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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

716 listings found

2006 Chevrolet Silverado 1500 LT3

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

2006 Chevrolet Silverado 1500 LT3

Newton, IA

UnscoredInsufficient · 4
$3,980261,756 mi

Comparison: 4 similar vehicles

Newton, IA

2009 Toyota Camry LE

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

2009 Toyota Camry LE

Newton, IA

UnscoredInsufficient · 3
$4,780240,005 mi

Comparison: 3 similar vehicles

Newton, IA

2015 Chevrolet Cruze 1LT

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

2015 Chevrolet Cruze 1LT

Newton, IA

UnscoredInsufficient · 4
$6,848140,107 mi

Comparison: 4 similar vehicles

Newton, IA

2015 Chevrolet Sonic LT

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

2015 Chevrolet Sonic LT

Newton, IA

Unscored
$7,68093,679 mi

Comparison: 5 similar vehicles

Newton, IA

2012 Toyota Yaris Fleet

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

2012 Toyota Yaris Fleet

Newton, IA

UnscoredInsufficient · 0
$7,995133,666 mi

Newton, IA

2015 Kia Rio LX

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

2015 Kia Rio LX

Newton, IA

UnscoredInsufficient · 3
$8,00066,627 mi

Comparison: 3 similar vehicles

Newton, IA

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Newton, IA

Unscored
$8,075145,791 mi

Comparison: 11 similar vehicles

Newton, IA

2011 GMC Sierra 1500 SLE

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

2011 GMC Sierra 1500 SLE

Newton, IA

Unscored
$8,477177,621 mi

Comparison: 8 similar vehicles

Newton, IA

2014 Nissan Rogue SV

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

2014 Nissan Rogue SV

Newton, IA

UnscoredInsufficient · 3
$8,501117,529 mi

Comparison: 3 similar vehicles

Newton, IA

2013 Chevrolet Silverado 1500 LT

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

2013 Chevrolet Silverado 1500 LT

Newton, IA

Unscored
$8,780165,123 mi

Comparison: 8 similar vehicles

Newton, IA

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Newton, IA

Unscored
$8,995145,956 mi

Comparison: 5 similar vehicles

Newton, IA

2009 Chevrolet Malibu 1LS

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

2009 Chevrolet Malibu 1LS

Newton, IA

UnscoredInsufficient · 0
$8,99571,113 mi

Newton, IA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Newton, IA

Unscored
$8,995149,635 mi

Comparison: 15 similar vehicles

Newton, IA

2013 Chevrolet Impala 2FL

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

2013 Chevrolet Impala 2FL

Newton, IA

OverpricedLimited · 11
$9,995128,872 mi

Market: $5,200 – $5,995

Comparison: 11 similar vehicles

Priced ~67% above the typical market range for similar vehicles (based on current market benchmarks)

