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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

41 listings found

2007 Ford Focus ZX4 S

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

2007 Ford Focus ZX4 S

Berlin, NJ

UnscoredInsufficient · 0
$2,981211,219 mi

Berlin, NJ

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Berlin, NJ

Unscored
$6,900226,749 mi

Comparison: 18 similar vehicles

Berlin, NJ

2019 Ford Fiesta SE

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

2019 Ford Fiesta SE

Berlin, NJ

Fair PriceModerate · 20
$7,69493,034 mi

Market: $4,995 – $10,998

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

Berlin, NJ

2017 Ford Escape SE

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

2017 Ford Escape SE

Berlin, NJ

Fair PriceRobust · 69
$8,393113,931 mi

Market: $2,500 – $14,495

Comparison: 69 similar vehicles

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

Berlin, NJ

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Berlin, NJ

Unscored
$8,891172,066 mi

Comparison: 8 similar vehicles

Berlin, NJ

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Berlin, NJ

Unscored
$8,995122,609 mi

Comparison: 27 similar vehicles

Berlin, NJ

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Berlin, NJ

Unscored
$9,60989,467 mi

Comparison: 7 similar vehicles

Berlin, NJ

2013 Ford Focus SE

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

2013 Ford Focus SE

Berlin, NJ

Unscored
$9,650109,206 mi

Comparison: 8 similar vehicles

Berlin, NJ

2017 Ford Escape SE

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

2017 Ford Escape SE

Berlin, NJ

Fair PriceRobust · 69
$9,850110,399 mi

Market: $2,500 – $14,495

Comparison: 69 similar vehicles

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

Berlin, NJ

2014 Ford Focus SE

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

2014 Ford Focus SE

Berlin, NJ

Fair PriceLimited · 18
$9,850107,819 mi

Market: $4,489 – $10,590

Comparison: 18 similar vehicles

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

Berlin, NJ

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Berlin, NJ

Fair PriceModerate · 21
$9,99195,467 mi

Market: $1,900 – $10,485

Comparison: 21 similar vehicles

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

Berlin, NJ

2020 Ford Escape SE

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

2020 Ford Escape SE

Berlin, NJ

Fair PriceModerate · 28
$10,159111,719 mi

Market: $3,800 – $18,485

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Berlin, NJ

2018 Ford Ecosport Titanium

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

2018 Ford Ecosport Titanium

Berlin, NJ

Unscored
$10,33869,592 mi

Comparison: 5 similar vehicles

Berlin, NJ

2011 Ford F-350 Super Duty XLT

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

2011 Ford F-350 Super Duty XLT

Berlin, NJ

UnscoredInsufficient · 3
$10,900Mileage not verified

Comparison: 3 similar vehicles

Berlin, NJ

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Berlin, NJ

Unscored
$11,394137,720 mi

Comparison: 26 similar vehicles

Berlin, NJ

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Berlin, NJ

Fair PriceModerate · 26
$11,49096,210 mi

Market: $3,200 – $16,263

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 79 days listed (based on current market benchmarks)

Berlin, NJ

2016 Ford Mustang EcoBoost

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

2016 Ford Mustang EcoBoost

Berlin, NJ

Unscored
$13,10094,062 mi

Comparison: 6 similar vehicles

Berlin, NJ

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Berlin, NJ

Unscored
$13,194136,844 mi

Comparison: 6 similar vehicles

Berlin, NJ

2017 Ford Expedition Limited

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

2017 Ford Expedition Limited

Berlin, NJ

Unscored
$13,394144,787 mi

Comparison: 25 similar vehicles

Berlin, NJ

2019 Ford F-150 XL

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

2019 Ford F-150 XL

Berlin, NJ

Unscored
$13,450168,695 mi

Comparison: 23 similar vehicles

Berlin, NJ

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Berlin, NJ

Unscored
$13,494126,494 mi

Comparison: 25 similar vehicles

Berlin, NJ

2020 Ford Fusion Titanium

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

2020 Ford Fusion Titanium

Berlin, NJ

UnscoredInsufficient · 4
$13,59499,206 mi

Comparison: 4 similar vehicles

Berlin, NJ

2022 Ford Edge SEL

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

2022 Ford Edge SEL

Berlin, NJ

Fair PriceModerate · 38
$13,600116,241 mi

Market: $12,500 – $20,489

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 239 days listed (based on current market benchmarks)

