, CA

UnscoredInsufficient · 3
$6,500142,869 mi

Comparison: 3 similar vehicles

Fresno, CA

2016 Chevrolet Trax LS

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

2016 Chevrolet Trax LS

Fresno, CA

UnscoredInsufficient · 3
$6,50091,246 mi

Comparison: 3 similar vehicles

Fresno, CA

2008 Chevrolet Avalanche LS

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

2008 Chevrolet Avalanche LS

Fresno, CA

Unscored
$6,500198,440 mi

Comparison: 6 similar vehicles

Fresno, CA

2012 Chevrolet Cruze 1LT

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

2012 Chevrolet Cruze 1LT

Fresno, CA

UnscoredInsufficient · 3
$6,56896,510 mi

Comparison: 3 similar vehicles

Fresno, CA

2010 Chevrolet Impala LS

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

2010 Chevrolet Impala LS

Fresno, CA

UnscoredInsufficient · 0
$6,59989,469 mi

Fresno, CA

2018 Chevrolet Sonic LT

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

2018 Chevrolet Sonic LT

Fresno, CA

UnscoredInsufficient · 0
$6,900113,612 mi

Fresno, CA

2015 Chevrolet Cruze LS

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

2015 Chevrolet Cruze LS

Fresno, CA

UnscoredInsufficient · 0
$6,90089,176 mi

Fresno, CA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Fresno, CA

UnscoredInsufficient · 4
$6,94094,935 mi

Comparison: 4 similar vehicles

Fresno, CA

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Fresno, CA

Unscored
$6,995148,782 mi

Comparison: 8 similar vehicles

Fresno, CA

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Fresno, CA

UnscoredInsufficient · 3
$6,995209,029 mi

Comparison: 3 similar vehicles

Fresno, CA

2002 Chevrolet Express Cargo Base

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

2002 Chevrolet Express Cargo Base

Fresno, CA

UnscoredInsufficient · 3
$6,99588,023 mi

Comparison: 3 similar vehicles

Fresno, CA

2002 Chevrolet Tahoe LS

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

2002 Chevrolet Tahoe LS

Fresno, CA

UnscoredInsufficient · 4
$6,995178,994 mi

Comparison: 4 similar vehicles

Fresno, CA

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Fresno, CA

Unscored
$6,999177,199 mi

Comparison: 6 similar vehicles

Fresno, CA

2017 Chevrolet Spark 1LT

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

2017 Chevrolet Spark 1LT

Fresno, CA

UnscoredInsufficient · 0
$6,999137,988 mi

Fresno, CA

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Fresno, CA

Unscored
$6,999158,100 mi

Comparison: 6 similar vehicles

Fresno, CA

2016 Chevrolet Spark 1LT

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

2016 Chevrolet Spark 1LT

Fresno, CA

UnscoredInsufficient · 0
$6,99976,867 mi

Fresno, CA

2008 Chevrolet Silverado 1500 LS

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

2008 Chevrolet Silverado 1500 LS

Fresno, CA

UnscoredInsufficient · 0
$6,999193,559 mi

Fresno, CA

2016 Chevrolet Equinox LTZ

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

2016 Chevrolet Equinox LTZ

Fresno, CA

UnscoredInsufficient · 0
$7,250118,000 mi

Fresno, 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

Fresno, CA

Fair PriceModerate · 22
$7,315110,710 mi

Market: $4,955 – $10,450

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Fresno, CA

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Fresno, CA

UnscoredInsufficient · 0
$7,495129,910 mi

Fresno, CA

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Fresno, CA

UnscoredInsufficient · 3
$7,500147,312 mi

Comparison: 3 similar vehicles

Fresno, CA

2012 Chevrolet Silverado 1500 Work Truck

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

2012 Chevrolet Silverado 1500 Work Truck

Fresno, CA

UnscoredInsufficient · 4
$7,500118,762 mi

Comparison: 4 similar vehicles

Fresno, CA

2012 Chevrolet Suburban LT

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

2012 Chevrolet Suburban LT

Fresno, CA

UnscoredInsufficient · 0
$7,500176,000 mi

Fresno, CA

2016 Chevrolet Malibu Limited 1LT

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

2016 Chevrolet Malibu Limited 1LT

Fresno, CA

Unscored
$7,777145,711 mi

Comparison: 6 similar vehicles

Fresno, CA

2017 Chevrolet Equinox LS

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

2017 Chevrolet Equinox LS

Fresno, CA

Unscored
$7,900110,565 mi

Comparison: 5 similar vehicles

Fresno, CA

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Fresno, CA

UnscoredInsufficient · 3
$7,900133,569 mi

Comparison: 3 similar vehicles

Fresno, CA

2007 Chevrolet Tahoe

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

2007 Chevrolet Tahoe

Fresno, CA

UnscoredInsufficient · 0
$7,900167,350 mi

Fresno, CA

2015 Chevrolet Volt Base

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

2015 Chevrolet Volt Base

Fresno, CA

Fair PriceLimited · 11
$7,995Mileage not verified

Market: $7,969 – $9,488

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 349 days listed (based on current market benchmarks)

Fresno, CA

2014 Chevrolet Volt Base

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

2014 Chevrolet Volt Base

Fresno, CA

Fair PriceLimited · 13
$7,995Mileage not verified

Market: $4,500 – $10,988

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

Fresno, CA

2012 Chevrolet Volt Base

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

2012 Chevrolet Volt Base

Fresno, CA

OverpricedLimited · 10
$7,995Mileage not verified

Market: $3,999 – $7,990

Comparison: 10 similar vehicles

Fresno, CA

2010 Chevrolet Suburban LS

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

2010 Chevrolet Suburban LS

Fresno, CA

UnscoredInsufficient · 0
$7,995210,522 mi

Fresno, CA

2004 Chevrolet Tahoe LS

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

2004 Chevrolet Tahoe LS

Fresno, CA

UnscoredInsufficient · 3
$7,995113,569 mi

Comparison: 3 similar vehicles

Fresno, CA

2016 Chevrolet Spark 1LT

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

2016 Chevrolet Spark 1LT

Fresno, CA

UnscoredInsufficient · 0
$7,99940,000 mi

Fresno, CA

2015 Chevrolet Traverse LS

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

2015 Chevrolet Traverse LS

Fresno, CA

UnscoredInsufficient · 4
$7,999118,410 mi

Comparison: 4 similar vehicles

Fresno, CA

2014 Chevrolet Spark 2LT

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

2014 Chevrolet Spark 2LT

Fresno, CA

UnscoredInsufficient · 0
$7,99951,924 mi

Fresno, CA

2006 Chevrolet Silverado 2500HD Work

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

2006 Chevrolet Silverado 2500HD Work

Fresno, CA

UnscoredInsufficient · 3
$7,999238,357 mi

Comparison: 3 similar vehicles

Fresno, CA

2017 Chevrolet Sonic LT

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

2017 Chevrolet Sonic LT

Fresno, CA

Unscored
$8,13095,419 mi

Comparison: 6 similar vehicles

Fresno, CA

2013 Chevrolet Traverse 2LT

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

2013 Chevrolet Traverse 2LT

Fresno, CA

UnscoredInsufficient · 0
$8,130114,421 mi

Fresno, CA

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Fresno, CA

Unscored
$8,499147,681 mi

Comparison: 9 similar vehicles

Fresno, CA

2012 Chevrolet Silverado 1500 LT

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

2012 Chevrolet Silverado 1500 LT

Fresno, CA

Unscored
$8,500181,000 mi

Comparison: 10 similar vehicles

Fresno, 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 recently 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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