Skip to main content
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

110 listings found

2013 Ford C-Max Energi SEL

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

2013 Ford C-Max Energi SEL

Lakewood, WA

UnscoredLimited · 9
$2,900208,130 mi

Comparison: 9 similar vehicles

Lakewood, WA

2011 Ford Edge SEL

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

2011 Ford Edge SEL

Lakewood, WA

UnscoredInsufficient · 0
$2,900217,512 mi

Lakewood, WA

2005 Ford Focus ZX5 S

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

2005 Ford Focus ZX5 S

Lakewood, WA

UnscoredInsufficient · 0
$3,125194,754 mi

Lakewood, WA

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Lakewood, WA

UnscoredLimited · 5
$3,400154,100 mi

Comparison: 5 similar vehicles

Lakewood, WA

2010 Ford Focus SES

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

2010 Ford Focus SES

Lakewood, WA

UnscoredInsufficient · 4
$3,475252,485 mi

Comparison: 4 similar vehicles

Lakewood, WA

2011 Ford Fusion SEL

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

2011 Ford Fusion SEL

Lakewood, WA

UnscoredInsufficient · 0
$3,500204,979 mi

Lakewood, WA

2002 Ford Windstar LX

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

2002 Ford Windstar LX

Lakewood, WA

UnscoredInsufficient · 0
$3,995159,509 mi

Lakewood, WA

2000 Ford Mustang Base

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

2000 Ford Mustang Base

Lakewood, WA

Salvage title
$3,999158,808 mi

Lakewood, WA

2007 Ford Fusion SE

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

2007 Ford Fusion SE

Lakewood, WA

UnscoredInsufficient · 3
$4,360163,910 mi

Comparison: 3 similar vehicles

Lakewood, WA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Lakewood, WA

UnscoredLimited · 8
$4,600172,934 mi

Comparison: 8 similar vehicles

Lakewood, WA

2007 Ford Edge SEL

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

2007 Ford Edge SEL

Lakewood, WA

UnscoredInsufficient · 3
$4,650196,246 mi

Comparison: 3 similar vehicles

Lakewood, WA

2007 Ford Taurus SE

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

2007 Ford Taurus SE

Lakewood, WA

UnscoredInsufficient · 0
$4,655133,739 mi

Lakewood, WA

2011 Ford Focus SE

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

2011 Ford Focus SE

Lakewood, WA

UnscoredInsufficient · 4
$4,750132,158 mi

Comparison: 4 similar vehicles

Lakewood, WA

2009 Ford Focus S

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

2009 Ford Focus S

Lakewood, WA

UnscoredInsufficient · 0
$4,750125,791 mi

Lakewood, WA

2014 Ford Escape SE

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

2014 Ford Escape SE

Lakewood, WA

UnscoredLimited · 15
$5,199145,000 mi

Comparison: 15 similar vehicles

Lakewood, WA

2010 Ford Escape Limited

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

2010 Ford Escape Limited

Lakewood, WA

UnscoredInsufficient · 3
$5,275130,042 mi

Comparison: 3 similar vehicles

Lakewood, WA

1998 Ford F-150 XLT

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

1998 Ford F-150 XLT

Lakewood, WA

UnscoredInsufficient · 0
$5,450216,653 mi

Lakewood, WA

2009 Ford Taurus SEL

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

2009 Ford Taurus SEL

Lakewood, WA

UnscoredInsufficient · 0
$5,49996,360 mi

Lakewood, WA

2010 Ford Explorer Sport Trac XLT

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

2010 Ford Explorer Sport Trac XLT

Lakewood, WA

UnscoredInsufficient · 0
$5,599202,387 mi

Lakewood, WA

2005 Ford Explorer Sport Trac XLS

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

2005 Ford Explorer Sport Trac XLS

Lakewood, WA

Salvage title
$5,90077,404 mi

Lakewood, WA

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Lakewood, WA

UnscoredInsufficient · 0
$5,945240,328 mi

Lakewood, WA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Lakewood, WA

UnscoredInsufficient · 3
$6,400170,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2013 Ford Focus SE

