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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 14, 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

365 listings found

2014 Kia Sorento Limited

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

2014 Kia Sorento Limited

Lincoln, IL

Unscored
$4,407126,014 mi

Comparison: 6 similar vehicles

Lincoln, IL

2013 GMC Yukon Denali

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

2013 GMC Yukon Denali

Lincoln, IL

UnscoredInsufficient · 4
$7,412145,536 mi

Comparison: 4 similar vehicles

Lincoln, IL

2015 Jeep Renegade Trailhawk

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

2015 Jeep Renegade Trailhawk

Lincoln, IL

Unscored
$9,412122,996 mi

Comparison: 14 similar vehicles

Lincoln, IL

2012 RAM 1500 Pickup Express

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

2012 RAM 1500 Pickup Express

Lincoln, IL

Unscored
$10,162150,757 mi

Comparison: 23 similar vehicles

Lincoln, IL

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Lincoln, IL

Unscored
$10,407141,442 mi

Comparison: 5 similar vehicles

Lincoln, IL

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Lincoln, IL

Unscored
$10,912139,671 mi

Comparison: 159 similar vehicles

Lincoln, IL

2016 Jeep Grand Cherokee Summit

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

2016 Jeep Grand Cherokee Summit

Lincoln, IL

Unscored
$12,412139,244 mi

Comparison: 6 similar vehicles

Lincoln, IL

2014 Jeep Wrangler Unlimited Sport

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

2014 Jeep Wrangler Unlimited Sport

Lincoln, IL

Unscored
$12,412181,072 mi

Comparison: 14 similar vehicles

Lincoln, IL

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Lincoln, IL

Fair PriceLimited · 12
$13,313113,551 mi

Market: $9,495 – $15,374

Comparison: 12 similar vehicles

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

Lincoln, IL

2019 Chrysler Pacifica Limited

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

2019 Chrysler Pacifica Limited

Lincoln, IL

UnscoredInsufficient · 3
$13,412152,735 mi

Comparison: 3 similar vehicles

Lincoln, IL

2013 Ford F-150 STX

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

2013 Ford F-150 STX

Lincoln, IL

Fair PriceModerate · 46
$13,412113,544 mi

Market: $8,000 – $15,897

Comparison: 46 similar vehicles

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

Lincoln, IL

2012 Jeep Wrangler Sport

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

2012 Jeep Wrangler Sport

Lincoln, IL

Fair PriceModerate · 40
$13,412112,117 mi

Market: $5,950 – $17,278

Comparison: 40 similar vehicles

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

Lincoln, IL

2019 Buick Enclave Premium

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

2019 Buick Enclave Premium

Lincoln, IL

Unscored
$14,280120,328 mi

Comparison: 52 similar vehicles

Lincoln, IL

2021 Jeep Cherokee Latitude

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

2021 Jeep Cherokee Latitude

Lincoln, IL

UnscoredInsufficient · 0
$14,41258,760 mi

Lincoln, IL

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Lincoln, IL

Unscored
$14,818121,359 mi

Comparison: 94 similar vehicles

Lincoln, IL

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Lincoln, IL

UnscoredInsufficient · 4
$15,91254,191 mi

Comparison: 4 similar vehicles

Lincoln, IL

2006 Dodge Ram 2500 Pickup SLT

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

2006 Dodge Ram 2500 Pickup SLT

Lincoln, IL

Unscored
$15,912208,920 mi

Comparison: 10 similar vehicles

Lincoln, IL

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

Lincoln, IL

Fair PriceRobust · 102
$16,196102,556 mi

Market: $7,912 – $19,000

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Lincoln, IL

2024 Nissan Rogue SV

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

2024 Nissan Rogue SV

Lincoln, IL

Fair PriceModerate · 27
$16,99667,426 mi

Market: $15,995 – $21,408

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Lincoln, IL

2021 Buick Envision Avenir

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

2021 Buick Envision Avenir

Lincoln, IL

Unscored
$17,28799,484 mi

Comparison: 59 similar vehicles

Lincoln, IL

2021 Jeep Cherokee Latitude

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

2021 Jeep Cherokee Latitude

Lincoln, IL

UnscoredInsufficient · 3
$17,40462,374 mi

Comparison: 3 similar vehicles

Lincoln, IL

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Lincoln, IL

Fair PriceModerate · 24
$17,40776,707 mi

Market: $11,900 – $19,413

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Lincoln, IL

2016 Jeep Wrangler Unlimited Backcountry

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

2016 Jeep Wrangler Unlimited Backcountry

Lincoln, IL

Unscored
$17,796110,621 mi

Comparison: 9 similar vehicles

Lincoln, IL

2023 Chevrolet Traverse LS

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

2023 Chevrolet Traverse LS

Lincoln, IL

Fair PriceModerate · 41
$17,90799,265 mi

Market: $13,900 – $22,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Lincoln, IL

