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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 · October 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 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

642 listings found

2015 Lincoln MKC Base

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

2015 Lincoln MKC Base

Brooklyn, NY

UnscoredModerate · 49
$4,995157,522 mi

Comparison: 49 similar vehicles

Brooklyn, NY

2004 Lincoln Town Car Ultimate

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

2004 Lincoln Town Car Ultimate

Edison, NJ

UnscoredInsufficient · 3
$5,397134,357 mi

Comparison: 3 similar vehicles

Edison, NJ

2017 Lincoln Continental Premiere Livery

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

2017 Lincoln Continental Premiere Livery

Brooklyn, NY

UnscoredInsufficient · 0
$5,995202,002 mi

Brooklyn, NY

2006 Lincoln Town Car Executive

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

2006 Lincoln Town Car Executive

Yonkers, NY

UnscoredInsufficient · 0
$5,995Mileage not verified

Yonkers, NY

2015 Lincoln MKZ Hybrid

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

2015 Lincoln MKZ Hybrid

New York, NY

UnscoredLimited · 6
$6,80085,802 mi

Comparison: 6 similar vehicles

New York, NY

2016 Lincoln MKZ Base

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

2016 Lincoln MKZ Base

Brooklyn, NY

UnscoredInsufficient · 3
$7,999151,970 mi

Comparison: 3 similar vehicles

Brooklyn, NY

2008 Lincoln MKX Base

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

2008 Lincoln MKX Base

Union, NJ

OverpricedLimited · 11
$8,44986,745 mi

Market: $3,495 – $7,995

Comparison: 11 similar vehicles

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

Union, NJ

2003 Lincoln Aviator Premium

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

2003 Lincoln Aviator Premium

Brooklyn, NY

UnscoredInsufficient · 0
$8,900104,288 mi

Brooklyn, NY

2016 Lincoln MKX Reserve

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

2016 Lincoln MKX Reserve

Edison, NJ

UnscoredLimited · 8
$9,994125,230 mi

Comparison: 8 similar vehicles

Edison, NJ

2016 Lincoln MKZ Base

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

2016 Lincoln MKZ Base

Woodbridge Township, NJ

UnscoredInsufficient · 3
$9,995118,421 mi

Comparison: 3 similar vehicles

Woodbridge Township, NJ

2017 Lincoln MKZ Reserve

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

2017 Lincoln MKZ Reserve

Bronx, NY

UnscoredLimited · 7
$10,990111,085 mi

Comparison: 7 similar vehicles

Bronx, NY

2016 Lincoln MKC Reserve

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

2016 Lincoln MKC Reserve

Freehold, NJ

Fair PriceLimited · 11
$11,59996,401 mi

Market: $7,923 – $17,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Freehold, NJ

2015 Lincoln MKX Base

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

2015 Lincoln MKX Base

Milford, CT

Fair PriceLimited · 10
$11,99080,310 mi

Market: $5,299 – $11,999

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Milford, CT

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Bronx, NY

UnscoredLimited · 10
$11,995123,276 mi

Comparison: 10 similar vehicles

Bronx, NY

2017 Lincoln MKX Reserve

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

2017 Lincoln MKX Reserve

Saint James, NY

Fair PriceRobust · 50
$11,995113,266 mi

Market: $10,995 – $18,989

Comparison: 50 similar vehicles

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

Saint James, NY

2012 Lincoln Navigator Base

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

2012 Lincoln Navigator Base

Yonkers, NY

UnscoredInsufficient · 0
$11,995274,418 mi

Yonkers, NY

2019 Lincoln MKZ Reserve I

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

2019 Lincoln MKZ Reserve I

Springfield, NJ

UnscoredLimited · 5
$11,99999,180 mi

Comparison: 5 similar vehicles

Springfield, NJ

2019 Lincoln Nautilus Select

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

2019 Lincoln Nautilus Select

Union, NJ

UnscoredLimited · 6
$12,449120,734 mi

Comparison: 6 similar vehicles

Union, NJ

2016 Lincoln Navigator Select

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

2016 Lincoln Navigator Select

Brooklyn, NY

UnscoredLimited · 6
$13,000185,740 mi

Comparison: 6 similar vehicles

Brooklyn, NY

2018 Lincoln Navigator Select

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

2018 Lincoln Navigator Select

Union, NJ

UnscoredModerate · 26
$13,950190,762 mi

Comparison: 26 similar vehicles

Union, NJ

2018 Lincoln MKX Reserve

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

2018 Lincoln MKX Reserve

Woodbridge Township, NJ

Fair PriceLimited · 11
$14,811115,565 mi

Market: $9,697 – $15,989

Comparison: 11 similar vehicles

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

Woodbridge Township, NJ

2021 Lincoln Nautilus Base

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

2021 Lincoln Nautilus Base

Brooklyn, NY

UnscoredInsufficient · 4
$14,995159,430 mi

Comparison: 4 similar vehicles

Brooklyn, NY

2019 Lincoln MKC Reserve

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

2019 Lincoln MKC Reserve

Saint James, NY

Fair PriceModerate · 47
$14,99572,207 mi

Market: $10,799 – $19,095

Comparison: 47 similar vehicles

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

Saint James, NY

2018 Lincoln MKC Select

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

2018 Lincoln MKC Select

Bay Shore, NY

Fair PriceModerate · 41
$14,99585,759 mi

Market: $8,391 – $15,995

Comparison: 41 similar vehicles

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

Bay Shore, NY

2017 Lincoln MKC Reserve

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

2017 Lincoln MKC Reserve

Bay Shore, NY

UnscoredLimited · 5
$15,48364,897 mi

Comparison: 5 similar vehicles

Bay Shore, NY

2020 Lincoln Corsair Reserve

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

2020 Lincoln Corsair Reserve

Brooklyn, NY

Fair PriceModerate · 42
$16,995100,086 mi

Market: $16,799 – $22,977

Comparison: 42 similar vehicles

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

Brooklyn, NY

2021 Lincoln Corsair Reserve

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

2021 Lincoln Corsair Reserve

Edison, NJ

Fair PriceModerate · 26
$17,60090,093 mi

Market: $17,875 – $25,685

Comparison: 26 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 336 days listed (based on current market benchmarks)

