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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 21, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

2,000 listings found

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Keokuk, IA

UnscoredLimited · 15
$3,000181,780 mi

Comparison: 15 similar vehicles

Keokuk, IA

2008 Mercury Mountaineer Premier

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

2008 Mercury Mountaineer Premier

Keokuk, IA

UnscoredInsufficient · 0
$3,000187,266 mi

Keokuk, IA

2006 Jeep Liberty Sport

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

2006 Jeep Liberty Sport

Keokuk, IA

UnscoredModerate · 20
$3,000149,809 mi

Comparison: 20 similar vehicles

Keokuk, IA

2014 Chevrolet Equinox 1LT

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

2014 Chevrolet Equinox 1LT

Keokuk, IA

UnscoredModerate · 46
$3,700156,676 mi

Comparison: 46 similar vehicles

Keokuk, IA

2011 Ford Flex SEL

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

2011 Ford Flex SEL

Keokuk, IA

UnscoredInsufficient · 0
$3,800200,351 mi

Keokuk, IA

2013 GMC Terrain SLT-2

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

2013 GMC Terrain SLT-2

Macon, MO

UnscoredLimited · 6
$3,900223,574 mi

Comparison: 6 similar vehicles

Macon, MO

2011 Chevrolet Traverse LS

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

2011 Chevrolet Traverse LS

Palmyra, MO

UnscoredLimited · 5
$3,995203,649 mi

Comparison: 5 similar vehicles

Palmyra, MO

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Keokuk, IA

UnscoredModerate · 32
$4,500205,254 mi

Comparison: 32 similar vehicles

Keokuk, IA

2004 GMC Envoy SLE

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

2004 GMC Envoy SLE

Quincy, IL

UnscoredInsufficient · 0
$4,812145,779 mi

Quincy, IL

2010 Hyundai Santa Fe GLS

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

2010 Hyundai Santa Fe GLS

Bloomfield, IA

UnscoredInsufficient · 0
$4,995217,508 mi

Bloomfield, IA

2009 Ford Escape XLT

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

2009 Ford Escape XLT

Macon, MO

UnscoredLimited · 10
$4,995188,403 mi

Comparison: 10 similar vehicles

Macon, MO

1999 Ford Expedition XLT

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

1999 Ford Expedition XLT

Keokuk, IA

UnscoredInsufficient · 0
$4,995155,000 mi

Keokuk, IA

2016 Chevrolet Equinox LT

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

2016 Chevrolet Equinox LT

Quincy, IL

UnscoredRobust · 88
$5,500155,429 mi

Comparison: 88 similar vehicles

Quincy, IL

2013 Chevrolet Equinox 2LT

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

2013 Chevrolet Equinox 2LT

Quincy, IL

UnscoredModerate · 20
$5,702177,486 mi

Comparison: 20 similar vehicles

Quincy, IL

2015 Nissan JUKE S

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

2015 Nissan JUKE S

Quincy, IL

UnscoredInsufficient · 0
$5,900143,848 mi

Quincy, IL

2012 Jeep Grand Cherokee Laredo

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

2012 Jeep Grand Cherokee Laredo

Quincy, IL

UnscoredModerate · 21
$5,990170,685 mi

Comparison: 21 similar vehicles

Quincy, IL

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Kirksville, MO

UnscoredModerate · 22
$6,450144,600 mi

Comparison: 22 similar vehicles

Kirksville, MO

2011 Ford Edge Limited

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

2011 Ford Edge Limited

Macon, MO

UnscoredLimited · 6
$6,495184,402 mi

Comparison: 6 similar vehicles

Macon, MO

2011 Jeep Grand Cherokee Overland

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

2011 Jeep Grand Cherokee Overland

Quincy, IL

UnscoredLimited · 10
$6,500130,524 mi

Comparison: 10 similar vehicles

Quincy, IL

2011 Kia Sorento LX

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

2011 Kia Sorento LX

Bloomfield, IA

OverpricedLimited · 15
$6,650142,802 mi

Market: $4,095 – $5,700

Comparison: 15 similar vehicles

Priced ~17% above the typical market range for similar vehicles (based on current market benchmarks)