2022 Chevrolet Equinox LT

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

2022 Chevrolet Equinox LT

Lincoln, IL

UnscoredInsufficient · 4
$17,99869,337 mi

Comparison: 4 similar vehicles

Lincoln, IL

2018 Chevrolet Silverado 1500 LT Z71

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

2018 Chevrolet Silverado 1500 LT Z71

Lincoln, IL

Unscored
$18,260145,210 mi

Comparison: 12 similar vehicles

Lincoln, IL

2022 Chevrolet Trailblazer LT

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

2022 Chevrolet Trailblazer LT

Lincoln, IL

Fair PriceRobust · 67
$18,29874,557 mi

Market: $11,674 – $20,535

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Lincoln, IL

2017 Chevrolet Tahoe LT

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

2017 Chevrolet Tahoe LT

Lincoln, IL

Unscored
$18,313149,049 mi

Comparison: 68 similar vehicles

Lincoln, IL

2019 Buick Enclave Premium

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

2019 Buick Enclave Premium

Lincoln, IL

Fair PriceModerate · 49
$18,40796,359 mi

Market: $10,500 – $21,959

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Lincoln, IL

2021 GMC Acadia Denali

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

2021 GMC Acadia Denali

Lincoln, IL

Unscored
$18,412125,636 mi

Comparison: 106 similar vehicles

Lincoln, IL

2023 Chevrolet TrailBlazer LS

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

2023 Chevrolet TrailBlazer LS

Lincoln, IL

Unscored
$18,91247,545 mi

Comparison: 6 similar vehicles

Lincoln, IL

2020 Ford Edge SEL

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

2020 Ford Edge SEL

Lincoln, IL

Fair PriceModerate · 26
$18,99858,092 mi

Market: $13,900 – $19,649

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Lincoln, IL

2022 Hyundai Santa Fe SE

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

2022 Hyundai Santa Fe SE

Lincoln, IL

Unscored
$19,40762,525 mi

Comparison: 6 similar vehicles

Lincoln, IL

2023 Kia Sportage EX

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

2023 Kia Sportage EX

Lincoln, IL

Fair PriceModerate · 32
$19,79770,481 mi

Market: $15,313 – $22,485

Comparison: 32 similar vehicles

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

Lincoln, IL

2020 Dodge Durango GT Plus

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

2020 Dodge Durango GT Plus

Lincoln, IL

Fair PriceModerate · 40
$19,91292,965 mi

Market: $12,900 – $23,679

Comparison: 40 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Lincoln, IL

2023 Jeep Compass Limited

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

2023 Jeep Compass Limited

Lincoln, IL

Fair PriceModerate · 36
$20,40791,994 mi

Market: $16,998 – $22,033

Comparison: 36 similar vehicles

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

Lincoln, IL

2021 Buick Envision Essence

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

2021 Buick Envision Essence

Lincoln, IL

Fair PriceModerate · 47
$21,19774,925 mi

Market: $15,841 – $24,112

Comparison: 47 similar vehicles

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

Lincoln, IL

2021 Buick Enclave Essence

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

2021 Buick Enclave Essence

Lincoln, IL

Fair PriceRobust · 67
$21,28770,855 mi

Market: $15,275 – $25,240

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Lincoln, IL

2022 Buick Envision Essence

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

2022 Buick Envision Essence

Lincoln, IL

Fair PriceModerate · 28
$21,40772,639 mi

Market: $16,703 – $24,950

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Lincoln, IL

2019 Chrysler Pacifica Limited

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

2019 Chrysler Pacifica Limited

Lincoln, IL

UnscoredInsufficient · 3
$21,41260,501 mi

Comparison: 3 similar vehicles

Lincoln, IL

2021 Chrysler Pacifica Hybrid Limited

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

2021 Chrysler Pacifica Hybrid Limited

Lincoln, IL

Unscored
$21,91260,700 mi

Comparison: 9 similar vehicles

Lincoln, IL

2018 RAM 1500 Pickup Big Horn

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

2018 RAM 1500 Pickup Big Horn

Lincoln, IL

Unscored
$21,91281,399 mi

Comparison: 7 similar vehicles

Lincoln, IL

2023 Ford Escape ST-Line Elite

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

2023 Ford Escape ST-Line Elite

Lincoln, IL

Fair PriceLimited · 14
$21,99654,519 mi

Market: $21,200 – $24,592

Comparison: 14 similar vehicles

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

Lincoln, IL

2023 Ford Edge SEL

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

2023 Ford Edge SEL

Lincoln, IL

Fair PriceModerate · 38
$22,15851,034 mi

Market: $20,694 – $25,586

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Lincoln, IL

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lincoln, IL

Fair PriceModerate · 25
$22,26731,525 mi

Market: $21,090 – $25,270

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 486 days listed (based on current market benchmarks)

Lincoln, IL

2023 Chevrolet Equinox LT

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

2023 Chevrolet Equinox LT

Lincoln, IL

Fair PriceLimited · 19
$22,28615,446 mi

Market: $20,912 – $26,890

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 568 days listed (based on current market benchmarks)

Lincoln, IL

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

Lincoln, IL

Fair PriceLimited · 12
$22,29151,658 mi

Market: $20,900 – $24,900

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Lincoln, IL

2019 Ford Expedition XLT

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

2019 Ford Expedition XLT

Lincoln, IL

Fair PriceRobust · 81
$23,13897,063 mi

Market: $11,999 – $27,998

Comparison: 81 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

Lincoln, IL

2021 Volkswagen Atlas SEL

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

2021 Volkswagen Atlas SEL

Lincoln, IL

Fair PriceModerate · 28
$23,29867,294 mi

Market: $14,975 – $23,410

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Lincoln, IL

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Lincoln, IL

Unscored
$23,30027,545 mi

Comparison: 8 similar vehicles

Lincoln, IL

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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