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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 22, 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

1,058 listings found

2007 Dodge Ram 1500 Pickup SLT

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

2007 Dodge Ram 1500 Pickup SLT

Keokuk, IA

UnscoredInsufficient · 4
$2,500181,954 mi

Comparison: 4 similar vehicles

Keokuk, IA

2005 Ford F-150 Lariat

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

2005 Ford F-150 Lariat

Bloomfield, IA

UnscoredLimited · 5
$2,695242,835 mi

Comparison: 5 similar vehicles

Bloomfield, IA

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Keokuk, IA

UnscoredModerate · 20
$3,500216,586 mi

Comparison: 20 similar vehicles

Keokuk, IA

2003 Dodge Ram 1500 Pickup SLT

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

2003 Dodge Ram 1500 Pickup SLT

Keokuk, IA

UnscoredLimited · 5
$3,500133,367 mi

Comparison: 5 similar vehicles

Keokuk, IA

1999 Ford Ranger XLT

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

1999 Ford Ranger XLT

Palmyra, MO

UnscoredInsufficient · 0
$3,995210,723 mi

Palmyra, MO

2010 Chevrolet Silverado 1500 LT

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

2010 Chevrolet Silverado 1500 LT

Keokuk, IA

UnscoredModerate · 21
$4,000210,079 mi

Comparison: 21 similar vehicles

Keokuk, IA

2010 Ford F-150 XLT

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

2010 Ford F-150 XLT

Keokuk, IA

UnscoredModerate · 24
$4,200218,976 mi

Comparison: 24 similar vehicles

Keokuk, IA

2006 Ford Ranger XLT

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

2006 Ford Ranger XLT

Keokuk, IA

UnscoredInsufficient · 4
$4,800184,325 mi

Comparison: 4 similar vehicles

Keokuk, IA

2002 Chevrolet Avalanche Base

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

2002 Chevrolet Avalanche Base

Kirksville, MO

UnscoredLimited · 17
$6,950193,292 mi

Comparison: 17 similar vehicles

Kirksville, MO

2007 Dodge Ram 1500 Pickup TRX4 Off Road

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

2007 Dodge Ram 1500 Pickup TRX4 Off Road

Quincy, IL

UnscoredInsufficient · 0
$7,426194,298 mi

Quincy, IL

2009 Ford F-350 Super Duty XLT

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

2009 Ford F-350 Super Duty XLT

Kirksville, MO

UnscoredInsufficient · 0
$7,950236,700 mi

Kirksville, MO

2010 RAM 1500 Pickup SLT

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

2010 RAM 1500 Pickup SLT

Kirksville, MO

UnscoredLimited · 12
$8,950149,813 mi

Comparison: 12 similar vehicles

Kirksville, MO

2010 Ford F-150 Lariat

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

2010 Ford F-150 Lariat

Kirksville, MO

OverpricedLimited · 11
$8,950195,820 mi

Market: $5,900 – $8,775

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Kirksville, MO

2011 Chevrolet Silverado 1500 LT

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

2011 Chevrolet Silverado 1500 LT

Quincy, IL

UnscoredModerate · 39
$9,103159,087 mi

Comparison: 39 similar vehicles

Quincy, IL

2013 RAM 1500 Pickup Big Horn/Lone Star

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

2013 RAM 1500 Pickup Big Horn/Lone Star

Macon, MO

UnscoredLimited · 6
$9,995212,182 mi

Comparison: 6 similar vehicles

Macon, MO

2011 Ford F-150 King Ranch

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

2011 Ford F-150 King Ranch

Macon, MO

UnscoredInsufficient · 0
$9,995227,247 mi

Macon, MO

2015 RAM 1500 Pickup Express

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

2015 RAM 1500 Pickup Express

Quincy, IL

UnscoredModerate · 38
$10,784194,692 mi

Comparison: 38 similar vehicles

Quincy, IL

2003 Ford F-150 XLT

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

2003 Ford F-150 XLT

Palmyra, MO

UnscoredLimited · 7
$10,850201,757 mi

Comparison: 7 similar vehicles

Palmyra, MO

2007 Chevrolet Silverado 2500HD 1LT

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

2007 Chevrolet Silverado 2500HD 1LT

Kirksville, MO

UnscoredInsufficient · 3
$10,950182,385 mi

Comparison: 3 similar vehicles

Kirksville, MO

2007 Honda Ridgeline RTL

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

2007 Honda Ridgeline RTL

Palmyra, MO

UnscoredInsufficient · 4
$10,950222,001 mi

Comparison: 4 similar vehicles

Palmyra, MO

2013 RAM 1500 Pickup Big Horn/Lone Star

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

2013 RAM 1500 Pickup Big Horn/Lone Star

Quincy, IL

UnscoredLimited · 6
$10,990166,717 mi

Comparison: 6 similar vehicles

Quincy, IL

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

Quincy, IL

UnscoredLimited · 8
$10,990141,375 mi

Comparison: 8 similar vehicles

Quincy, IL

2013 RAM 1500 Pickup Express

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

2013 RAM 1500 Pickup Express

Macon, MO

UnscoredModerate · 23
$10,995148,116 mi

Comparison: 23 similar vehicles

Macon, MO

2004 Dodge Ram 2500 Pickup ST

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

2004 Dodge Ram 2500 Pickup ST

Palmyra, MO

UnscoredLimited · 5
$10,995317,618 mi

Comparison: 5 similar vehicles

Palmyra, MO

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Keokuk, IA

