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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 29, 2026

6M+

Unique vehicles analyzed

as of October 29, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

287 listings found

2012 Ford Fiesta SE

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

2012 Ford Fiesta SE

Bronx, NY

Unscored
$4,456115,000 mi

Comparison: 8 similar vehicles

Bronx, NY

2014 Ford Taurus SEL

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

2014 Ford Taurus SEL

Bronx, NY

UnscoredInsufficient · 3
$5,995141,451 mi

Comparison: 3 similar vehicles

Bronx, NY

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Bronx, NY

Salvage title
$6,995102,813 mi

Bronx, NY

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Bronx, NY

Unscored
$7,495155,648 mi

Comparison: 6 similar vehicles

Bronx, NY

2016 Ford Transit Connect XL

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

2016 Ford Transit Connect XL

Bronx, NY

Unscored
$7,500160,234 mi

Comparison: 11 similar vehicles

Bronx, NY

2013 Ford F-150 XLT

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

2013 Ford F-150 XLT

Bronx, NY

Unscored
$7,900180,000 mi

Comparison: 14 similar vehicles

Bronx, NY

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Bronx, NY

Unscored
$7,995123,151 mi

Comparison: 11 similar vehicles

Bronx, NY

2014 Ford E-Series Econoline Wagon XL

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

2014 Ford E-Series Econoline Wagon XL

Bronx, NY

UnscoredInsufficient · 3
$8,000124,945 mi

Comparison: 3 similar vehicles

Bronx, NY

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Bronx, NY

Unscored
$8,300158,948 mi

Comparison: 44 similar vehicles

Bronx, NY

2014 Ford Focus SE

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

2014 Ford Focus SE

Bronx, NY

OverpricedModerate · 24
$8,49964,374 mi

Market: $2,500 – $7,500

Comparison: 24 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Bronx, NY

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Bronx, NY

Fair PriceLimited · 16
$8,500108,098 mi

Market: $6,699 – $17,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 371 days listed (based on current market benchmarks)

Bronx, NY

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Bronx, NY

Unscored
$8,700120,932 mi

Comparison: 31 similar vehicles

Bronx, NY

2012 Ford Mustang V6 Premium

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

2012 Ford Mustang V6 Premium

Bronx, NY

Unscored
$8,900112,605 mi

Comparison: 5 similar vehicles

Bronx, NY

2016 Ford Escape SE

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

2016 Ford Escape SE

Bronx, NY

Fair PriceModerate · 35
$8,97584,828 mi

Market: $2,879 – $17,995

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 130 days listed (based on current market benchmarks)

Bronx, NY

2017 Ford Escape SE

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

2017 Ford Escape SE

Bronx, NY

Fair PriceRobust · 56
$8,99589,222 mi

Market: $3,950 – $20,699

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Bronx, NY

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Bronx, NY

Unscored
$8,995125,617 mi

Comparison: 44 similar vehicles

Bronx, NY

2015 Ford Fusion Titanium

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

2015 Ford Fusion Titanium

Bronx, NY

UnscoredInsufficient · 4
$8,995132,625 mi

Comparison: 4 similar vehicles

Bronx, NY

2010 Ford Escape XLT

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

2010 Ford Escape XLT

Bronx, NY

Unscored
$9,99065,241 mi

Comparison: 7 similar vehicles

Bronx, NY

2004 Ford Expedition XLT

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

2004 Ford Expedition XLT

Bronx, NY

UnscoredInsufficient · 0
$9,99047,834 mi

Bronx, NY

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Bronx, NY

Unscored
$9,995122,567 mi

Comparison: 27 similar vehicles

Bronx, NY

2014 Ford C-Max Energi SEL

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

2014 Ford C-Max Energi SEL

Bronx, NY

UnscoredInsufficient · 4
$9,99562,181 mi

Comparison: 4 similar vehicles

Bronx, NY

2012 Ford Explorer XLT

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

2012 Ford Explorer XLT

Bronx, NY

Unscored
$9,999106,998 mi

Comparison: 7 similar vehicles

Bronx, NY

2019 Ford Edge SEL

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

2019 Ford Edge SEL

Bronx, NY

Fair PriceModerate · 24
$10,995102,636 mi

Market: $8,495 – $16,900

Comparison: 24 similar vehicles

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

Bronx, NY

2017 Ford Explorer Platinum

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

2017 Ford Explorer Platinum

Bronx, NY

Unscored
$11,495134,716 mi

Comparison: 7 similar vehicles

Bronx, NY

2019 Ford Transit Chassis Cab Base

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

2019 Ford Transit Chassis Cab Base

Bronx, NY

Unscored
$11,800196,259 mi

Comparison: 12 similar vehicles

Bronx, NY

2017 Ford Explorer Sport

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

2017 Ford Explorer Sport

Bronx, NY

Unscored
$11,995141,764 mi

Comparison: 6 similar vehicles

Bronx, NY

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Bronx, NY

Fair PriceModerate · 27
$12,30088,528 mi

Market: $2,500 – $14,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1148 days listed (based on current market benchmarks)

