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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 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

419 listings found

No Photo

2003 Dodge Neon SXT

Manchester, IA

UnscoredInsufficient · 0
$2,550102,334 mi

Manchester, IA

No Photo

2015 Chevrolet Malibu 1LT

Manchester, IA

UnscoredRobust · 50
$2,850217,000 mi

Comparison: 50 similar vehicles

Manchester, IA

No Photo

2008 Audi A4 Base

Manchester, IA

UnscoredInsufficient · 4
$2,850188,541 mi

Comparison: 4 similar vehicles

Manchester, IA

2010 Ford Focus SE

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

2010 Ford Focus SE

Stockton, IL

Fair PriceLimited · 16
$3,30165,765 mi

Market: $3,634 – $6,995

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 3 days listed (based on current market benchmarks)

Stockton, IL

2011 Chevrolet Cruze ECO

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

2011 Chevrolet Cruze ECO

Manchester, IA

UnscoredInsufficient · 4
$3,350181,328 mi

Comparison: 4 similar vehicles

Manchester, IA

2008 Chevrolet Cobalt LT

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

2008 Chevrolet Cobalt LT

Manchester, IA

UnscoredLimited · 9
$3,350179,467 mi

Comparison: 9 similar vehicles

Manchester, IA

No Photo

2008 Ford Fusion SEL

Manchester, IA

Salvage title
$3,350Mileage not verified

Manchester, IA

2004 Pontiac Bonneville GXP

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

2004 Pontiac Bonneville GXP

Manchester, IA

UnscoredInsufficient · 0
$3,350178,505 mi

Manchester, IA

2008 Cadillac DTS 1SE

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

2008 Cadillac DTS 1SE

Manchester, IA

UnscoredInsufficient · 0
$3,550191,648 mi

Manchester, IA

2011 Hyundai Sonata GLS

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

2011 Hyundai Sonata GLS

Manchester, IA

UnscoredModerate · 41
$3,850168,000 mi

Comparison: 41 similar vehicles

Manchester, IA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Dubuque, IA

UnscoredLimited · 6
$4,155133,433 mi

Comparison: 6 similar vehicles

Dubuque, IA

2009 Honda Civic LX

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

2009 Honda Civic LX

Dubuque, IA

UnscoredModerate · 26
$4,504229,366 mi

Comparison: 26 similar vehicles

Dubuque, IA

2016 Chevrolet Malibu 1LT

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

2016 Chevrolet Malibu 1LT

Manchester, IA

UnscoredRobust · 108
$4,850259,000 mi

Comparison: 108 similar vehicles

Manchester, IA

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Manchester, IA

Salvage title
$4,85087,188 mi

Manchester, IA

2014 Chevrolet Impala 2FL

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

2014 Chevrolet Impala 2FL

Manchester, IA

UnscoredModerate · 33
$4,850143,270 mi

Comparison: 33 similar vehicles

Manchester, IA

No Photo

2013 Honda Civic LX

Manchester, IA

UnscoredRobust · 90
$4,850212,354 mi

Comparison: 90 similar vehicles

Manchester, IA

No Photo

2011 Mitsubishi Galant SE

Manchester, IA

UnscoredInsufficient · 0
$4,850Mileage not verified

Manchester, IA

2004 Honda Civic LX

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

2004 Honda Civic LX

Hollandale, WI

UnscoredInsufficient · 3
$4,900171,986 mi

Comparison: 3 similar vehicles

Hollandale, WI

2012 Nissan Sentra SR

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

2012 Nissan Sentra SR

Dubuque, IA

UnscoredModerate · 27
$4,941162,062 mi

Comparison: 27 similar vehicles

Dubuque, IA

2002 Honda Civic LX

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

2002 Honda Civic LX

Springville, IA

UnscoredLimited · 7
$5,000143,452 mi

Comparison: 7 similar vehicles

Springville, IA

2017 Kia Forte LX

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

2017 Kia Forte LX

Dodgeville, WI

UnscoredModerate · 47
$5,298144,842 mi

Comparison: 47 similar vehicles

Dodgeville, WI

2011 Chevrolet Cruze 1LT

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

2011 Chevrolet Cruze 1LT

Manchester, IA

UnscoredModerate · 22
$5,350158,286 mi

Comparison: 22 similar vehicles

Manchester, IA

1997 Jaguar XJ Series XJ6

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

1997 Jaguar XJ Series XJ6

Mount Carroll, IL

UnscoredInsufficient · 0
$5,406107,766 mi

Mount Carroll, IL

2006 Chrysler 300 Touring

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

2006 Chrysler 300 Touring

Maquoketa, IA

UnscoredInsufficient · 0
$5,606110,778 mi

Maquoketa, IA

2015 Ford Fiesta SE

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

2015 Ford Fiesta SE

Dubuque, IA

UnscoredInsufficient · 3
$5,892178,417 mi

Comparison: 3 similar vehicles

Dubuque, IA

2004 INFINITI G35 Base

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

2004 INFINITI G35 Base

Hollandale, WI

UnscoredInsufficient · 3
$5,90090,179 mi

Comparison: 3 similar vehicles

Hollandale, WI

2008 Nissan Sentra 2.0 SL

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

