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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 9, 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

125 listings found

2012 Cadillac SRX Premium Collection

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

2012 Cadillac SRX Premium Collection

Spring Lake, MI

UnscoredInsufficient · 0
$5,000192,861 mi

Spring Lake, MI

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Spring Lake, MI

Unscored
$5,995159,763 mi

Comparison: 126 similar vehicles

Spring Lake, MI

2013 Chevrolet Equinox LTZ

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

2013 Chevrolet Equinox LTZ

Spring Lake, MI

Unscored
$6,864133,034 mi

Comparison: 46 similar vehicles

Spring Lake, MI

2013 GMC Terrain SLE-2

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

2013 GMC Terrain SLE-2

Spring Lake, MI

Unscored
$6,995182,979 mi

Comparison: 19 similar vehicles

Spring Lake, MI

2011 Jeep Wrangler Sport

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

2011 Jeep Wrangler Sport

Spring Lake, MI

Unscored
$7,595189,239 mi

Comparison: 19 similar vehicles

Spring Lake, MI

2014 Volkswagen Jetta SE

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

2014 Volkswagen Jetta SE

Spring Lake, MI

Unscored
$7,995149,850 mi

Comparison: 43 similar vehicles

Spring Lake, MI

2016 Ford Edge SEL

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

2016 Ford Edge SEL

Spring Lake, MI

Unscored
$8,500184,429 mi

Comparison: 141 similar vehicles

Spring Lake, MI

2015 Kia Soul +

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

2015 Kia Soul +

Spring Lake, MI

Fair PriceModerate · 22
$8,995108,490 mi

Market: $5,990 – $14,350

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 597 days listed (based on current market benchmarks)

Spring Lake, MI

2014 Ford Explorer Base

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

2014 Ford Explorer Base

Spring Lake, MI

Unscored
$9,995140,013 mi

Comparison: 31 similar vehicles

Spring Lake, MI

2014 Toyota RAV4 XLE

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

2014 Toyota RAV4 XLE

Spring Lake, MI

Unscored
$9,995195,728 mi

Comparison: 42 similar vehicles

Spring Lake, MI

2015 Jeep Cherokee Trailhawk

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

2015 Jeep Cherokee Trailhawk

Spring Lake, MI

Fair PriceModerate · 46
$10,595118,708 mi

Market: $3,132 – $15,900

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Spring Lake, MI

2017 Ford Escape SE

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

2017 Ford Escape SE

Spring Lake, MI

Fair PriceLimited · 19
$11,17361,545 mi

Market: $5,995 – $13,990

Comparison: 19 similar vehicles

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

Spring Lake, MI

2013 BMW 5 Series 535i

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

2013 BMW 5 Series 535i

Spring Lake, MI

Fair PriceLimited · 18
$11,29794,365 mi

Market: $3,700 – $15,900

Comparison: 18 similar vehicles

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

Spring Lake, MI

2012 Toyota Highlander Limited

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

2012 Toyota Highlander Limited

Spring Lake, MI

Unscored
$11,795172,465 mi

Comparison: 21 similar vehicles

Spring Lake, MI

2017 Chevrolet Equinox Premier

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

2017 Chevrolet Equinox Premier

Spring Lake, MI

Unscored
$11,995115,428 mi

Comparison: 7 similar vehicles

Spring Lake, MI

2018 GMC Acadia SLE-2

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

2018 GMC Acadia SLE-2

Spring Lake, MI

Unscored
$12,270121,439 mi

Comparison: 97 similar vehicles

Spring Lake, MI

2018 Jeep Renegade Sport

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

2018 Jeep Renegade Sport

Spring Lake, MI

Fair PriceLimited · 11
$12,29568,158 mi

Market: $4,500 – $15,695

Comparison: 11 similar vehicles

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

Spring Lake, MI

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Spring Lake, MI

Fair PriceModerate · 34
$12,495114,056 mi

Market: $11,995 – $16,995

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 253 days listed (based on current market benchmarks)

Spring Lake, MI

2016 Jeep Cherokee Sport

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

2016 Jeep Cherokee Sport

Spring Lake, MI

Fair PriceModerate · 34
$12,995118,521 mi

Market: $5,950 – $13,998

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 950 days listed (based on current market benchmarks)

Spring Lake, MI

2019 Ford Escape SE

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

2019 Ford Escape SE

Spring Lake, MI

Fair PriceModerate · 29
$13,00077,457 mi

Market: $9,995 – $13,492

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 90 days listed (based on current market benchmarks)

