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 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

86 listings found

2008 Chevrolet Cobalt LS

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

2008 Chevrolet Cobalt LS

Fargo, ND

UnscoredInsufficient · 0
$2,583238,855 mi

Fargo, ND

2006 Chevrolet Cobalt LT

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

2006 Chevrolet Cobalt LT

Fargo, ND

UnscoredInsufficient · 0
$4,088167,314 mi

Fargo, ND

2008 Honda Accord EX-L

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

2008 Honda Accord EX-L

Barnesville, MN

UnscoredInsufficient · 0
$5,500172,535 mi

Barnesville, MN

1999 Ford Mustang Base

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

1999 Ford Mustang Base

Fargo, ND

UnscoredInsufficient · 0
$6,615180,224 mi

Fargo, ND

2006 Hyundai Tiburon GS

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

2006 Hyundai Tiburon GS

Fergus Falls, MN

UnscoredInsufficient · 0
$7,55078,861 mi

Fergus Falls, MN

2012 Mercedes-Benz E-Class E350

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

2012 Mercedes-Benz E-Class E350

Moorhead, MN

UnscoredInsufficient · 0
$8,500102,489 mi

Moorhead, MN

2001 BMW 3 Series Base

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

2001 BMW 3 Series Base

Moorhead, MN

UnscoredInsufficient · 0
$8,800105,000 mi

Moorhead, MN

2011 Mercedes-Benz CL-Class CL550

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

2011 Mercedes-Benz CL-Class CL550

Park Rapids, MN

UnscoredInsufficient · 0
$9,99586,985 mi

Park Rapids, MN

2010 Honda Civic LX

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

2010 Honda Civic LX

Fargo, ND

UnscoredInsufficient · 0
$10,89945,815 mi

Fargo, ND

2015 Chevrolet Camaro 1LS

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

2015 Chevrolet Camaro 1LS

Fargo, ND

UnscoredInsufficient · 0
$12,47984,552 mi

Fargo, ND

2012 Honda Civic SI

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

2012 Honda Civic SI

Fargo, ND

UnscoredInsufficient · 0
$13,150114,191 mi

Fargo, ND

2013 Ford Mustang V6 Premium

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

2013 Ford Mustang V6 Premium

Fargo, ND

UnscoredInsufficient · 0
$13,68064,941 mi

Fargo, ND

2006 Ford Mustang GT Premium

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

2006 Ford Mustang GT Premium

Fargo, ND

UnscoredInsufficient · 0
$13,996130,751 mi

Fargo, ND

2019 Chevrolet Camaro 1LT

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

2019 Chevrolet Camaro 1LT

Wadena, MN

UnscoredInsufficient · 0
$14,349140,632 mi

Wadena, MN

2018 Dodge Challenger SXT

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

2018 Dodge Challenger SXT

Fargo, ND

UnscoredInsufficient · 0
$14,489113,166 mi

Fargo, ND

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Fargo, ND

UnscoredInsufficient · 0
$15,29984,132 mi

Fargo, ND

2012 Dodge Challenger R/T

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

2012 Dodge Challenger R/T

Fargo, ND

UnscoredInsufficient · 0
$16,04496,303 mi

Fargo, ND

2020 Dodge Challenger SXT

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

2020 Dodge Challenger SXT

Fargo, ND

UnscoredInsufficient · 0
$17,69567,222 mi

Fargo, ND

2000 Chevrolet Monte Carlo SS

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

2000 Chevrolet Monte Carlo SS

Fergus Falls, MN

UnscoredInsufficient · 0
$17,94040,255 mi

Fergus Falls, MN

2016 Ford Mustang V6

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

2016 Ford Mustang V6

Fargo, ND

UnscoredInsufficient · 0
$18,00054,034 mi

Fargo, ND

2018 Subaru BRZ Limited

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

2018 Subaru BRZ Limited

Fargo, ND

UnscoredInsufficient · 0
$18,125102,214 mi

Fargo, ND

2017 Chevrolet Camaro 1LT

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

2017 Chevrolet Camaro 1LT

Fargo, ND

UnscoredInsufficient · 0
$18,25975,252 mi

Fargo, ND

2013 Jaguar XK Base

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

2013 Jaguar XK Base

Fargo, ND

UnscoredInsufficient · 0
$18,69578,958 mi

Fargo, ND

2014 Audi TT Base

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

2014 Audi TT Base

Moorhead, MN

UnscoredInsufficient · 0
$19,34775,015 mi

Moorhead, MN

1999 Chevrolet Corvette Base

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

1999 Chevrolet Corvette Base

Park Rapids, MN

UnscoredInsufficient · 0
$20,99544,000 mi

Park Rapids, MN

