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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

229 listings found

2007 Chevrolet Impala LS

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

2007 Chevrolet Impala LS

Las Cruces, NM

UnscoredInsufficient · 0
$3,199186,413 mi

Las Cruces, NM

2003 Chevrolet Tahoe LS

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

2003 Chevrolet Tahoe LS

Las Cruces, NM

UnscoredInsufficient · 0
$5,495241,398 mi

Las Cruces, NM

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredLimited · 12
$7,999133,262 mi

Comparison: 12 similar vehicles

Las Cruces, NM

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Las Cruces, NM

UnscoredInsufficient · 3
$7,999177,092 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2002 Chevrolet Camaro Z28

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

2002 Chevrolet Camaro Z28

Las Cruces, NM

UnscoredInsufficient · 0
$7,999167,430 mi

Las Cruces, NM

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredInsufficient · 3
$9,999149,310 mi

Comparison: 3 similar vehicles

Las Cruces, NM

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

Las Cruces, NM

UnscoredInsufficient · 3
$10,49994,554 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2013 Chevrolet Camaro 1LT

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

2013 Chevrolet Camaro 1LT

Las Cruces, NM

Salvage title
$10,499148,216 mi

Las Cruces, NM

2007 Chevrolet Silverado Classic 1500 LT2

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

2007 Chevrolet Silverado Classic 1500 LT2

Las Cruces, NM

UnscoredInsufficient · 0
$10,800Mileage not verified

Las Cruces, NM

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Las Cruces, NM

UnscoredInsufficient · 0
$11,495164,982 mi

Las Cruces, NM

2006 Chevrolet Silverado 2500HD LT1

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

2006 Chevrolet Silverado 2500HD LT1

Las Cruces, NM

UnscoredInsufficient · 0
$11,499180,723 mi

Las Cruces, NM

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Las Cruces, NM

UnscoredInsufficient · 0
$12,21757,049 mi

Las Cruces, NM

2017 Chevrolet Traverse 1LT

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

2017 Chevrolet Traverse 1LT

Las Cruces, NM

UnscoredInsufficient · 3
$12,49583,759 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2015 Chevrolet Impala 2LZ

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

2015 Chevrolet Impala 2LZ

Las Cruces, NM

UnscoredInsufficient · 0
$12,495122,768 mi

Las Cruces, NM

2003 Chevrolet Silverado 2500HD LS

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

2003 Chevrolet Silverado 2500HD LS

Las Cruces, NM

UnscoredInsufficient · 0
$12,495217,665 mi

Las Cruces, NM

2004 Chevrolet Silverado 1500 Z71

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

2004 Chevrolet Silverado 1500 Z71

Las Cruces, NM

UnscoredInsufficient · 0
$12,750196,805 mi

Las Cruces, NM

2006 Chevrolet Silverado 1500 Work Truck

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

2006 Chevrolet Silverado 1500 Work Truck

Las Cruces, NM

UnscoredInsufficient · 0
$12,995103,449 mi

Las Cruces, NM

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Las Cruces, NM

UnscoredInsufficient · 0
$14,089115,422 mi

Las Cruces, NM

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Las Cruces, NM

UnscoredInsufficient · 3
$14,495150,370 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2008 Chevrolet Silverado 1500 Work Truck

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

2008 Chevrolet Silverado 1500 Work Truck

Las Cruces, NM

UnscoredInsufficient · 3
$14,750151,358 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2015 Chevrolet Camaro 1LT

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

2015 Chevrolet Camaro 1LT

Las Cruces, NM

UnscoredInsufficient · 3
$15,999100,592 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2002 Chevrolet Corvette Base

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

2002 Chevrolet Corvette Base

Las Cruces, NM

UnscoredInsufficient · 0
$16,999103,829 mi

Las Cruces, NM

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredLimited · 8
$17,499131,678 mi

Comparison: 8 similar vehicles

Las Cruces, NM

2005 Chevrolet Silverado 3500 LT

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

2005 Chevrolet Silverado 3500 LT

Las Cruces, NM

UnscoredInsufficient · 0
$17,499272,430 mi

Las Cruces, NM

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredLimited · 6
$17,99960,631 mi

Comparison: 6 similar vehicles

Las Cruces, NM

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredLimited · 9
$19,07060,672 mi

Comparison: 9 similar vehicles

Las Cruces, NM

2016 Chevrolet Silverado 1500 LT

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

2016 Chevrolet Silverado 1500 LT

Las Cruces, NM

UnscoredInsufficient · 3
$19,495128,094 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Las Cruces, NM

