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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 11, 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

410 listings found

2020 Ford Escape SE

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

2020 Ford Escape SE

Cold Spring, MN

UnscoredInsufficient · 4
$12,324116,522 mi

Comparison: 4 similar vehicles

Cold Spring, MN

2019 Jeep Cherokee Trailhawk

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

2019 Jeep Cherokee Trailhawk

Cold Spring, MN

Unscored
$15,121103,683 mi

Comparison: 7 similar vehicles

Cold Spring, MN

2018 Nissan Murano Platinum

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

2018 Nissan Murano Platinum

Cold Spring, MN

Unscored
$15,14299,339 mi

Comparison: 7 similar vehicles

Cold Spring, MN

2021 Jeep Renegade Trailhawk

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

2021 Jeep Renegade Trailhawk

Cold Spring, MN

UnscoredInsufficient · 3
$16,60983,360 mi

Comparison: 3 similar vehicles

Cold Spring, MN

2018 Jeep Grand Cherokee Limited

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

2018 Jeep Grand Cherokee Limited

Cold Spring, MN

UnscoredInsufficient · 4
$17,17085,264 mi

Comparison: 4 similar vehicles

Cold Spring, MN

2020 Chevrolet Silverado 1500 LT

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

2020 Chevrolet Silverado 1500 LT

Cold Spring, MN

UnscoredInsufficient · 4
$17,499160,807 mi

Comparison: 4 similar vehicles

Cold Spring, MN

2017 RAM 1500 Pickup Big Horn

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

2017 RAM 1500 Pickup Big Horn

Cold Spring, MN

Unscored
$17,779120,682 mi

Comparison: 74 similar vehicles

Cold Spring, MN

2019 Subaru Ascent Limited

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

2019 Subaru Ascent Limited

Cold Spring, MN

Fair PriceModerate · 35
$17,85093,219 mi

Market: $9,995 – $21,245

Comparison: 35 similar vehicles

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

Cold Spring, MN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Cold Spring, MN

Unscored
$17,86264,041 mi

Comparison: 5 similar vehicles

Cold Spring, MN

2019 Hyundai Santa Fe Limited

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

2019 Hyundai Santa Fe Limited

Cold Spring, MN

Unscored
$17,92672,765 mi

Comparison: 8 similar vehicles

Cold Spring, MN

2020 Chevrolet Equinox LT

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

2020 Chevrolet Equinox LT

Cold Spring, MN

Fair PriceLimited · 10
$17,93459,981 mi

Market: $12,500 – $19,995

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 115 days listed (based on current market benchmarks)

Cold Spring, MN

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Cold Spring, MN

Fair PriceModerate · 45
$17,99662,126 mi

Market: $6,995 – $18,199

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Cold Spring, MN

2022 Kia Sportage Nightfall

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

2022 Kia Sportage Nightfall

Cold Spring, MN

Unscored
$18,27968,605 mi

Comparison: 5 similar vehicles

Cold Spring, MN

2019 Ford Edge Titanium

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

2019 Ford Edge Titanium

Cold Spring, MN

Fair PriceModerate · 49
$18,600102,731 mi

Market: $8,999 – $19,295

Comparison: 49 similar vehicles

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

Cold Spring, MN

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Cold Spring, MN

Fair PriceModerate · 41
$18,96161,071 mi

Market: $11,649 – $20,115

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 81 days listed (based on current market benchmarks)

Cold Spring, MN

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Cold Spring, MN

UnscoredInsufficient · 3
$19,54351,020 mi

Comparison: 3 similar vehicles

Cold Spring, MN

2019 Subaru Forester Premium

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

2019 Subaru Forester Premium

Cold Spring, MN

UnscoredInsufficient · 0
$20,38731,853 mi

Cold Spring, MN

2022 Ford Escape SEL

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

2022 Ford Escape SEL

Cold Spring, MN

Fair PriceLimited · 19
$20,63365,612 mi

Market: $7,980 – $20,770

Comparison: 19 similar vehicles

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

Cold Spring, MN

2023 Ford Escape Active

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

2023 Ford Escape Active

Cold Spring, MN

Fair PriceModerate · 22
$20,81249,559 mi

Market: $21,348 – $23,648

Comparison: 22 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 61 days listed (based on current market benchmarks)

