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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 5, 2026

6.8M+

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

297 listings found

2011 Chevrolet Traverse 1LT

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

2011 Chevrolet Traverse 1LT

Clare, MI

Unscored
$2,595239,004 mi

Comparison: 38 similar vehicles

Clare, MI

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Clare, MI

Unscored
$2,975201,366 mi

Comparison: 24 similar vehicles

Clare, MI

2015 Chevrolet Equinox 2LT

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

2015 Chevrolet Equinox 2LT

Clare, MI

Unscored
$3,595215,049 mi

Comparison: 40 similar vehicles

Clare, MI

2013 Chevrolet Traverse 1LT

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

2013 Chevrolet Traverse 1LT

Clare, MI

Unscored
$3,995219,908 mi

Comparison: 20 similar vehicles

Clare, MI

2009 Chrysler 300 Limited

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

2009 Chrysler 300 Limited

Clare, MI

UnscoredInsufficient · 0
$4,99587,533 mi

Clare, MI

2015 Ford Focus SE

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

2015 Ford Focus SE

Clare, MI

Fair PriceRobust · 76
$5,162118,531 mi

Market: $3,195 – $14,660

Comparison: 76 similar vehicles

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

Clare, MI

2020 Nissan Rogue SV

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

2020 Nissan Rogue SV

Clare, MI

Unscored
$5,895175,056 mi

Comparison: 94 similar vehicles

Clare, MI

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Clare, MI

Unscored
$5,975168,934 mi

Comparison: 36 similar vehicles

Clare, MI

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Clare, MI

Unscored
$5,995158,555 mi

Comparison: 44 similar vehicles

Clare, MI

2014 Ford Escape SE

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

2014 Ford Escape SE

Clare, MI

Unscored
$6,314125,869 mi

Comparison: 129 similar vehicles

Clare, MI

2007 Chevrolet TrailBlazer LT

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

2007 Chevrolet TrailBlazer LT

Clare, MI

Unscored
$6,773102,553 mi

Comparison: 6 similar vehicles

Clare, MI

2015 Lincoln MKS Base

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

2015 Lincoln MKS Base

Clare, MI

Unscored
$7,000140,624 mi

Comparison: 10 similar vehicles

Clare, MI

2019 Chevrolet Traverse 1LT

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

2019 Chevrolet Traverse 1LT

Clare, MI

Unscored
$8,495189,874 mi

Comparison: 198 similar vehicles

Clare, MI

2019 Chevrolet Cruze LT

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

2019 Chevrolet Cruze LT

Clare, MI

Unscored
$8,900165,125 mi

Comparison: 46 similar vehicles

Clare, MI

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Clare, MI

Unscored
$8,900147,442 mi

Comparison: 108 similar vehicles

Clare, MI

2015 Cadillac SRX Luxury Collection

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

2015 Cadillac SRX Luxury Collection

Clare, MI

Unscored
$8,900161,673 mi

Comparison: 52 similar vehicles

Clare, MI

2015 Chevrolet City Express 1LS

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

2015 Chevrolet City Express 1LS

Clare, MI

UnscoredInsufficient · 0
$8,914103,889 mi

Clare, MI

2016 Ford Escape Titanium

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

2016 Ford Escape Titanium

Clare, MI

Unscored
$8,975129,374 mi

Comparison: 85 similar vehicles

Clare, MI

2014 Chrysler 200 LX

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

2014 Chrysler 200 LX

Clare, MI

Fair PriceLimited · 19
$8,97597,632 mi

Market: $3,750 – $14,660

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Clare, MI

2014 Ford Edge Limited

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

2014 Ford Edge Limited

Clare, MI

Fair PriceLimited · 19
$8,97599,599 mi

Market: $3,995 – $10,500

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Clare, MI

2019 Chevrolet Equinox 2FL

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

2019 Chevrolet Equinox 2FL

Clare, MI

UnscoredInsufficient · 4
$8,995111,228 mi

Comparison: 4 similar vehicles

Clare, MI

2019 Chevrolet Traverse 3LT

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

2019 Chevrolet Traverse 3LT

Clare, MI

Unscored
$9,595173,811 mi

Comparison: 119 similar vehicles

Clare, MI

2013 Toyota Prius v Five

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

2013 Toyota Prius v Five

Clare, MI

UnscoredInsufficient · 4
$9,975153,459 mi

Comparison: 4 similar vehicles

Clare, MI

2016 Cadillac SRX Luxury Collection

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

2016 Cadillac SRX Luxury Collection

Clare, MI

Fair PriceLimited · 16
$10,595100,886 mi

Market: $6,999 – $15,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 71 days listed (based on current market benchmarks)

