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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 28, 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

515 listings found

2010 Ford Fusion Hybrid

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

2010 Ford Fusion Hybrid

Waco, TX

UnscoredInsufficient · 0
$3,500214,427 mi

Waco, TX

2009 Ford F-150 XLT

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

2009 Ford F-150 XLT

Waco, TX

Unscored
$4,995234,564 mi

Comparison: 28 similar vehicles

Waco, TX

2007 Ford F-150 XL

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

2007 Ford F-150 XL

Waco, TX

Fair PriceLimited · 16
$4,995114,523 mi

Market: $4,250 – $22,995

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Waco, TX

2006 Ford Econoline

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

2006 Ford Econoline

Waco, TX

UnscoredInsufficient · 0
$4,995136,879 mi

Waco, TX

2001 Ford Econoline Van Commercial

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

2001 Ford Econoline Van Commercial

Waco, TX

UnscoredInsufficient · 0
$4,995213,422 mi

Waco, TX

2001 Ford Crown Victoria Base

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

2001 Ford Crown Victoria Base

Waco, TX

UnscoredInsufficient · 0
$4,995Mileage not verified

Waco, TX

2013 Ford Fusion SE

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

2013 Ford Fusion SE

Waco, TX

Unscored
$5,995197,622 mi

Comparison: 44 similar vehicles

Waco, TX

2009 Ford Expedition Eddie Bauer

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

2009 Ford Expedition Eddie Bauer

Waco, TX

UnscoredInsufficient · 3
$6,500162,890 mi

Comparison: 3 similar vehicles

Waco, TX

2008 Ford F-150 STX

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

2008 Ford F-150 STX

Waco, TX

Unscored
$6,950122,716 mi

Comparison: 6 similar vehicles

Waco, TX

2014 Ford Edge SEL

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

2014 Ford Edge SEL

Waco, TX

Unscored
$6,995141,574 mi

Comparison: 37 similar vehicles

Waco, TX

2011 Ford Taurus SHO

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

2011 Ford Taurus SHO

Waco, TX

UnscoredInsufficient · 0
$6,995145,302 mi

Waco, TX

2002 Ford F-150 XL

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

2002 Ford F-150 XL

Waco, TX

Unscored
$6,995177,155 mi

Comparison: 11 similar vehicles

Waco, TX

2017 Ford Fusion S

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

2017 Ford Fusion S

Waco, TX

Unscored
$8,99592,932 mi

Comparison: 9 similar vehicles

Waco, TX

2013 Ford Focus SE

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

2013 Ford Focus SE

Waco, TX

Unscored
$8,995142,112 mi

Comparison: 52 similar vehicles

Waco, TX

2013 Ford Focus ST

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

2013 Ford Focus ST

Waco, TX

UnscoredInsufficient · 0
$8,995139,609 mi

Waco, TX

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Waco, TX

Unscored
$8,995156,706 mi

Comparison: 64 similar vehicles

Waco, TX

2017 Ford Fiesta SE

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

2017 Ford Fiesta SE

Waco, TX

UnscoredInsufficient · 0
$9,00059,164 mi

Waco, TX

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Waco, TX

Unscored
$9,495129,811 mi

Comparison: 46 similar vehicles

Waco, TX

2014 Ford Expedition King Ranch

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

2014 Ford Expedition King Ranch

Waco, TX

Unscored
$9,500189,715 mi

Comparison: 14 similar vehicles

Waco, TX

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Waco, TX

Unscored
$9,995207,842 mi

Comparison: 6 similar vehicles

Waco, TX

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Waco, TX

Unscored
$9,995149,417 mi

Comparison: 38 similar vehicles

Waco, TX

2013 Ford Focus Titanium

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

2013 Ford Focus Titanium

Waco, TX

UnscoredInsufficient · 4
$9,995127,929 mi

Comparison: 4 similar vehicles

Waco, TX

2011 Ford Edge SE

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

2011 Ford Edge SE

Waco, TX

Unscored
$9,995168,010 mi

Comparison: 5 similar vehicles

Waco, TX

2017 Ford Fusion SE

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

2017 Ford Fusion SE

Waco, TX

Unscored
$10,900123,470 mi

Comparison: 118 similar vehicles

Waco, TX

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

Waco, TX

Unscored
$10,900196,453 mi

Comparison: 5 similar vehicles

Waco, TX

2014 Ford Taurus SE

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

2014 Ford Taurus SE

Waco, TX

UnscoredInsufficient · 0
$10,99585,891 mi

Waco, TX

2013 Ford Fusion S