Cold Spring, MN

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Cold Spring, MN

UnscoredInsufficient · 3
$20,98050,172 mi

Comparison: 3 similar vehicles

Cold Spring, MN

2022 Mazda CX-5 S Premium package

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

2022 Mazda CX-5 S Premium package

Cold Spring, MN

UnscoredInsufficient · 0
$20,99989,220 mi

Cold Spring, MN

2024 Ford Edge SEL

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

2024 Ford Edge SEL

Cold Spring, MN

Unscored
$21,35066,058 mi

Comparison: 8 similar vehicles

Cold Spring, MN

2023 Nissan Altima SL

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

2023 Nissan Altima SL

Cold Spring, MN

UnscoredInsufficient · 0
$21,68752,771 mi

Cold Spring, MN

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Cold Spring, MN

Fair PriceLimited · 15
$21,749113,599 mi

Market: $15,350 – $27,329

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Cold Spring, MN

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Cold Spring, MN

UnscoredInsufficient · 4
$21,85036,687 mi

Comparison: 4 similar vehicles

Cold Spring, MN

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Cold Spring, MN

Fair PriceRobust · 124
$22,24425,527 mi

Market: $16,498 – $28,115

Comparison: 124 similar vehicles

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

Cold Spring, MN

2020 Chevrolet Silverado 1500 RST

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

2020 Chevrolet Silverado 1500 RST

Cold Spring, MN

Unscored
$22,599151,107 mi

Comparison: 6 similar vehicles

Cold Spring, MN

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Cold Spring, MN

UnscoredInsufficient · 4
$22,60032,118 mi

Comparison: 4 similar vehicles

Cold Spring, MN

2025 Jeep Compass Limited

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

2025 Jeep Compass Limited

Cold Spring, MN

Fair PriceModerate · 37
$22,85028,543 mi

Market: $21,349 – $26,338

Comparison: 37 similar vehicles

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

Cold Spring, MN

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Cold Spring, MN

UnscoredInsufficient · 3
$23,2202,042 mi

Comparison: 3 similar vehicles

Cold Spring, MN

2025 Chrysler Pacifica Select

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

2025 Chrysler Pacifica Select

Cold Spring, MN

Unscored
$23,55357,678 mi

Comparison: 8 similar vehicles

Cold Spring, MN

2023 Ford Escape Platinum

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

2023 Ford Escape Platinum

Cold Spring, MN

Unscored
$23,60045,201 mi

Comparison: 7 similar vehicles

Cold Spring, MN

2023 Chevrolet Silverado 1500 Custom

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

2023 Chevrolet Silverado 1500 Custom

Cold Spring, MN

Unscored
$24,350115,137 mi

Comparison: 6 similar vehicles

Cold Spring, MN

2023 Chevrolet Equinox RS

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

2023 Chevrolet Equinox RS

Cold Spring, MN

Fair PriceModerate · 20
$24,59937,882 mi

Market: $23,358 – $27,849

Comparison: 20 similar vehicles

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

Cold Spring, MN

2019 Chevrolet Silverado 1500 LTZ

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

2019 Chevrolet Silverado 1500 LTZ

Cold Spring, MN

Unscored
$25,349127,331 mi

Comparison: 14 similar vehicles

Cold Spring, MN

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Cold Spring, MN

Unscored
$25,549116,658 mi

Comparison: 5 similar vehicles

Cold Spring, MN

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Cold Spring, MN

Fair PriceModerate · 37
$25,593Mileage not verified

Market: $24,071 – $29,970

Comparison: 37 similar vehicles

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

Cold Spring, MN

2020 Chevrolet Silverado 1500 RST

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

2020 Chevrolet Silverado 1500 RST

Cold Spring, MN

Unscored
$25,699125,238 mi

Comparison: 6 similar vehicles

Cold Spring, MN

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Cold Spring, MN

Fair PriceLimited · 19
$25,730Mileage not verified

Market: $25,090 – $29,030

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Cold Spring, MN

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Cold Spring, MN

Fair PriceLimited · 19
$25,730Mileage not verified

Market: $25,090 – $29,030

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Cold Spring, MN

2022 Chevrolet Silverado 1500 Limited LT

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

2022 Chevrolet Silverado 1500 Limited LT

Cold Spring, MN

Unscored
$25,817110,176 mi

Comparison: 5 similar vehicles

Cold Spring, MN

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Cold Spring, MN

Fair PriceLimited · 10
$25,821Mileage not verified

Market: $24,340 – $27,890

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Cold Spring, MN

2025 Mazda CX-50 Preferred

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

2025 Mazda CX-50 Preferred

Cold Spring, MN

Fair PriceModerate · 32
$26,00041,893 mi

Market: $23,816 – $26,340

Comparison: 32 similar vehicles

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

Cold Spring, MN

2021 Chevrolet Silverado 1500 LT

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

2021 Chevrolet Silverado 1500 LT

Cold Spring, MN

Unscored
$26,074101,833 mi

Comparison: 6 similar vehicles

Cold Spring, MN

2025 Ford Escape Platinum

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

2025 Ford Escape Platinum

Cold Spring, MN

Fair PriceModerate · 28
$26,08230,570 mi

Market: $24,249 – $26,837

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Cold Spring, MN

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Cold Spring, MN

Fair PriceLimited · 10
$26,094Mileage not verified

Market: $24,340 – $27,890

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Cold Spring, MN

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Cold Spring, MN

Fair PriceModerate · 27
$26,425Mileage not verified

Market: $21,887 – $27,070

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Cold Spring, MN

2025 Subaru Outback Onyx Edition

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

2025 Subaru Outback Onyx Edition

Cold Spring, MN

UnscoredInsufficient · 0
$26,85056,970 mi

Cold Spring, MN

2023 Nissan Pathfinder SV

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

2023 Nissan Pathfinder SV

Cold Spring, MN

UnscoredInsufficient · 0
$26,98942,855 mi

Cold Spring, MN

2019 Chevrolet Silverado 1500 LT

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

2019 Chevrolet Silverado 1500 LT

Cold Spring, MN

UnscoredInsufficient · 3
$26,99985,828 mi

Comparison: 3 similar vehicles

Cold Spring, MN

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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