Clare, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Clare, MI

UnscoredInsufficient · 3
$10,900115,165 mi

Comparison: 3 similar vehicles

Clare, MI

2019 Jeep Compass Trailhawk

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

2019 Jeep Compass Trailhawk

Clare, MI

Unscored
$10,975157,973 mi

Comparison: 29 similar vehicles

Clare, MI

2019 Ford Transit Connect XLT

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

2019 Ford Transit Connect XLT

Clare, MI

Unscored
$11,975146,214 mi

Comparison: 22 similar vehicles

Clare, MI

2016 Chrysler 200 Limited

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

2016 Chrysler 200 Limited

Clare, MI

Fair PriceModerate · 44
$11,97592,177 mi

Market: $4,999 – $15,500

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Clare, MI

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Clare, MI

UnscoredInsufficient · 3
$11,975152,910 mi

Comparison: 3 similar vehicles

Clare, MI

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Clare, MI

Fair PriceRobust · 511
$11,995106,971 mi

Market: $8,499 – $25,025

Comparison: 511 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Clare, MI

2022 Buick Encore GX Select

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

2022 Buick Encore GX Select

Clare, MI

Unscored
$12,320138,949 mi

Comparison: 35 similar vehicles

Clare, MI

2015 Chevrolet Silverado 2500HD LT

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

2015 Chevrolet Silverado 2500HD LT

Clare, MI

Unscored
$12,595198,136 mi

Comparison: 47 similar vehicles

Clare, MI

2019 Chevrolet Equinox Premier

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

2019 Chevrolet Equinox Premier

Clare, MI

Unscored
$12,975136,858 mi

Comparison: 111 similar vehicles

Clare, MI

2015 Nissan Rogue SL

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

2015 Nissan Rogue SL

Clare, MI

Fair PriceRobust · 67
$12,97595,771 mi

Market: $4,777 – $15,474

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Clare, MI

2013 Toyota Avalon XLE

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

2013 Toyota Avalon XLE

Clare, MI

UnscoredInsufficient · 0
$12,975109,288 mi

Clare, MI

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Clare, MI

Unscored
$13,081139,707 mi

Comparison: 140 similar vehicles

Clare, MI

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Clare, MI

Unscored
$13,975120,413 mi

Comparison: 176 similar vehicles

Clare, MI

2019 Hyundai Santa Fe Preferred

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

2019 Hyundai Santa Fe Preferred

Clare, MI

UnscoredInsufficient · 0
$13,97582,460 mi

Clare, MI

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Clare, MI

UnscoredInsufficient · 3
$13,99585,681 mi

Comparison: 3 similar vehicles

Clare, MI

2022 Chevrolet Trailblazer Activ

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

2022 Chevrolet Trailblazer Activ

Clare, MI

Unscored
$14,162132,821 mi

Comparison: 20 similar vehicles

Clare, MI

2021 Jeep Cherokee Altitude

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

2021 Jeep Cherokee Altitude

Clare, MI

Unscored
$14,351137,558 mi

Comparison: 8 similar vehicles

Clare, MI

2018 Jeep Cherokee North

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

2018 Jeep Cherokee North

Clare, MI

Unscored
$14,38972,931 mi

Comparison: 5 similar vehicles

Clare, MI

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Clare, MI

Fair PriceModerate · 46
$14,44693,523 mi

Market: $7,999 – $15,595

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Clare, MI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Clare, MI

Fair PriceRobust · 356
$14,758Mileage not verified

Market: $4,999 – $19,817

Comparison: 356 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 11 days listed (based on current market benchmarks)

Clare, MI

2020 Jeep Cherokee Trailhawk

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

2020 Jeep Cherokee Trailhawk

Clare, MI

UnscoredInsufficient · 3
$14,97599,104 mi

Comparison: 3 similar vehicles

Clare, MI

2019 RAM 1500 Big Horn

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

2019 RAM 1500 Big Horn

Clare, MI

Unscored
$14,975198,040 mi

Comparison: 44 similar vehicles

Clare, MI

2017 Chevrolet Suburban LT

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

2017 Chevrolet Suburban LT

Clare, MI

Unscored
$14,975175,700 mi

Comparison: 57 similar vehicles

Clare, MI

2019 Nissan Rogue SL

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

2019 Nissan Rogue SL

Clare, MI

Fair PriceLimited · 13
$15,66671,653 mi

Market: $12,091 – $16,043

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 112 days listed (based on current market benchmarks)

Clare, MI

2019 Subaru Crosstrek Limited

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

2019 Subaru Crosstrek Limited

Clare, MI

Fair PriceRobust · 57
$15,814110,113 mi

Market: $7,995 – $20,826

Comparison: 57 similar vehicles

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

Clare, MI

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Clare, MI

Unscored
$15,995165,313 mi

Comparison: 117 similar vehicles

Clare, MI

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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