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

2013 Ford Fusion S

Waco, TX

UnscoredInsufficient · 3
$10,995225,343 mi

Comparison: 3 similar vehicles

Waco, TX

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Waco, TX

Unscored
$10,995190,556 mi

Comparison: 46 similar vehicles

Waco, TX

2003 Ford Excursion Eddie Bauer

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

2003 Ford Excursion Eddie Bauer

Waco, TX

UnscoredInsufficient · 4
$10,995177,320 mi

Comparison: 4 similar vehicles

Waco, TX

1997 Ford F-150 XLT

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

1997 Ford F-150 XLT

Waco, TX

UnscoredInsufficient · 0
$10,999162,220 mi

Waco, TX

2014 Ford Fusion SE

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

2014 Ford Fusion SE

Waco, TX

Unscored
$11,995160,054 mi

Comparison: 73 similar vehicles

Waco, TX

2014 Ford Fusion Titanium

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

2014 Ford Fusion Titanium

Waco, TX

Unscored
$11,995178,973 mi

Comparison: 6 similar vehicles

Waco, TX

2019 Ford Escape SE

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

2019 Ford Escape SE

Waco, TX

Fair PriceRobust · 96
$12,85679,399 mi

Market: $5,900 – $24,145

Comparison: 96 similar vehicles

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

Waco, TX

2017 Ford Taurus SEL

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

2017 Ford Taurus SEL

Waco, TX

Unscored
$12,995268,428 mi

Comparison: 12 similar vehicles

Waco, TX

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Waco, TX

UnscoredInsufficient · 4
$13,120108,211 mi

Comparison: 4 similar vehicles

Waco, TX

2017 Ford Edge SEL

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

2017 Ford Edge SEL

Waco, TX

Fair PriceRobust · 65
$13,223119,376 mi

Market: $5,995 – $16,990

Comparison: 65 similar vehicles

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

Waco, TX

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Waco, TX

Unscored
$13,900146,686 mi

Comparison: 172 similar vehicles

Waco, TX

2015 Ford F-150 Lariat

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

2015 Ford F-150 Lariat

Waco, TX

Unscored
$13,900194,000 mi

Comparison: 97 similar vehicles

Waco, TX

2010 Ford F-150 XL

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

2010 Ford F-150 XL

Waco, TX

UnscoredInsufficient · 4
$13,900128,660 mi

Comparison: 4 similar vehicles

Waco, TX

2022 Ford F-150 Lariat

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

2022 Ford F-150 Lariat

Waco, TX

Unscored
$13,950244,120 mi

Comparison: 256 similar vehicles

Waco, TX

2017 Ford F-350 Super Duty Chassis Cab XLT

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

2017 Ford F-350 Super Duty Chassis Cab XLT

Waco, TX

UnscoredInsufficient · 0
$13,950277,435 mi

Waco, TX

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Waco, TX

Fair PriceModerate · 23
$13,99557,873 mi

Market: $10,925 – $17,590

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1082 days listed (based on current market benchmarks)

Waco, TX

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Waco, TX

Unscored
$13,995146,521 mi

Comparison: 18 similar vehicles

Waco, TX

2019 Ford Explorer Sport

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

2019 Ford Explorer Sport

Waco, TX

Unscored
$14,900153,429 mi

Comparison: 13 similar vehicles

Waco, TX

2018 Ford Escape SEL

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

2018 Ford Escape SEL

Waco, TX

Fair PriceModerate · 24
$14,995109,976 mi

Market: $7,900 – $17,095

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Waco, TX

2018 Ford F-150 XL

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

2018 Ford F-150 XL

Waco, TX

Unscored
$14,995118,131 mi

Comparison: 6 similar vehicles

Waco, TX

2010 Ford Taurus SEL

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

2010 Ford Taurus SEL

Waco, TX

UnscoredInsufficient · 4
$14,99568,451 mi

Comparison: 4 similar vehicles

Waco, TX

2019 Ford Escape SEL

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

2019 Ford Escape SEL

Waco, TX

Fair PriceModerate · 45
$15,000Mileage not verified

Market: $7,716 – $17,145

Comparison: 45 similar vehicles

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

Waco, TX

2018 Ford F-150 XLT

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

2018 Ford F-150 XLT

Waco, TX

Unscored
$15,500163,000 mi

Comparison: 6 similar vehicles

Waco, TX

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Waco, TX

Unscored
$15,500124,728 mi

Comparison: 86 similar vehicles

Waco, TX

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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