2008 Nissan Sentra 2.0 SL

East Dubuque, IL

UnscoredInsufficient · 0
$5,99262,259 mi

East Dubuque, IL

2012 Chevrolet Impala 2FL

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

2012 Chevrolet Impala 2FL

Dubuque, IA

UnscoredModerate · 29
$5,995170,000 mi

Comparison: 29 similar vehicles

Dubuque, IA

2015 Hyundai Elantra SE

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

2015 Hyundai Elantra SE

Dubuque, IA

UnscoredModerate · 22
$6,200134,000 mi

Comparison: 22 similar vehicles

Dubuque, IA

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Manchester, IA

UnscoredModerate · 22
$6,221249,001 mi

Comparison: 22 similar vehicles

Manchester, IA

2011 Chrysler 300 Limited

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

2011 Chrysler 300 Limited

Maquoketa, IA

UnscoredLimited · 15
$6,427126,891 mi

Comparison: 15 similar vehicles

Maquoketa, IA

2012 Honda Accord LX-P

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

2012 Honda Accord LX-P

Maquoketa, IA

UnscoredLimited · 6
$6,450221,500 mi

Comparison: 6 similar vehicles

Maquoketa, IA

2010 Nissan Altima S

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

2010 Nissan Altima S

Maquoketa, IA

UnscoredLimited · 17
$6,460131,142 mi

Comparison: 17 similar vehicles

Maquoketa, IA

2010 Volkswagen Jetta SEL

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

2010 Volkswagen Jetta SEL

Springville, IA

UnscoredInsufficient · 0
$6,50098,551 mi

Springville, IA

2008 Hyundai Elantra GLS

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

2008 Hyundai Elantra GLS

Springville, IA

UnscoredInsufficient · 3
$6,50063,354 mi

Comparison: 3 similar vehicles

Springville, IA

2007 Honda Civic EX

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

2007 Honda Civic EX

Springville, IA

UnscoredLimited · 12
$6,500128,526 mi

Comparison: 12 similar vehicles

Springville, IA

No Photo

2015 Hyundai Genesis Base

Manchester, IA

UnscoredLimited · 19
$6,850189,000 mi

Comparison: 19 similar vehicles

Manchester, IA

2012 Kia Rio EX

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

2012 Kia Rio EX

Manchester, IA

UnscoredInsufficient · 0
$6,850112,215 mi

Manchester, IA

2014 Honda Accord LX

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

2014 Honda Accord LX

Hollandale, WI

UnscoredModerate · 38
$6,900204,219 mi

Comparison: 38 similar vehicles

Hollandale, WI

2006 Lexus ES 330

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

2006 Lexus ES 330

East Dubuque, IL

UnscoredInsufficient · 3
$6,950147,467 mi

Comparison: 3 similar vehicles

East Dubuque, IL

2013 Chevrolet Cruze 1LT

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

2013 Chevrolet Cruze 1LT

Shullsburg, WI

Fair PriceModerate · 29
$6,99598,702 mi

Market: $2,300 – $8,995

Comparison: 29 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 21 days listed (based on current market benchmarks)

Shullsburg, WI

2008 Audi A6 Base

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

2008 Audi A6 Base

Galena, IL

UnscoredInsufficient · 0
$6,99591,401 mi

Galena, IL

2012 Chevrolet Impala LT

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

2012 Chevrolet Impala LT

Dubuque, IA

UnscoredLimited · 5
$7,021130,958 mi

Comparison: 5 similar vehicles

Dubuque, IA

2017 Chevrolet Impala 1LT

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

2017 Chevrolet Impala 1LT

Dubuque, IA

UnscoredLimited · 5
$7,196163,364 mi

Comparison: 5 similar vehicles

Dubuque, IA

2013 Chrysler 200 Touring

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

2013 Chrysler 200 Touring

East Dubuque, IL

Fair PriceModerate · 31
$7,299119,226 mi

Market: $2,999 – $10,402

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

East Dubuque, IL

2013 Nissan Sentra SV

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

2013 Nissan Sentra SV

East Dubuque, IL

Fair PriceLimited · 15
$7,33199,316 mi

Market: $3,999 – $7,799

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

East Dubuque, IL

2007 Toyota Corolla CE

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

2007 Toyota Corolla CE

Springville, IA

UnscoredInsufficient · 0
$7,50090,491 mi

Springville, IA

2007 Toyota Corolla LE

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

2007 Toyota Corolla LE

Springville, IA

UnscoredLimited · 6
$7,500103,430 mi

Comparison: 6 similar vehicles

Springville, IA

2005 Toyota Camry LE V6

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

2005 Toyota Camry LE V6

Springville, IA

UnscoredInsufficient · 0
$7,500129,587 mi

Springville, IA

2004 Toyota Camry LE

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

2004 Toyota Camry LE

Springville, IA

Fair PriceLimited · 11
$7,500118,358 mi

Market: $1,500 – $8,895

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Springville, 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

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.