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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

169 listings found

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Comstock Park, MI

Unscored
$5,495258,668 mi

Comparison: 12 similar vehicles

Comstock Park, MI

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Comstock Park, MI

Unscored
$5,495225,143 mi

Comparison: 35 similar vehicles

Comstock Park, MI

2014 Nissan Altima SV

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

2014 Nissan Altima SV

Comstock Park, MI

Unscored
$6,500143,258 mi

Comparison: 21 similar vehicles

Comstock Park, MI

2012 GMC Savana Cargo Base

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

2012 GMC Savana Cargo Base

Comstock Park, MI

Unscored
$6,995249,211 mi

Comparison: 5 similar vehicles

Comstock Park, MI

2003 Cadillac DeVille Base

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

2003 Cadillac DeVille Base

Comstock Park, MI

UnscoredInsufficient · 3
$6,99583,055 mi

Comparison: 3 similar vehicles

Comstock Park, MI

2011 Mazda MAZDA6 i Sport

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

2011 Mazda MAZDA6 i Sport

Comstock Park, MI

UnscoredInsufficient · 4
$7,495133,623 mi

Comparison: 4 similar vehicles

Comstock Park, MI

2013 Hyundai Santa Fe Limited

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

2013 Hyundai Santa Fe Limited

Comstock Park, MI

Unscored
$8,804132,445 mi

Comparison: 6 similar vehicles

Comstock Park, MI

2018 Chevrolet Trax LS

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

2018 Chevrolet Trax LS

Comstock Park, MI

Fair PriceRobust · 77
$8,975106,147 mi

Market: $3,500 – $16,900

Comparison: 77 similar vehicles

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

Comstock Park, MI

2011 Ford Explorer XLT

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

2011 Ford Explorer XLT

Comstock Park, MI

Unscored
$8,995126,698 mi

Comparison: 13 similar vehicles

Comstock Park, MI

2016 Jeep Compass High Altitude

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

2016 Jeep Compass High Altitude

Comstock Park, MI

Fair PriceRobust · 52
$8,99992,770 mi

Market: $3,925 – $14,400

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Comstock Park, MI

2014 Ford Focus Titanium

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

2014 Ford Focus Titanium

Comstock Park, MI

UnscoredInsufficient · 0
$9,49554,743 mi

Comstock Park, MI

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Comstock Park, MI

Fair PriceLimited · 10
$9,975119,112 mi

Market: $9,700 – $14,900

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Comstock Park, MI

2013 Honda Civic EX

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

2013 Honda Civic EX

Comstock Park, MI

Unscored
$9,975142,682 mi

Comparison: 17 similar vehicles

Comstock Park, MI

2017 Subaru Legacy Base

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

2017 Subaru Legacy Base

Comstock Park, MI

UnscoredInsufficient · 4
$9,995132,471 mi

Comparison: 4 similar vehicles

Comstock Park, MI

2016 Nissan Altima S

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

2016 Nissan Altima S

Comstock Park, MI

Fair PriceRobust · 62
$9,99584,091 mi

Market: $3,480 – $15,935

Comparison: 62 similar vehicles

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

Comstock Park, MI

2015 Chrysler 200 Limited

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

2015 Chrysler 200 Limited

Comstock Park, MI

Fair PriceLimited · 13
$9,99594,121 mi

Market: $7,990 – $12,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 536 days listed (based on current market benchmarks)

Comstock Park, MI

2019 Chevrolet Trax LT

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

2019 Chevrolet Trax LT

Comstock Park, MI

Unscored
$10,37599,350 mi

Comparison: 6 similar vehicles

Comstock Park, MI

2007 Pontiac Grand Prix GP

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

2007 Pontiac Grand Prix GP

Comstock Park, MI

UnscoredInsufficient · 0
$10,57548,578 mi

Comstock Park, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Comstock Park, MI

Fair PriceModerate · 30
$10,87576,646 mi

Market: $3,995 – $14,695

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Comstock Park, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Comstock Park, MI

Fair PriceModerate · 30
$10,975119,529 mi

Market: $3,995 – $14,695

Comparison: 30 similar vehicles

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

Comstock Park, MI

2013 Cadillac SRX Performance Collection

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

2013 Cadillac SRX Performance Collection

Comstock Park, MI

Unscored
$10,97592,395 mi

Comparison: 7 similar vehicles

Comstock Park, MI

2022 Chevrolet Trax LS

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

2022 Chevrolet Trax LS

Comstock Park, MI

Fair PriceModerate · 25
$11,475117,787 mi

Market: $6,995 – $19,728

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Comstock Park, MI

2015 Subaru Forester i Limited

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

2015 Subaru Forester i Limited

Comstock Park, MI

Unscored
$11,495133,431 mi

Comparison: 26 similar vehicles

Comstock Park, MI

2014 Jeep Grand Cherokee Limited

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

2014 Jeep Grand Cherokee Limited

Comstock Park, MI

Unscored
$11,595137,033 mi

Comparison: 188 similar vehicles

Comstock Park, MI

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Comstock Park, MI

Unscored
$11,875164,149 mi

Comparison: 70 similar vehicles

Comstock Park, MI

2017 Jeep Cherokee Limited

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

2017 Jeep Cherokee Limited

Comstock Park, MI

Fair PriceLimited · 16
$11,87587,680 mi

Market: $8,283 – $12,802

Comparison: 16 similar vehicles

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

Comstock Park, MI

2014 Jeep Cherokee Latitude

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

2014 Jeep Cherokee Latitude

Comstock Park, MI

Fair PriceRobust · 103
$11,87560,694 mi

Market: $2,995 – $14,995

Comparison: 103 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Comstock Park, MI