Berlin, NJ

2013 Ford Explorer XLT

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

2013 Ford Explorer XLT

Berlin, NJ

OverpricedModerate · 20
$13,850122,056 mi

Market: $2,300 – $11,999

Comparison: 20 similar vehicles

Priced ~15% above the typical market range for similar vehicles (based on current market benchmarks)

Berlin, NJ

2016 Ford F-150 Platinum

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

2016 Ford F-150 Platinum

Berlin, NJ

UnscoredInsufficient · 3
$13,991250,395 mi

Comparison: 3 similar vehicles

Berlin, NJ

2021 Ford Escape SE

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

2021 Ford Escape SE

Berlin, NJ

Fair PriceLimited · 10
$13,99598,503 mi

Market: $10,995 – $16,990

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 185 days listed (based on current market benchmarks)

Berlin, NJ

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Berlin, NJ

Fair PriceModerate · 25
$14,394111,349 mi

Market: $11,499 – $22,600

Comparison: 25 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Berlin, NJ

2021 Ford Explorer Base

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

2021 Ford Explorer Base

Berlin, NJ

UnscoredInsufficient · 3
$14,609106,525 mi

Comparison: 3 similar vehicles

Berlin, NJ

2017 Ford F-150 XL

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

2017 Ford F-150 XL

Berlin, NJ

Unscored
$14,981137,936 mi

Comparison: 16 similar vehicles

Berlin, NJ

2017 Ford Mustang V6

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

2017 Ford Mustang V6

Berlin, NJ

Fair PriceLimited · 16
$14,99575,659 mi

Market: $10,100 – $19,990

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Berlin, NJ

2016 Ford F-150 XL

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

2016 Ford F-150 XL

Berlin, NJ

Unscored
$15,393113,871 mi

Comparison: 8 similar vehicles

Berlin, NJ

2010 Ford Mustang GT Premium

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

2010 Ford Mustang GT Premium

Berlin, NJ

Unscored
$15,991102,827 mi

Comparison: 8 similar vehicles

Berlin, NJ

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Berlin, NJ

Unscored
$15,995149,696 mi

Comparison: 19 similar vehicles

Berlin, NJ

2023 Ford Edge SE

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

2023 Ford Edge SE

Berlin, NJ

Fair PriceLimited · 12
$16,39374,268 mi

Market: $10,995 – $19,686

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 148 days listed (based on current market benchmarks)

Berlin, NJ

2015 Ford F-250 Super Duty XL

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

2015 Ford F-250 Super Duty XL

Berlin, NJ

Unscored
$16,491119,319 mi

Comparison: 5 similar vehicles

Berlin, NJ

2019 Ford Mustang EcoBoost

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

2019 Ford Mustang EcoBoost

Berlin, NJ

Fair PriceModerate · 20
$17,99572,065 mi

Market: $12,696 – $20,950

Comparison: 20 similar vehicles

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

Berlin, NJ

2018 Ford Transit Van Base

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

2018 Ford Transit Van Base

Berlin, NJ

Unscored
$17,995128,355 mi

Comparison: 25 similar vehicles

Berlin, NJ

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Berlin, NJ

Unscored
$17,995136,435 mi

Comparison: 16 similar vehicles

Berlin, NJ

2018 Ford Expedition Platinum

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

2018 Ford Expedition Platinum

Berlin, NJ

Fair PriceModerate · 25
$20,393107,529 mi

Market: $15,674 – $39,900

Comparison: 25 similar vehicles

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

Berlin, NJ

2022 Ford Escape SE

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

2022 Ford Escape SE

Berlin, NJ

Fair PriceModerate · 21
$20,85046,772 mi

Market: $17,494 – $23,475

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 314 days listed (based on current market benchmarks)

Berlin, NJ

2020 Ford Expedition XLT

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

2020 Ford Expedition XLT

Berlin, NJ

Unscored
$24,99571,750 mi

Comparison: 8 similar vehicles

Berlin, NJ

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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