Newton, IA

2011 Buick Enclave CXL-1

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

2011 Buick Enclave CXL-1

Newton, IA

Unscored
$9,995139,010 mi

Comparison: 7 similar vehicles

Newton, IA

2010 Honda CR-V EX-L

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

2010 Honda CR-V EX-L

Newton, IA

Unscored
$9,995160,124 mi

Comparison: 5 similar vehicles

Newton, IA

2014 Nissan Rogue Select S

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

2014 Nissan Rogue Select S

Newton, IA

Fair PriceLimited · 12
$10,000102,955 mi

Market: $3,950 – $14,900

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Newton, IA

2015 Subaru Forester i Touring

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

2015 Subaru Forester i Touring

Newton, IA

UnscoredInsufficient · 0
$10,295166,007 mi

Newton, IA

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Newton, IA

UnscoredInsufficient · 4
$10,399103,640 mi

Comparison: 4 similar vehicles

Newton, IA

2017 Chevrolet Cruze LT

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

2017 Chevrolet Cruze LT

Newton, IA

Unscored
$10,995132,335 mi

Comparison: 46 similar vehicles

Newton, IA

2019 Buick Envision Preferred

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

2019 Buick Envision Preferred

Newton, IA

UnscoredInsufficient · 0
$11,459149,758 mi

Newton, IA

2018 Toyota Highlander XLE

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

2018 Toyota Highlander XLE

Newton, IA

Unscored
$11,500240,566 mi

Comparison: 20 similar vehicles

Newton, IA

2017 Buick Enclave Premium

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

2017 Buick Enclave Premium

Newton, IA

Unscored
$11,505127,887 mi

Comparison: 20 similar vehicles

Newton, IA

2016 Dodge Grand Caravan SXT Plus

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

2016 Dodge Grand Caravan SXT Plus

Newton, IA

UnscoredInsufficient · 3
$11,750102,370 mi

Comparison: 3 similar vehicles

Newton, IA

2017 Hyundai Santa Fe Sport

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

2017 Hyundai Santa Fe Sport

Newton, IA

Fair PriceModerate · 36
$11,81199,810 mi

Market: $5,964 – $14,790

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Newton, IA

2022 Chrysler Voyager LX

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

2022 Chrysler Voyager LX

Newton, IA

UnscoredInsufficient · 3
$12,000125,439 mi

Comparison: 3 similar vehicles

Newton, IA

2020 Ford Escape SE

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

2020 Ford Escape SE

Newton, IA

UnscoredInsufficient · 4
$12,00091,640 mi

Comparison: 4 similar vehicles

Newton, IA

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Newton, IA

Unscored
$12,352117,169 mi

Comparison: 8 similar vehicles

Newton, IA

2016 Toyota Camry Special Edition

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

2016 Toyota Camry Special Edition

Newton, IA

Unscored
$12,499156,497 mi

Comparison: 14 similar vehicles

Newton, IA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Newton, IA

Unscored
$12,500113,493 mi

Comparison: 38 similar vehicles

Newton, IA

2019 Jeep Cherokee Latitude

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

2019 Jeep Cherokee Latitude

Newton, IA

Fair PriceModerate · 39
$12,50094,899 mi

Market: $5,990 – $17,998

Comparison: 39 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Newton, IA

2018 Buick Encore Essence

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

2018 Buick Encore Essence

Newton, IA

Unscored
$12,50078,834 mi

Comparison: 6 similar vehicles

Newton, IA

2015 Chevrolet Colorado Z71

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

2015 Chevrolet Colorado Z71

Newton, IA

Unscored
$12,500170,024 mi

Comparison: 53 similar vehicles

Newton, IA

2016 Buick Regal Premium 2

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

2016 Buick Regal Premium 2

Newton, IA

UnscoredInsufficient · 0
$12,57697,882 mi

Newton, IA

2018 Ford Ecosport S

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

2018 Ford Ecosport S

Newton, IA

UnscoredInsufficient · 0
$12,65760,786 mi

Newton, IA

2018 GMC Terrain Denali

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

2018 GMC Terrain Denali

Newton, IA

Unscored
$12,750140,381 mi

Comparison: 9 similar vehicles

Newton, IA

2021 Jeep Cherokee Altitude

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

2021 Jeep Cherokee Altitude

Newton, IA

UnscoredInsufficient · 0
$13,000110,328 mi

Newton, IA

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Newton, IA

Fair PriceModerate · 21
$13,000112,732 mi

Market: $11,990 – $15,998

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Newton, IA

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Newton, IA

Fair PriceRobust · 66
$13,500103,100 mi

Market: $12,500 – $21,822

Comparison: 66 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 26 days listed (based on current market benchmarks)

Newton, IA

2022 Kia Soul LX

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

2022 Kia Soul LX

Newton, IA

Unscored
$13,50099,062 mi

Comparison: 18 similar vehicles

Newton, IA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Newton, IA

Fair PriceModerate · 37
$14,00083,462 mi

Market: $12,500 – $17,176

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Newton, IA

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Newton, IA

Fair PriceModerate · 37
$14,00085,767 mi

Market: $12,500 – $17,176

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Newton, IA

2022 Chevrolet Malibu 1LS

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

2022 Chevrolet Malibu 1LS

Newton, IA

UnscoredInsufficient · 0
$14,00070,988 mi

Newton, IA

2021 Chrysler Voyager LXI

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

2021 Chrysler Voyager LXI

Newton, IA

Fair PriceLimited · 17
$14,000102,715 mi

Market: $9,818 – $21,995

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Newton, IA

2016 Audi A7 Prestige

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

2016 Audi A7 Prestige

Newton, IA

UnscoredInsufficient · 0
$14,000142,614 mi

Newton, IA

2009 Dodge Challenger R/T

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

2009 Dodge Challenger R/T

Newton, IA

UnscoredInsufficient · 0
$14,00066,608 mi

Newton, IA

2017 Nissan Rogue SL

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

2017 Nissan Rogue SL

Newton, IA

UnscoredInsufficient · 4
$14,00189,500 mi

Comparison: 4 similar vehicles

Newton, IA

2020 Chevrolet Malibu 1LT

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

2020 Chevrolet Malibu 1LT

Newton, IA

Unscored
$14,08094,776 mi

Comparison: 5 similar vehicles

Newton, IA

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Newton, IA

UnscoredInsufficient · 4
$14,169131,394 mi

Comparison: 4 similar vehicles

Newton, IA

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Newton, IA

UnscoredInsufficient · 3
$14,50095,790 mi

Comparison: 3 similar vehicles

Newton, IA

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.
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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