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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

401 listings found

2002 Nissan Sentra GXE

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

2002 Nissan Sentra GXE

Council Bluffs, IA

UnscoredInsufficient · 3
$3,000464,828 mi

Comparison: 3 similar vehicles

Council Bluffs, IA

2007 Chevrolet Impala LT

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

2007 Chevrolet Impala LT

Council Bluffs, IA

UnscoredLimited · 13
$3,500190,000 mi

Comparison: 13 similar vehicles

Council Bluffs, IA

2008 Pontiac Grand Prix GP

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

2008 Pontiac Grand Prix GP

Omaha, NE

UnscoredLimited · 7
$3,695148,172 mi

Comparison: 7 similar vehicles

Omaha, NE

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Creston, IA

UnscoredLimited · 6
$4,995175,547 mi

Comparison: 6 similar vehicles

Creston, IA

1999 Chrysler LHS Base

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

1999 Chrysler LHS Base

Missouri Valley, IA

UnscoredInsufficient · 0
$5,17995,399 mi

Missouri Valley, IA

2012 Chevrolet Cruze LTZ

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

2012 Chevrolet Cruze LTZ

Council Bluffs, IA

UnscoredLimited · 7
$5,488160,000 mi

Comparison: 7 similar vehicles

Council Bluffs, IA

2006 Chevrolet Impala SS

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

2006 Chevrolet Impala SS

Omaha, NE

UnscoredInsufficient · 0
$5,595157,926 mi

Omaha, NE

2013 Dodge Dart SXT

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

2013 Dodge Dart SXT

Council Bluffs, IA

UnscoredLimited · 8
$5,988120,000 mi

Comparison: 8 similar vehicles

Council Bluffs, IA

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Creston, IA

UnscoredInsufficient · 0
$5,995140,660 mi

Creston, IA

2003 Ford Focus SE

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

2003 Ford Focus SE

Creston, IA

UnscoredInsufficient · 0
$5,995139,826 mi

Creston, IA

2015 Ford Fusion Hybrid Titanium

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

2015 Ford Fusion Hybrid Titanium

Red Oak, IA

UnscoredInsufficient · 3
$5,999190,280 mi

Comparison: 3 similar vehicles

Red Oak, IA

2016 Mazda MAZDA6 i Touring

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

2016 Mazda MAZDA6 i Touring

Mcclelland, IA

UnscoredLimited · 9
$6,200176,000 mi

Comparison: 9 similar vehicles

Mcclelland, IA

2012 Dodge Avenger SXT

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

2012 Dodge Avenger SXT

Templeton, IA

UnscoredInsufficient · 0
$6,395171,164 mi

Templeton, IA

2013 Kia Optima EX Hybrid

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

2013 Kia Optima EX Hybrid

Mcclelland, IA

UnscoredInsufficient · 0
$6,900111,000 mi

Mcclelland, IA

2014 Chevrolet Cruze 2LT

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

2014 Chevrolet Cruze 2LT

Audubon, IA

Fair PriceLimited · 14
$6,917117,120 mi

Market: $3,250 – $11,747

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 156 days listed (based on current market benchmarks)

Audubon, IA

2009 Chevrolet Impala LT

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

2009 Chevrolet Impala LT

Council Bluffs, IA

Fair PriceModerate · 22
$6,995116,510 mi

Market: $3,745 – $15,694

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

Council Bluffs, IA

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Creston, IA

UnscoredLimited · 15
$6,995171,110 mi

Comparison: 15 similar vehicles

Creston, IA

2008 Chevrolet Cobalt Sport

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

2008 Chevrolet Cobalt Sport

Creston, IA

UnscoredInsufficient · 0
$6,995128,679 mi

Creston, IA

2006 Toyota Camry LE

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

2006 Toyota Camry LE

Council Bluffs, IA

UnscoredInsufficient · 0
$6,995175,159 mi

Council Bluffs, IA

2013 Chevrolet Malibu 1LS

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

2013 Chevrolet Malibu 1LS

Council Bluffs, IA

UnscoredLimited · 17
$7,080123,057 mi

Comparison: 17 similar vehicles

Council Bluffs, IA

2014 Hyundai Sonata GLS

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

2014 Hyundai Sonata GLS

Harlan, IA

UnscoredLimited · 7
$7,144149,934 mi

Comparison: 7 similar vehicles

Harlan, IA

2011 Chevrolet Malibu 1LT

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

2011 Chevrolet Malibu 1LT

Council Bluffs, IA

UnscoredInsufficient · 4
$7,25079,408 mi

Comparison: 4 similar vehicles

Council Bluffs, IA

2009 Toyota Corolla LE

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

2009 Toyota Corolla LE

Council Bluffs, IA

UnscoredModerate · 24
$7,395187,004 mi

Comparison: 24 similar vehicles

Council Bluffs, IA

2012 Mazda MAZDA3 i Touring

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

2012 Mazda MAZDA3 i Touring

Glenwood, IA

UnscoredLimited · 5
$7,887136,979 mi

Comparison: 5 similar vehicles

Glenwood, IA

2015 Buick LaCrosse Leather

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

2015 Buick LaCrosse Leather

Carroll, IA

UnscoredLimited · 8
$7,990164,435 mi

Comparison: 8 similar vehicles

Carroll, IA

2018 Kia Optima LX

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

2018 Kia Optima LX

Council Bluffs, IA

Fair PriceLimited · 19
$7,99599,092 mi

Market: $6,975 – $12,999

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Council Bluffs, IA

2015 Ford Fiesta S

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

2015 Ford Fiesta S

Council Bluffs, IA

Fair PriceModerate · 27
$7,99571,316 mi

Market: $5,900 – $8,290

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Council Bluffs, IA

No Photo

2014 Mazda MAZDA3 i Touring

Council Bluffs, IA

UnscoredInsufficient · 3
$7,99596,288 mi

Comparison: 3 similar vehicles

Council Bluffs, IA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Council Bluffs, IA