Bloomfield, IA

2016 Chevrolet Trax LT

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

2016 Chevrolet Trax LT

Bloomfield, IA

UnscoredModerate · 26
$6,795124,375 mi

Comparison: 26 similar vehicles

Bloomfield, IA

2008 Toyota RAV4 Base

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

2008 Toyota RAV4 Base

Bloomfield, IA

UnscoredLimited · 6
$6,800190,595 mi

Comparison: 6 similar vehicles

Bloomfield, IA

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Kirksville, MO

UnscoredModerate · 36
$6,950159,077 mi

Comparison: 36 similar vehicles

Kirksville, MO

2013 Chevrolet Equinox 1LT

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

2013 Chevrolet Equinox 1LT

Quincy, IL

UnscoredRobust · 54
$6,980125,210 mi

Comparison: 54 similar vehicles

Quincy, IL

2017 GMC Acadia Limited Base

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

2017 GMC Acadia Limited Base

Quincy, IL

UnscoredModerate · 43
$6,995185,132 mi

Comparison: 43 similar vehicles

Quincy, IL

2014 Ford Escape S

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

2014 Ford Escape S

Palmyra, MO

UnscoredLimited · 14
$6,995150,600 mi

Comparison: 14 similar vehicles

Palmyra, MO

2018 Ford Escape SE

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

2018 Ford Escape SE

Quincy, IL

UnscoredInsufficient · 3
$7,494163,569 mi

Comparison: 3 similar vehicles

Quincy, IL

2017 Hyundai Tucson SE

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

2017 Hyundai Tucson SE

Macon, MO

UnscoredModerate · 45
$7,500149,395 mi

Comparison: 45 similar vehicles

Macon, MO

2008 Chevrolet Suburban LT

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

2008 Chevrolet Suburban LT

Anabel, MO

UnscoredInsufficient · 0
$7,500188,841 mi

Anabel, MO

2013 Honda Pilot Touring

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

2013 Honda Pilot Touring

Kirksville, MO

UnscoredInsufficient · 0
$7,650203,491 mi

Kirksville, MO

2015 Ford Escape SE

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

2015 Ford Escape SE

Quincy, IL

UnscoredLimited · 5
$7,680148,265 mi

Comparison: 5 similar vehicles

Quincy, IL

2008 Toyota RAV4 Limited

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

2008 Toyota RAV4 Limited

Bloomfield, IA

UnscoredLimited · 11
$7,800163,239 mi

Comparison: 11 similar vehicles

Bloomfield, IA

2016 GMC Acadia SLE-2

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

2016 GMC Acadia SLE-2

Macon, MO

Fair PriceLimited · 11
$7,900107,000 mi

Market: $6,561 – $13,699

Comparison: 11 similar vehicles

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

Macon, MO

2013 Honda CR-V LX

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

2013 Honda CR-V LX

Quincy, IL

UnscoredModerate · 33
$7,907177,400 mi

Comparison: 33 similar vehicles

Quincy, IL

2015 Chevrolet Trax LT

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

2015 Chevrolet Trax LT

Kirksville, MO

Fair PriceModerate · 38
$7,950109,200 mi

Market: $4,795 – $15,995

Comparison: 38 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Kirksville, MO

2017 Ford Escape SE

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

2017 Ford Escape SE

Macon, MO

UnscoredRobust · 197
$7,995146,600 mi

Comparison: 197 similar vehicles

Macon, MO

2009 Nissan Murano S

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

2009 Nissan Murano S

Macon, MO

UnscoredLimited · 7
$7,99592,757 mi

Comparison: 7 similar vehicles

Macon, MO

2006 Jeep Wrangler X

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

2006 Jeep Wrangler X

Edina, MO

UnscoredLimited · 8
$7,995131,000 mi

Comparison: 8 similar vehicles

Edina, MO

2013 Toyota RAV4 LE

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

2013 Toyota RAV4 LE

Quincy, IL

UnscoredInsufficient · 4
$8,403192,030 mi

Comparison: 4 similar vehicles

Quincy, IL

2013 Ford Explorer Base

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

2013 Ford Explorer Base

Palmyra, MO

UnscoredLimited · 16
$8,450235,250 mi

Comparison: 16 similar vehicles

Palmyra, MO

2010 Jeep Wrangler Sport

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

2010 Jeep Wrangler Sport

Quincy, IL

UnscoredLimited · 5
$8,500211,108 mi

Comparison: 5 similar vehicles

Quincy, IL

2016 Jeep Cherokee Limited

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

2016 Jeep Cherokee Limited

Quincy, IL

UnscoredModerate · 34
$8,887149,074 mi

Comparison: 34 similar vehicles

Quincy, IL

2017 Chevrolet Equinox LT

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

2017 Chevrolet Equinox LT

Quincy, IL

UnscoredRobust · 110
$8,900152,342 mi

Comparison: 110 similar vehicles

Quincy, IL

2014 Nissan Pathfinder S

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

2014 Nissan Pathfinder S

Quincy, IL

UnscoredInsufficient · 4
$8,900142,741 mi

Comparison: 4 similar vehicles

Quincy, IL

2008 Jeep Wrangler X

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

2008 Jeep Wrangler X

Anabel, MO

UnscoredInsufficient · 3
$8,950121,000 mi

Comparison: 3 similar vehicles

Anabel, MO

2014 Chevrolet Captiva Sport LT

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

2014 Chevrolet Captiva Sport LT

Keokuk, IA

Fair PriceModerate · 26
$8,990119,444 mi

Market: $3,948 – $15,584

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Keokuk, IA

2018 GMC Acadia SLE-1

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

2018 GMC Acadia SLE-1

Quincy, IL

UnscoredLimited · 5
$8,995131,283 mi

Comparison: 5 similar vehicles

Quincy, IL

2016 Kia Sportage LX

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

2016 Kia Sportage LX

Macon, MO

Fair PriceModerate · 20
$8,995109,150 mi

Market: $5,999 – $14,495

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 209 days listed (based on current market benchmarks)

Macon, MO

2004 Jeep Liberty Renegade

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

2004 Jeep Liberty Renegade

Macon, MO

UnscoredInsufficient · 0
$8,99583,359 mi

Macon, MO

2008 Ford Escape XLT

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

2008 Ford Escape XLT

Bloomfield, IA

OverpricedModerate · 23
$9,495124,596 mi

Market: $3,650 – $7,995

Comparison: 23 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Bloomfield, IA

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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