Fair PriceLimited · 10
$19,99971,186 mi

Market: $18,220 – $21,067

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Las Cruces, NM

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredLimited · 6
$19,99966,472 mi

Comparison: 6 similar vehicles

Las Cruces, NM

2021 Chevrolet Express Cargo Work Van

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

2021 Chevrolet Express Cargo Work Van

Las Cruces, NM

UnscoredInsufficient · 0
$19,99980,565 mi

Las Cruces, NM

2023 Chevrolet Equinox LS

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

2023 Chevrolet Equinox LS

Las Cruces, NM

UnscoredInsufficient · 0
$20,28986,551 mi

Las Cruces, NM

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredInsufficient · 4
$20,32947,075 mi

Comparison: 4 similar vehicles

Las Cruces, NM

2024 Chevrolet Trax RS

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

2024 Chevrolet Trax RS

Las Cruces, NM

UnscoredLimited · 5
$20,47283,929 mi

Comparison: 5 similar vehicles

Las Cruces, NM

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Las Cruces, NM

UnscoredInsufficient · 0
$20,99966,000 mi

Las Cruces, NM

2022 Chevrolet Trailblazer RS

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

2022 Chevrolet Trailblazer RS

Las Cruces, NM

UnscoredInsufficient · 0
$20,99949,295 mi

Las Cruces, NM

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Las Cruces, NM

UnscoredLimited · 9
$21,55155,170 mi

Comparison: 9 similar vehicles

Las Cruces, NM

2020 Chevrolet Colorado LT

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

2020 Chevrolet Colorado LT

Las Cruces, NM

UnscoredInsufficient · 4
$21,59783,365 mi

Comparison: 4 similar vehicles

Las Cruces, NM

2019 Chevrolet Blazer RS

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

2019 Chevrolet Blazer RS

Las Cruces, NM

UnscoredLimited · 9
$21,84364,481 mi

Comparison: 9 similar vehicles

Las Cruces, NM

2020 Chevrolet Colorado LT

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

2020 Chevrolet Colorado LT

Las Cruces, NM

UnscoredLimited · 5
$21,935101,250 mi

Comparison: 5 similar vehicles

Las Cruces, NM

2021 Chevrolet Silverado 1500 Work Truck

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

2021 Chevrolet Silverado 1500 Work Truck

Las Cruces, NM

UnscoredInsufficient · 0
$21,99592,489 mi

Las Cruces, NM

2020 Chevrolet Colorado Work Truck

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

2020 Chevrolet Colorado Work Truck

Las Cruces, NM

OverpricedLimited · 11
$21,995136,467 mi

Market: $14,500 – $19,995

Comparison: 11 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Las Cruces, NM

2015 Chevrolet Silverado 2500HD LTZ

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

2015 Chevrolet Silverado 2500HD LTZ

Las Cruces, NM

UnscoredLimited · 5
$21,995267,914 mi

Comparison: 5 similar vehicles

Las Cruces, NM

2024 Chevrolet Trax LT

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

2024 Chevrolet Trax LT

Las Cruces, NM

UnscoredLimited · 5
$22,09245,337 mi

Comparison: 5 similar vehicles

Las Cruces, NM

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Las Cruces, NM

UnscoredLimited · 5
$22,37460,469 mi

Comparison: 5 similar vehicles

Las Cruces, NM

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Las Cruces, NM

UnscoredLimited · 7
$22,999108,023 mi

Comparison: 7 similar vehicles

Las Cruces, NM

2020 Chevrolet Traverse LS

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

2020 Chevrolet Traverse LS

Las Cruces, NM

UnscoredLimited · 6
$23,17271,855 mi

Comparison: 6 similar vehicles

Las Cruces, NM

2021 Chevrolet Silverado 2500HD Work Truck

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

2021 Chevrolet Silverado 2500HD Work Truck

Las Cruces, NM

UnscoredLimited · 6
$23,785155,926 mi

Comparison: 6 similar vehicles

Las Cruces, NM

2021 Chevrolet Silverado 1500 Custom

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

2021 Chevrolet Silverado 1500 Custom

Las Cruces, NM

UnscoredInsufficient · 3
$23,99594,793 mi

Comparison: 3 similar vehicles

Las Cruces, NM

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Las Cruces, NM

UnscoredLimited · 8
$24,398112,896 mi

Comparison: 8 similar vehicles

Las Cruces, NM

2015 Chevrolet Silverado 2500HD LTZ

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

2015 Chevrolet Silverado 2500HD LTZ

Las Cruces, NM

UnscoredLimited · 5
$24,995185,450 mi

Comparison: 5 similar vehicles

Las Cruces, NM

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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