2018 Honda Civic Si

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

2018 Honda Civic Si

Fargo, ND

UnscoredInsufficient · 0
$21,09981,772 mi

Fargo, ND

2015 Lexus RC 350

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

2015 Lexus RC 350

Fargo, ND

UnscoredInsufficient · 0
$21,195118,468 mi

Fargo, ND

2006 Chevrolet Corvette Base

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

2006 Chevrolet Corvette Base

Moorhead, MN

UnscoredInsufficient · 0
$21,84760,796 mi

Moorhead, MN

2018 Dodge Challenger GT

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

2018 Dodge Challenger GT

Fargo, ND

UnscoredInsufficient · 0
$24,40043,427 mi

Fargo, ND

2018 Dodge Challenger R/T

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

2018 Dodge Challenger R/T

Fargo, ND

UnscoredInsufficient · 0
$26,51851,035 mi

Fargo, ND

2020 Ford Mustang EcoBoost

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

2020 Ford Mustang EcoBoost

Fargo, ND

UnscoredInsufficient · 0
$26,70010,592 mi

Fargo, ND

2023 Dodge Challenger GT

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

2023 Dodge Challenger GT

Fargo, ND

UnscoredInsufficient · 0
$27,54952,517 mi

Fargo, ND

2014 Ford Mustang GT Premium

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

2014 Ford Mustang GT Premium

Fargo, ND

UnscoredInsufficient · 0
$28,69840,753 mi

Fargo, ND

2021 Ford Mustang GT

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

2021 Ford Mustang GT

Fargo, ND

UnscoredInsufficient · 0
$29,97958,075 mi

Fargo, ND

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fargo, ND

Fair PriceLimited · 13
$31,449Mileage not verified

Market: $30,365 – $36,510

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 68 days listed (based on current market benchmarks)

Fargo, ND

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fargo, ND

Fair PriceLimited · 13
$31,914Mileage not verified

Market: $30,365 – $36,510

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Fargo, ND

2014 Chevrolet Corvette Base

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

2014 Chevrolet Corvette Base

Fargo, ND

UnscoredInsufficient · 0
$32,195101,113 mi

Fargo, ND

2018 Chevrolet Camaro 1SS

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

2018 Chevrolet Camaro 1SS

Fargo, ND

UnscoredInsufficient · 0
$32,34738,980 mi

Fargo, ND

2025 Toyota GR86 Premium

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

2025 Toyota GR86 Premium

Fargo, ND

UnscoredInsufficient · 0
$33,79921,240 mi

Fargo, ND

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fargo, ND

Fair PriceLimited · 13
$34,602Mileage not verified

Market: $30,365 – $36,510

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Fargo, ND

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Fargo, ND

UnscoredLimited · 5
$36,147Mileage not verified

Comparison: 5 similar vehicles

Fargo, ND

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Fargo, ND

UnscoredInsufficient · 3
$36,196Mileage not verified

Comparison: 3 similar vehicles

Fargo, ND

2020 Audi S5 Coupe Premium Plus

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

2020 Audi S5 Coupe Premium Plus

Fergus Falls, MN

UnscoredInsufficient · 0
$36,29040,547 mi

Fergus Falls, MN

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Fargo, ND

UnscoredLimited · 7
$37,980Mileage not verified

Comparison: 7 similar vehicles

Fargo, ND

2026 Toyota GR86 Premium

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

2026 Toyota GR86 Premium

Fargo, ND

UnscoredInsufficient · 0
$38,767Mileage not verified

Fargo, ND

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Fargo, ND

UnscoredLimited · 5
$38,986Mileage not verified

Comparison: 5 similar vehicles

Fargo, ND

2021 Lexus RC 350 F SPORT

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

2021 Lexus RC 350 F SPORT

Fargo, ND

UnscoredInsufficient · 0
$38,99035,250 mi

Fargo, ND

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Fargo, ND

UnscoredLimited · 7
$39,359Mileage not verified

Comparison: 7 similar vehicles

Fargo, ND

2020 Chevrolet Camaro 2SS

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

2020 Chevrolet Camaro 2SS

Moorhead, MN

UnscoredInsufficient · 0
$39,50021,606 mi

Moorhead, MN

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Fargo, ND

UnscoredLimited · 7
$40,775Mileage not verified

Comparison: 7 similar vehicles

Fargo, ND

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.