Edison, NJ

2016 Lincoln Navigator Reserve

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

2016 Lincoln Navigator Reserve

Brooklyn, NY

UnscoredInsufficient · 4
$18,499119,886 mi

Comparison: 4 similar vehicles

Brooklyn, NY

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Saint James, NY

UnscoredLimited · 8
$19,99571,243 mi

Comparison: 8 similar vehicles

Saint James, NY

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Westport, CT

Fair PriceLimited · 11
$20,38960,322 mi

Market: $18,960 – $20,455

Comparison: 11 similar vehicles

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

Westport, CT

2020 Lincoln Corsair Base

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

2020 Lincoln Corsair Base

Ramsey, NJ

Fair PriceLimited · 13
$20,62346,370 mi

Market: $20,098 – $25,647

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Ramsey, NJ

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Saint James, NY

UnscoredInsufficient · 0
$21,25544,720 mi

Saint James, NY

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Union, NJ

Fair PriceLimited · 15
$21,64694,297 mi

Market: $20,455 – $24,085

Comparison: 15 similar vehicles

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

Union, NJ

2020 Lincoln Corsair Reserve

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

2020 Lincoln Corsair Reserve

Milford, CT

Fair PriceModerate · 41
$21,99572,737 mi

Market: $16,799 – $22,977

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Milford, CT

2020 Lincoln Corsair Base

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

2020 Lincoln Corsair Base

Huntington, NY

UnscoredLimited · 8
$22,19543,418 mi

Comparison: 8 similar vehicles

Huntington, NY

2020 Lincoln Corsair Reserve

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

2020 Lincoln Corsair Reserve

Saint James, NY

Fair PriceModerate · 23
$23,43037,397 mi

Market: $23,495 – $23,985

Comparison: 23 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 56 days listed (based on current market benchmarks)

Saint James, NY

2021 Lincoln Corsair Base

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

2021 Lincoln Corsair Base

Saint James, NY

UnscoredInsufficient · 0
$24,25027,777 mi

Saint James, NY

2020 Lincoln Corsair Reserve

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

2020 Lincoln Corsair Reserve

Bay Shore, NY

Fair PriceLimited · 16
$24,49651,054 mi

Market: $21,995 – $24,995

Comparison: 16 similar vehicles

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

Bay Shore, NY

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Saint James, NY

Great DealLimited · 10
$24,55548,393 mi

Market: $26,995 – $27,704

Comparison: 10 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 115 days listed (based on current market benchmarks)

Saint James, NY

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Ramsey, NJ

Fair PriceLimited · 14
$24,88831,205 mi

Market: $23,375 – $28,389

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Ramsey, NJ

2022 Lincoln Corsair Reserve

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

2022 Lincoln Corsair Reserve

Milford, CT

Fair PriceLimited · 18
$25,39366,879 mi

Market: $21,244 – $28,098

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 207 days listed (based on current market benchmarks)

Milford, CT

2011 Lincoln Town Car Signature Limited

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

2011 Lincoln Town Car Signature Limited

Edison, NJ

UnscoredInsufficient · 0
$25,39731,896 mi

Edison, NJ

2023 Lincoln Corsair Base

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

2023 Lincoln Corsair Base

Huntington Station, NY

Great DealModerate · 26
$25,47521,964 mi

Market: $28,995 – $33,163

Comparison: 26 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 47 days listed (based on current market benchmarks)

Huntington Station, NY

2022 Lincoln Nautilus Reserve

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

2022 Lincoln Nautilus Reserve

Ramsey, NJ

UnscoredInsufficient · 4
$25,61785,514 mi

Comparison: 4 similar vehicles

Ramsey, NJ

2020 Lincoln Aviator Reserve

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

2020 Lincoln Aviator Reserve

Milford, CT

UnscoredInsufficient · 4
$26,00492,344 mi

Comparison: 4 similar vehicles

Milford, CT

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Westport, CT

Fair PriceModerate · 24
$26,99521,860 mi

Market: $26,990 – $34,678

Comparison: 24 similar vehicles

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

Westport, CT

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Saint James, NY

Fair PriceLimited · 10
$26,99549,466 mi

Market: $24,555 – $27,704

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 159 days listed (based on current market benchmarks)

Saint James, NY

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Springfield, NJ

Fair PriceLimited · 18
$27,00913,455 mi

Market: $26,999 – $31,624

Comparison: 18 similar vehicles

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

Springfield, NJ

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Hempstead, NY

Fair PriceLimited · 14
$27,17036,359 mi

Market: $24,888 – $28,389

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Hempstead, NY

2022 Lincoln Corsair Base

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

2022 Lincoln Corsair Base

Ramsey, NJ

Fair PriceLimited · 16
$27,19445,458 mi

Market: $23,788 – $27,994

Comparison: 16 similar vehicles

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

Ramsey, NJ

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles 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. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
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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