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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 12, 2026

7.3M+

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

568 listings found

2013 Subaru Forester X Touring

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

2013 Subaru Forester X Touring

Freeland, MI

UnscoredInsufficient · 0
$5,649185,195 mi

Freeland, MI

2015 Honda Odyssey EX

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

2015 Honda Odyssey EX

Freeland, MI

Unscored
$6,818184,393 mi

Comparison: 12 similar vehicles

Freeland, MI

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Freeland, MI

Unscored
$6,834160,649 mi

Comparison: 16 similar vehicles

Freeland, MI

2013 GMC Sierra 1500 Work Truck

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

2013 GMC Sierra 1500 Work Truck

Freeland, MI

UnscoredInsufficient · 0
$8,15857,856 mi

Freeland, MI

2019 Ford Flex SEL

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

2019 Ford Flex SEL

Freeland, MI

Unscored
$8,884150,561 mi

Comparison: 65 similar vehicles

Freeland, MI

2017 Buick Encore Preferred

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

2017 Buick Encore Preferred

Freeland, MI

Unscored
$9,858116,969 mi

Comparison: 5 similar vehicles

Freeland, MI

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Freeland, MI

Fair PriceLimited · 14
$9,884111,680 mi

Market: $5,995 – $15,215

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Freeland, MI

2020 Dodge Grand Caravan SXT

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

2020 Dodge Grand Caravan SXT

Freeland, MI

Fair PriceLimited · 10
$9,98591,228 mi

Market: $8,998 – $16,803

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Freeland, MI

2017 Jeep Cherokee Latitude

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

2017 Jeep Cherokee Latitude

Freeland, MI

UnscoredInsufficient · 4
$9,985127,943 mi

Comparison: 4 similar vehicles

Freeland, MI

2014 Chevrolet Silverado 1500 Work Truck 2WT

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

2014 Chevrolet Silverado 1500 Work Truck 2WT

Freeland, MI

Unscored
$10,269160,521 mi

Comparison: 37 similar vehicles

Freeland, MI

2022 Chevrolet Trax LS

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

2022 Chevrolet Trax LS

Freeland, MI

Unscored
$10,862113,002 mi

Comparison: 5 similar vehicles

Freeland, MI

2018 Jeep Cherokee Sport

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

2018 Jeep Cherokee Sport

Freeland, MI

UnscoredInsufficient · 0
$11,167116,614 mi

Freeland, MI

2012 Nissan NV Cargo SV

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

2012 Nissan NV Cargo SV

Freeland, MI

UnscoredInsufficient · 0
$11,244160,168 mi

Freeland, MI

2014 Ford F-250 Super Duty XLT

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

2014 Ford F-250 Super Duty XLT

Freeland, MI

Unscored
$11,503179,038 mi

Comparison: 22 similar vehicles

Freeland, MI

2017 Cadillac XT5 Luxury

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

2017 Cadillac XT5 Luxury

Freeland, MI

Unscored
$11,692125,679 mi

Comparison: 11 similar vehicles

Freeland, MI

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Freeland, MI

Unscored
$11,747211,641 mi

Comparison: 25 similar vehicles

Freeland, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Freeland, MI

Fair PriceModerate · 31
$11,98485,044 mi

Market: $6,499 – $12,995

Comparison: 31 similar vehicles

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

Freeland, MI

2016 BMW X4 xDrive28i

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

2016 BMW X4 xDrive28i

Freeland, MI

UnscoredInsufficient · 0
$12,239106,209 mi

Freeland, MI

2024 Ford Escape ST-Line Elite

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

2024 Ford Escape ST-Line Elite

Freeland, MI

Unscored
$12,91735,790 mi

Comparison: 24 similar vehicles

Freeland, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Freeland, MI

Fair PriceModerate · 31
$12,91769,090 mi

Market: $6,499 – $12,995

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Freeland, MI

2022 Ford Escape SE

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

2022 Ford Escape SE

Freeland, MI

Fair PriceLimited · 16
$13,225108,770 mi

Market: $9,995 – $16,309

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Freeland, MI

2020 Ford F-150 XLT

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

2020 Ford F-150 XLT

Freeland, MI

Fair PriceRobust · 62
$13,744116,775 mi

Market: $11,450 – $32,975

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Freeland, MI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Freeland, MI