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

2013 Ford Focus SE

Lakewood, WA

UnscoredLimited · 7
$6,499119,211 mi

Comparison: 7 similar vehicles

Lakewood, WA

2005 Ford F-150 XLT

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

2005 Ford F-150 XLT

Lakewood, WA

UnscoredInsufficient · 3
$6,900133,000 mi

Comparison: 3 similar vehicles

Lakewood, WA

2012 Ford F-150 XL

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

2012 Ford F-150 XL

Lakewood, WA

UnscoredInsufficient · 0
$6,999162,831 mi

Lakewood, WA

2003 Ford F-250 Super Duty XLT

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

2003 Ford F-250 Super Duty XLT

Lakewood, WA

UnscoredInsufficient · 4
$7,299169,930 mi

Comparison: 4 similar vehicles

Lakewood, WA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Lakewood, WA

UnscoredLimited · 9
$7,699141,648 mi

Comparison: 9 similar vehicles

Lakewood, WA

2017 Ford Escape Titanium

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

2017 Ford Escape Titanium

Lakewood, WA

UnscoredLimited · 8
$7,999105,945 mi

Comparison: 8 similar vehicles

Lakewood, WA

2016 Ford Explorer XLT

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

2016 Ford Explorer XLT

Lakewood, WA

UnscoredLimited · 12
$7,999168,072 mi

Comparison: 12 similar vehicles

Lakewood, WA

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredLimited · 13
$7,999221,428 mi

Comparison: 13 similar vehicles

Lakewood, WA

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredLimited · 13
$7,999169,982 mi

Comparison: 13 similar vehicles

Lakewood, WA

2017 Ford Explorer Base

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

2017 Ford Explorer Base

Lakewood, WA

UnscoredLimited · 5
$8,400172,344 mi

Comparison: 5 similar vehicles

Lakewood, WA

2013 Ford Fiesta SE

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

2013 Ford Fiesta SE

Lakewood, WA

OverpricedLimited · 12
$8,57580,216 mi

Market: $5,195 – $6,688

Comparison: 12 similar vehicles

Priced ~28% above the typical market range for similar vehicles (based on current market benchmarks)

Lakewood, WA

2019 Ford Fusion Hybrid SE

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

2019 Ford Fusion Hybrid SE

Lakewood, WA

UnscoredInsufficient · 3
$8,90096,029 mi

Comparison: 3 similar vehicles

Lakewood, WA

2015 Ford Fusion Energi SE Luxury

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

2015 Ford Fusion Energi SE Luxury

Lakewood, WA

Salvage title
$8,90086,040 mi

Lakewood, WA

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Lakewood, WA

UnscoredInsufficient · 4
$8,900135,852 mi

Comparison: 4 similar vehicles

Lakewood, WA

2011 Ford F-450 Super Duty Chassis Cab XL

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

2011 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredInsufficient · 4
$8,999234,019 mi

Comparison: 4 similar vehicles

Lakewood, WA

2011 Ford F-450 Super Duty Chassis Cab XL

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

2011 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredInsufficient · 4
$8,999242,006 mi

Comparison: 4 similar vehicles

Lakewood, WA

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredLimited · 13
$8,999205,324 mi

Comparison: 13 similar vehicles

Lakewood, WA

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredLimited · 13
$8,999213,948 mi

Comparison: 13 similar vehicles

Lakewood, WA

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Lakewood, WA

UnscoredInsufficient · 3
$9,199100,318 mi

Comparison: 3 similar vehicles

Lakewood, WA

2011 Ford F-150 Platinum

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

2011 Ford F-150 Platinum

Lakewood, WA

Salvage title
$9,500139,536 mi

Lakewood, WA

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

Lakewood, WA

UnscoredLimited · 5
$9,599193,415 mi

Comparison: 5 similar vehicles

Lakewood, WA

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

Lakewood, WA

UnscoredLimited · 17
$9,890171,297 mi

Comparison: 17 similar vehicles

Lakewood, WA

2015 Ford Expedition Limited

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

2015 Ford Expedition Limited

Lakewood, WA

Salvage title
$9,900131,355 mi

Lakewood, WA

2009 Ford Mustang GT Deluxe

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

2009 Ford Mustang GT Deluxe

Lakewood, WA

Salvage title
$9,900118,753 mi

Lakewood, WA

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Lakewood, WA

UnscoredLimited · 9
$9,999149,170 mi

Comparison: 9 similar vehicles

Lakewood, WA

2011 Ford F-450 Super Duty Chassis Cab XL

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

2011 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredInsufficient · 4
$9,999252,116 mi

Comparison: 4 similar vehicles

Lakewood, WA

2008 Ford F-450 Super Duty Chassis Cab XL

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

2008 Ford F-450 Super Duty Chassis Cab XL

Lakewood, WA

UnscoredLimited · 13
$9,999199,899 mi

Comparison: 13 similar vehicles

Lakewood, WA

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

Lakewood, WA

Fair PriceLimited · 13
$10,199117,770 mi

Market: $6,990 – $11,990

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Lakewood, WA

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.