Spring Lake, MI

2018 Jeep Cherokee Sport

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

2018 Jeep Cherokee Sport

Spring Lake, MI

UnscoredInsufficient · 3
$13,00075,455 mi

Comparison: 3 similar vehicles

Spring Lake, MI

2018 Jeep Cherokee Trailhawk Leather Plus

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

2018 Jeep Cherokee Trailhawk Leather Plus

Spring Lake, MI

Unscored
$13,207106,229 mi

Comparison: 13 similar vehicles

Spring Lake, MI

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Spring Lake, MI

Unscored
$13,354141,793 mi

Comparison: 12 similar vehicles

Spring Lake, MI

2015 Jeep Cherokee Limited

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

2015 Jeep Cherokee Limited

Spring Lake, MI

UnscoredInsufficient · 0
$13,39548,634 mi

Spring Lake, MI

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Spring Lake, MI

Fair PriceLimited · 14
$13,54650,378 mi

Market: $10,997 – $15,990

Comparison: 14 similar vehicles

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

Spring Lake, MI

2021 Ford Escape SEL

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

2021 Ford Escape SEL

Spring Lake, MI

Unscored
$13,662116,808 mi

Comparison: 7 similar vehicles

Spring Lake, MI

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Spring Lake, MI

Fair PriceLimited · 14
$13,81852,937 mi

Market: $10,997 – $15,990

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Spring Lake, MI

2018 Ford Escape SE

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

2018 Ford Escape SE

Spring Lake, MI

Fair PriceLimited · 14
$13,89543,863 mi

Market: $11,282 – $16,990

Comparison: 14 similar vehicles

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

Spring Lake, MI

2019 Chevrolet Traverse RS

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

2019 Chevrolet Traverse RS

Spring Lake, MI

UnscoredInsufficient · 3
$14,000156,061 mi

Comparison: 3 similar vehicles

Spring Lake, MI

2016 Mazda CX-5 Grand Touring

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

2016 Mazda CX-5 Grand Touring

Spring Lake, MI

Fair PriceRobust · 104
$14,495104,287 mi

Market: $6,995 – $19,998

Comparison: 104 similar vehicles

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

Spring Lake, MI

2017 Nissan Murano SL

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

2017 Nissan Murano SL

Spring Lake, MI

Fair PriceLimited · 14
$14,59573,687 mi

Market: $14,900 – $16,309

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 191 days listed (based on current market benchmarks)

Spring Lake, MI

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Spring Lake, MI

Great DealLimited · 10
$14,720116,314 mi

Market: $16,995 – $18,291

Comparison: 10 similar vehicles

Competitively priced ~13% below the typical range compared to similar vehicles · 76 days listed (based on current market benchmarks)

Spring Lake, MI

2017 Jeep Wrangler Willys Wheeler

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

2017 Jeep Wrangler Willys Wheeler

Spring Lake, MI

Fair PriceLimited · 16
$14,777110,141 mi

Market: $13,995 – $18,963

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Spring Lake, MI

2017 Subaru Forester Premium

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

2017 Subaru Forester Premium

Spring Lake, MI

Unscored
$14,89592,762 mi

Comparison: 7 similar vehicles

Spring Lake, MI

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Spring Lake, MI

Unscored
$15,000103,219 mi

Comparison: 6 similar vehicles

Spring Lake, MI

2017 Jeep Cherokee L Plus

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

2017 Jeep Cherokee L Plus

Spring Lake, MI

Unscored
$15,00078,234 mi

Comparison: 8 similar vehicles

Spring Lake, MI

2017 Dodge Durango Citadel

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

2017 Dodge Durango Citadel

Spring Lake, MI

Unscored
$15,000129,593 mi

Comparison: 9 similar vehicles

Spring Lake, MI

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Spring Lake, MI

Fair PriceLimited · 12
$15,153113,931 mi

Market: $10,309 – $18,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Spring Lake, MI

2019 Jeep Cherokee Trailhawk Elite

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

2019 Jeep Cherokee Trailhawk Elite

Spring Lake, MI

UnscoredInsufficient · 3
$15,229112,880 mi

Comparison: 3 similar vehicles

Spring Lake, MI

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Spring Lake, MI

Fair PriceLimited · 12
$15,813104,987 mi

Market: $10,309 – $18,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Spring Lake, MI

2023 Nissan Rogue S

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

2023 Nissan Rogue S

Spring Lake, MI

Unscored
$15,83283,723 mi

Comparison: 6 similar vehicles

Spring Lake, MI

2019 Nissan Rogue SL

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

2019 Nissan Rogue SL

Spring Lake, MI

Fair PriceModerate · 25
$16,09565,973 mi

Market: $11,784 – $18,101

Comparison: 25 similar vehicles

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

Spring Lake, MI

2022 Ford Escape SE

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

2022 Ford Escape SE

Spring Lake, MI

Fair PriceLimited · 19
$16,68273,260 mi

Market: $11,995 – $19,990

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Spring Lake, MI

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Spring Lake, MI

Unscored
$17,195169,546 mi

Comparison: 80 similar vehicles

Spring Lake, MI

2022 GMC Terrain SLE

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

2022 GMC Terrain SLE

Spring Lake, MI

Unscored
$17,39593,045 mi

Comparison: 8 similar vehicles

Spring Lake, MI

2023 Ford Escape Active

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

2023 Ford Escape Active

Spring Lake, MI

Fair PriceLimited · 13
$17,399108,613 mi

Market: $15,995 – $19,999

Comparison: 13 similar vehicles

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

Spring Lake, MI

2019 Jeep Grand Cherokee Altitude

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

2019 Jeep Grand Cherokee Altitude

Spring Lake, MI

Fair PriceLimited · 15
$17,58799,899 mi

Market: $16,200 – $21,497

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Spring Lake, MI

2019 Jeep Grand Cherokee Summit

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

2019 Jeep Grand Cherokee Summit

Spring Lake, MI

Fair PriceModerate · 34
$17,595115,541 mi

Market: $12,900 – $28,080

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Spring Lake, MI

2020 Dodge Durango GT

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

2020 Dodge Durango GT

Spring Lake, MI

Fair PriceModerate · 22
$17,653119,827 mi

Market: $12,993 – $25,275

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 146 days listed (based on current market benchmarks)

Spring Lake, MI

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Spring Lake, MI

Fair PriceModerate · 28
$17,69567,071 mi

Market: $13,500 – $20,309

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Spring Lake, MI

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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