UnscoredModerate · 20
$10,999204,417 mi

Comparison: 20 similar vehicles

Keokuk, IA

2019 Nissan Frontier S

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

2019 Nissan Frontier S

Paris, MO

UnscoredInsufficient · 3
$11,50097,000 mi

Comparison: 3 similar vehicles

Paris, MO

1999 GMC Sierra SLE

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

1999 GMC Sierra SLE

Paris, MO

UnscoredInsufficient · 0
$11,500199,000 mi

Paris, MO

2013 GMC Sierra 1500 SLE

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

2013 GMC Sierra 1500 SLE

Kirksville, MO

UnscoredModerate · 23
$11,900156,210 mi

Comparison: 23 similar vehicles

Kirksville, MO

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

Macon, MO

UnscoredRobust · 72
$11,995197,965 mi

Comparison: 72 similar vehicles

Macon, MO

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

Quincy, IL

UnscoredRobust · 100
$11,997210,569 mi

Comparison: 100 similar vehicles

Quincy, IL

2017 RAM 1500 Pickup Express

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

2017 RAM 1500 Pickup Express

Quincy, IL

UnscoredModerate · 38
$12,900164,042 mi

Comparison: 38 similar vehicles

Quincy, IL

2016 Chevrolet Colorado Z71

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

2016 Chevrolet Colorado Z71

Quincy, IL

UnscoredRobust · 73
$12,900197,761 mi

Comparison: 73 similar vehicles

Quincy, IL

2013 Ford F-150 XL

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

2013 Ford F-150 XL

Kirksville, MO

UnscoredModerate · 46
$12,900146,000 mi

Comparison: 46 similar vehicles

Kirksville, MO

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

Keokuk, IA

UnscoredInsufficient · 3
$12,990127,274 mi

Comparison: 3 similar vehicles

Keokuk, IA

2012 RAM 1500 Pickup SLT

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

2012 RAM 1500 Pickup SLT

Quincy, IL

UnscoredLimited · 16
$12,990178,719 mi

Comparison: 16 similar vehicles

Quincy, IL

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

Kirksville, MO

UnscoredRobust · 228
$13,450178,100 mi

Comparison: 228 similar vehicles

Kirksville, MO

2012 Toyota Tundra Limited

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

2012 Toyota Tundra Limited

Quincy, IL

UnscoredInsufficient · 0
$13,777250,123 mi

Quincy, IL

2012 Ford F-150 FX4

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

2012 Ford F-150 FX4

Quincy, IL

UnscoredLimited · 16
$13,900144,144 mi

Comparison: 16 similar vehicles

Quincy, IL

2005 Chevrolet Silverado 2500HD Work

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

2005 Chevrolet Silverado 2500HD Work

Bloomfield, IA

UnscoredInsufficient · 4
$14,795220,740 mi

Comparison: 4 similar vehicles

Bloomfield, IA

2017 Chevrolet Silverado 1500 LT

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

2017 Chevrolet Silverado 1500 LT

Quincy, IL

UnscoredRobust · 139
$14,900141,578 mi

Comparison: 139 similar vehicles

Quincy, IL

2016 RAM 1500 Pickup Lone Star

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

2016 RAM 1500 Pickup Lone Star

Quincy, IL

UnscoredInsufficient · 0
$14,900129,850 mi

Quincy, IL

2019 Ford Ranger XLT

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

2019 Ford Ranger XLT

Macon, MO

UnscoredRobust · 57
$14,995168,447 mi

Comparison: 57 similar vehicles

Macon, MO

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

Quincy, IL

UnscoredLimited · 6
$15,400180,940 mi

Comparison: 6 similar vehicles

Quincy, IL

2019 Chevrolet Colorado Work Truck

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

2019 Chevrolet Colorado Work Truck

Quincy, IL

Fair PriceModerate · 31
$15,900105,221 mi

Market: $11,500 – $20,386

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 205 days listed (based on current market benchmarks)

Quincy, IL

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

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

2019 Chevrolet Silverado 1500 LD Work Truck 1WT

Quincy, IL

UnscoredInsufficient · 3
$15,900117,000 mi

Comparison: 3 similar vehicles

Quincy, IL

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

Kirksville, MO

Fair PriceRobust · 79
$15,900115,214 mi

Market: $6,500 – $19,995

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Kirksville, MO

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

Keokuk, IA

UnscoredRobust · 182
$15,990169,235 mi

Comparison: 182 similar vehicles

Keokuk, IA

2013 Ford F-150 FX4

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

2013 Ford F-150 FX4

Quincy, IL

Fair PriceModerate · 42
$16,122115,548 mi

Market: $6,900 – $27,401

Comparison: 42 similar vehicles

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

Quincy, IL

2016 GMC Canyon Base

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

2016 GMC Canyon Base

Keokuk, IA

UnscoredInsufficient · 0
$16,317106,346 mi

Keokuk, IA

2020 Toyota Tacoma SR5

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

2020 Toyota Tacoma SR5

Bloomfield, IA

UnscoredModerate · 32
$16,395205,600 mi

Comparison: 32 similar vehicles

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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