Unscored
$13,744143,000 mi

Comparison: 42 similar vehicles

Freeland, MI

2019 Ford F-150 XLT

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

2019 Ford F-150 XLT

Freeland, MI

Unscored
$13,744122,556 mi

Comparison: 42 similar vehicles

Freeland, MI

2017 Nissan Maxima Platinum

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

2017 Nissan Maxima Platinum

Freeland, MI

Unscored
$13,74465,740 mi

Comparison: 7 similar vehicles

Freeland, MI

2019 Ford Escape SE

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

2019 Ford Escape SE

Freeland, MI

Unscored
$13,89551,762 mi

Comparison: 7 similar vehicles

Freeland, MI

2022 Ford Escape SE

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

2022 Ford Escape SE

Freeland, MI

Fair PriceLimited · 17
$13,99796,435 mi

Market: $9,995 – $16,309

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Freeland, MI

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Freeland, MI

Unscored
$14,25854,314 mi

Comparison: 22 similar vehicles

Freeland, MI

2018 Cadillac XTS Base

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

2018 Cadillac XTS Base

Freeland, MI

UnscoredInsufficient · 3
$14,258109,197 mi

Comparison: 3 similar vehicles

Freeland, MI

2015 GMC Sierra 1500 SLE

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

2015 GMC Sierra 1500 SLE

Freeland, MI

Unscored
$14,305148,649 mi

Comparison: 8 similar vehicles

Freeland, MI

2020 Jeep Grand Cherokee Altitude

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

2020 Jeep Grand Cherokee Altitude

Freeland, MI

Unscored
$14,392157,505 mi

Comparison: 13 similar vehicles

Freeland, MI

2015 Honda CR-V EX

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

2015 Honda CR-V EX

Freeland, MI

Fair PriceModerate · 38
$14,549112,592 mi

Market: $7,200 – $18,590

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Freeland, MI

2014 RAM 1500 Pickup Tradesman

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

2014 RAM 1500 Pickup Tradesman

Freeland, MI

Fair PriceModerate · 40
$14,927111,740 mi

Market: $4,900 – $17,999

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 432 days listed (based on current market benchmarks)

Freeland, MI

2016 GMC Sierra 1500 SLE

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

2016 GMC Sierra 1500 SLE

Freeland, MI

Unscored
$15,003155,947 mi

Comparison: 11 similar vehicles

Freeland, MI

2021 Volkswagen Atlas SE w/Tech

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

2021 Volkswagen Atlas SE w/Tech

Freeland, MI

Unscored
$15,804129,971 mi

Comparison: 31 similar vehicles

Freeland, MI

2016 RAM 2500 Outdoorsman

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

2016 RAM 2500 Outdoorsman

Freeland, MI

UnscoredInsufficient · 0
$16,133168,022 mi

Freeland, MI

2020 Chevrolet Blazer 2LT

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

2020 Chevrolet Blazer 2LT

Freeland, MI

Fair PriceModerate · 21
$16,155108,875 mi

Market: $8,995 – $19,327

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Freeland, MI

2014 GMC Sierra 1500 Denali

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

2014 GMC Sierra 1500 Denali

Freeland, MI

UnscoredInsufficient · 4
$16,707174,497 mi

Comparison: 4 similar vehicles

Freeland, MI

2022 Chevrolet Trailblazer LT

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

2022 Chevrolet Trailblazer LT

Freeland, MI

Fair PriceLimited · 12
$16,88473,628 mi

Market: $15,814 – $19,291

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Freeland, MI

2021 Chevrolet Blazer 2LT

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

2021 Chevrolet Blazer 2LT

Freeland, MI

Fair PriceModerate · 22
$16,88461,264 mi

Market: $13,910 – $20,814

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Freeland, MI

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Freeland, MI

Fair PriceModerate · 27
$16,88441,407 mi

Market: $12,200 – $20,275

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Freeland, MI

2024 Jeep Compass Latitude

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

2024 Jeep Compass Latitude

Freeland, MI

Unscored
$16,94245,313 mi

Comparison: 22 similar vehicles

Freeland, MI

2025 Chevrolet Blazer 2LT

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

2025 Chevrolet Blazer 2LT

Freeland, MI

Great DealLimited · 14
$17,59317,204 mi

Market: $23,995 – $29,997

Comparison: 14 similar vehicles

Competitively priced ~27% below the typical range compared to similar vehicles · 35 days listed (based on current market benchmarks)

Freeland, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Freeland, MI

UnscoredInsufficient · 3
$17,74854,083 mi

Comparison: 3 similar vehicles

Freeland, MI

2021 Ford Bronco Sport Outer Banks

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

2021 Ford Bronco Sport Outer Banks

Freeland, MI

UnscoredInsufficient · 4
$17,74895,632 mi

Comparison: 4 similar vehicles

Freeland, MI

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Freeland, MI

OverpricedLimited · 11
$17,811109,103 mi

Market: $7,995 – $16,816

Comparison: 11 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Freeland, MI

2008 Ford F-250 Super Duty XLT

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

2008 Ford F-250 Super Duty XLT

Freeland, MI

Unscored
$18,01496,536 mi

Comparison: 6 similar vehicles

Freeland, MI

2024 Buick Encore GX Preferred

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

2024 Buick Encore GX Preferred

Freeland, MI

UnscoredInsufficient · 4
$19,36770,012 mi

Comparison: 4 similar vehicles

Freeland, MI

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Freeland, MI

Unscored
$19,49839,818 mi

Comparison: 9 similar vehicles

Freeland, MI

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Freeland, MI

Fair PriceRobust · 216
$19,55737,185 mi

Market: $16,995 – $25,811

Comparison: 216 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 104 days listed (based on current market benchmarks)

Freeland, MI

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 whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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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