Bronx, NY

2015 Ford Transit Base

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

2015 Ford Transit Base

Bronx, NY

Fair PriceRobust · 52
$12,500107,690 mi

Market: $8,300 – $37,995

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Bronx, NY

2016 Ford Focus SE

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

2016 Ford Focus SE

Bronx, NY

UnscoredInsufficient · 0
$12,70021,709 mi

Bronx, NY

2017 Ford Escape SE

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

2017 Ford Escape SE

Bronx, NY

Fair PriceRobust · 60
$12,99098,642 mi

Market: $3,950 – $20,699

Comparison: 60 similar vehicles

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

Bronx, NY

2018 Ford Explorer XLT

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

2018 Ford Explorer XLT

Bronx, NY

Unscored
$12,995141,924 mi

Comparison: 69 similar vehicles

Bronx, NY

2011 Ford F-150 XL

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

2011 Ford F-150 XL

Bronx, NY

UnscoredInsufficient · 4
$13,00078,833 mi

Comparison: 4 similar vehicles

Bronx, NY

2016 Ford Transit Base

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

2016 Ford Transit Base

Bronx, NY

Unscored
$13,500149,660 mi

Comparison: 41 similar vehicles

Bronx, NY

2015 Ford Transit Base

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

2015 Ford Transit Base

Bronx, NY

Fair PriceRobust · 52
$13,500102,668 mi

Market: $8,300 – $37,995

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 125 days listed (based on current market benchmarks)

Bronx, NY

2018 Ford Explorer Sport

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

2018 Ford Explorer Sport

Bronx, NY

Unscored
$13,995134,555 mi

Comparison: 15 similar vehicles

Bronx, NY

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Bronx, NY

Unscored
$13,995159,000 mi

Comparison: 11 similar vehicles

Bronx, NY

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Bronx, NY

Unscored
$14,299132,236 mi

Comparison: 44 similar vehicles

Bronx, NY

2015 Ford Transit Base

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

2015 Ford Transit Base

Bronx, NY

Fair PriceRobust · 52
$14,500108,380 mi

Market: $8,300 – $37,995

Comparison: 52 similar vehicles

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

Bronx, NY

2022 Ford Maverick XL

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

2022 Ford Maverick XL

Bronx, NY

Salvage title
$14,59981,000 mi

Bronx, NY

2016 Ford Explorer Limited

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

2016 Ford Explorer Limited

Bronx, NY

Unscored
$14,699144,000 mi

Comparison: 13 similar vehicles

Bronx, NY

2016 Ford Transit Base

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

2016 Ford Transit Base

Bronx, NY

Unscored
$14,700120,565 mi

Comparison: 41 similar vehicles

Bronx, NY

2022 Ford Transit Connect XL

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

2022 Ford Transit Connect XL

Bronx, NY

Unscored
$14,900128,936 mi

Comparison: 17 similar vehicles

Bronx, NY

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Bronx, NY

Unscored
$14,900159,120 mi

Comparison: 40 similar vehicles

Bronx, NY

2018 Ford Escape Titanium

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

2018 Ford Escape Titanium

Bronx, NY

OverpricedLimited · 11
$14,99086,167 mi

Market: $7,400 – $14,900

Comparison: 11 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Bronx, NY

2016 Ford C-Max Energi SEL

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

2016 Ford C-Max Energi SEL

Bronx, NY

UnscoredInsufficient · 0
$15,00054,351 mi

Bronx, NY

2020 Ford Edge Titanium

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

2020 Ford Edge Titanium

Bronx, NY

Fair PriceLimited · 16
$15,495102,915 mi

Market: $10,525 – $20,684

Comparison: 16 similar vehicles

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

Bronx, NY

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Bronx, NY

Fair PriceRobust · 104
$15,700113,279 mi

Market: $11,850 – $33,900

Comparison: 104 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Bronx, NY

2020 Ford Transit Van Base

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

2020 Ford Transit Van Base

Bronx, NY

Fair PriceRobust · 104
$16,50091,561 mi

Market: $11,850 – $33,900

Comparison: 104 similar vehicles

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

Bronx, NY

2016 Ford Transit Base

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

2016 Ford Transit Base

Bronx, NY

Fair PriceModerate · 41
$17,000119,819 mi

Market: $8,495 – $28,995

Comparison: 41 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Bronx, NY

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

Bronx, NY

Unscored
$17,499177,852 mi

Comparison: 31 similar vehicles

Bronx, NY

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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