Fair PriceModerate · 21
$7,99593,510 mi

Market: $2,900 – $10,495

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 195 days listed (based on current market benchmarks)

Council Bluffs, IA

2013 Hyundai Elantra GLS

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

2013 Hyundai Elantra GLS

Council Bluffs, IA

Fair PriceModerate · 21
$7,995100,385 mi

Market: $2,900 – $10,495

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Council Bluffs, IA

2010 Buick LaCrosse CXL

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

2010 Buick LaCrosse CXL

Council Bluffs, IA

UnscoredInsufficient · 3
$7,99573,858 mi

Comparison: 3 similar vehicles

Council Bluffs, IA

2010 Honda Accord LX-P

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

2010 Honda Accord LX-P

Council Bluffs, IA

UnscoredInsufficient · 3
$7,995173,604 mi

Comparison: 3 similar vehicles

Council Bluffs, IA

2008 Chevrolet Impala LT

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

2008 Chevrolet Impala LT

Council Bluffs, IA

UnscoredLimited · 8
$7,99576,362 mi

Comparison: 8 similar vehicles

Council Bluffs, IA

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Audubon, IA

Fair PriceModerate · 24
$8,155111,110 mi

Market: $4,995 – $12,195

Comparison: 24 similar vehicles

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

Audubon, IA

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Council Bluffs, IA

UnscoredModerate · 25
$8,195165,934 mi

Comparison: 25 similar vehicles

Council Bluffs, IA

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Templeton, IA

UnscoredInsufficient · 3
$8,29594,380 mi

Comparison: 3 similar vehicles

Templeton, IA

2012 Toyota Camry L

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

2012 Toyota Camry L

Council Bluffs, IA

UnscoredLimited · 18
$8,425182,530 mi

Comparison: 18 similar vehicles

Council Bluffs, IA

2014 Hyundai Elantra Limited

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

2014 Hyundai Elantra Limited

Council Bluffs, IA

UnscoredInsufficient · 0
$8,495184,189 mi

Council Bluffs, IA

2010 Chevrolet Malibu Fleet

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

2010 Chevrolet Malibu Fleet

Shenandoah, IA

UnscoredInsufficient · 0
$8,495199,786 mi

Shenandoah, IA

2017 Ford Focus SE

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

2017 Ford Focus SE

Carroll, IA

Fair PriceLimited · 10
$8,90073,671 mi

Market: $2,975 – $10,787

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Carroll, IA

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Glenwood, IA

Fair PriceModerate · 27
$8,990116,117 mi

Market: $4,999 – $11,395

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 198 days listed (based on current market benchmarks)

Glenwood, IA

No Photo

2018 Ford Fusion SE

Council Bluffs, IA

UnscoredLimited · 6
$8,995105,526 mi

Comparison: 6 similar vehicles

Council Bluffs, IA

No Photo

2017 Hyundai Sonata SE

Council Bluffs, IA

UnscoredInsufficient · 4
$8,99599,698 mi

Comparison: 4 similar vehicles

Council Bluffs, IA

2017 Kia Cadenza Premium

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

2017 Kia Cadenza Premium

Council Bluffs, IA

UnscoredInsufficient · 0
$8,995117,112 mi

Council Bluffs, IA

2016 Chevrolet Impala Limited 1FL

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

2016 Chevrolet Impala Limited 1FL

Council Bluffs, IA

UnscoredInsufficient · 0
$8,995133,616 mi

Council Bluffs, IA

2016 Ford Fusion SE

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

2016 Ford Fusion SE

Council Bluffs, IA

UnscoredInsufficient · 4
$8,995113,683 mi

Comparison: 4 similar vehicles

Council Bluffs, IA

2015 Ford Taurus SEL

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

2015 Ford Taurus SEL

Council Bluffs, IA

UnscoredLimited · 5
$8,995123,597 mi

Comparison: 5 similar vehicles

Council Bluffs, IA

2015 Chevrolet Impala Limited 2FL

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

2015 Chevrolet Impala Limited 2FL

Council Bluffs, IA

UnscoredLimited · 11
$8,995120,080 mi

Comparison: 11 similar vehicles

Council Bluffs, IA

2014 Subaru Impreza 2.0I Premium

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

2014 Subaru Impreza 2.0I Premium

Council Bluffs, IA

UnscoredInsufficient · 0
$8,995117,534 mi

Council Bluffs, IA

2002 Lexus LS 430

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

2002 Lexus LS 430

Council Bluffs, IA

UnscoredLimited · 6
$8,995103,792 mi

Comparison: 6 similar vehicles

Council Bluffs, IA

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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