2013 Honda Accord EX-L

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

2013 Honda Accord EX-L

Comstock Park, MI

Fair PriceModerate · 34
$11,875119,308 mi

Market: $5,500 – $13,932

Comparison: 34 similar vehicles

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

Comstock Park, MI

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Comstock Park, MI

Unscored
$11,995127,978 mi

Comparison: 41 similar vehicles

Comstock Park, MI

2019 Subaru Outback Limited

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

2019 Subaru Outback Limited

Comstock Park, MI

Unscored
$12,375152,579 mi

Comparison: 18 similar vehicles

Comstock Park, MI

2015 Lincoln MKC Base

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

2015 Lincoln MKC Base

Comstock Park, MI

Fair PriceRobust · 55
$12,49576,629 mi

Market: $5,900 – $13,812

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Comstock Park, MI

2019 Dodge Grand Caravan GT

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

2019 Dodge Grand Caravan GT

Comstock Park, MI

UnscoredInsufficient · 4
$12,99581,584 mi

Comparison: 4 similar vehicles

Comstock Park, MI

2021 Nissan Rogue SV

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

2021 Nissan Rogue SV

Comstock Park, MI

Unscored
$13,375128,634 mi

Comparison: 29 similar vehicles

Comstock Park, MI

2020 Ford Escape SE

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

2020 Ford Escape SE

Comstock Park, MI

Fair PriceLimited · 14
$13,80889,000 mi

Market: $12,495 – $16,309

Comparison: 14 similar vehicles

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

Comstock Park, MI

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Comstock Park, MI

Unscored
$13,995112,946 mi

Comparison: 7 similar vehicles

Comstock Park, MI

2016 Subaru Outback Limited

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

2016 Subaru Outback Limited

Comstock Park, MI

Fair PriceLimited · 18
$13,995107,283 mi

Market: $10,500 – $15,193

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Comstock Park, MI

2018 Subaru Crosstrek Premium

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

2018 Subaru Crosstrek Premium

Comstock Park, MI

Unscored
$14,495146,407 mi

Comparison: 25 similar vehicles

Comstock Park, MI

2017 Toyota Sienna XLE

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

2017 Toyota Sienna XLE

Comstock Park, MI

Unscored
$14,875172,135 mi

Comparison: 53 similar vehicles

Comstock Park, MI

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Comstock Park, MI

Unscored
$14,995104,400 mi

Comparison: 8 similar vehicles

Comstock Park, MI

2017 Chevrolet Express Cargo Work Van

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

2017 Chevrolet Express Cargo Work Van

Comstock Park, MI

Fair PriceRobust · 75
$14,99996,311 mi

Market: $5,995 – $18,995

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Comstock Park, MI

2017 GMC Sierra 1500 SLT

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

2017 GMC Sierra 1500 SLT

Comstock Park, MI

Unscored
$14,999189,220 mi

Comparison: 16 similar vehicles

Comstock Park, 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

Comstock Park, MI

OverpricedLimited · 16
$15,311118,582 mi

Market: $6,500 – $15,243

Comparison: 16 similar vehicles

Comstock Park, MI

2022 Subaru Forester Base

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

2022 Subaru Forester Base

Comstock Park, MI

Unscored
$15,375107,128 mi

Comparison: 9 similar vehicles

Comstock Park, MI

2016 Subaru Forester i Premium

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

2016 Subaru Forester i Premium

Comstock Park, MI

Unscored
$15,47589,067 mi

Comparison: 9 similar vehicles

Comstock Park, MI

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Comstock Park, MI

Fair PriceModerate · 45
$15,99568,993 mi

Market: $13,314 – $20,309

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Comstock Park, 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

Comstock Park, MI

Unscored
$16,282142,968 mi

Comparison: 18 similar vehicles

Comstock Park, MI

2024 Ford Escape Active

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

2024 Ford Escape Active

Comstock Park, MI

UnscoredInsufficient · 3
$16,375108,504 mi

Comparison: 3 similar vehicles

Comstock Park, MI

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Comstock Park, MI

Unscored
$16,875120,020 mi

Comparison: 11 similar vehicles

Comstock Park, MI

2023 Hyundai Santa Fe SE

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

2023 Hyundai Santa Fe SE

Comstock Park, MI

Unscored
$16,99595,438 mi

Comparison: 5 similar vehicles

Comstock Park, MI

2019 Subaru Forester Sport

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

2019 Subaru Forester Sport

Comstock Park, MI

Unscored
$16,995135,750 mi

Comparison: 8 similar vehicles

Comstock Park, 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 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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