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 13, 2026
6M+
Unique vehicles analyzed
as of October 13, 2026
57,000+
US dealerships
Daily
Data pipeline
Comparable
Market-evidence analysis
3.3M new·2.8M used·Listings processed daily
Or explore the market
68 listings found
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Chevrolet Corvette 2LT
Finley, ND
Comparison: 7 similar vehicles
Finley, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Chevrolet Corvette 2LT
Wishek, ND
Comparison: 9 similar vehicles
Wishek, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Chevrolet Corvette 3LT
Mandan, ND
Comparison: 4 similar vehicles
Mandan, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Chevrolet Corvette 3LT
Wishek, ND
Comparison: 4 similar vehicles
Wishek, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Chevrolet Corvette 3LT
Langdon, ND
Comparison: 4 similar vehicles
Langdon, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Chevrolet Corvette 3LZ
Langdon, ND
Langdon, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2027 Chevrolet Corvette 2LZ
Finley, ND
Finley, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2026 Mercedes-Benz CLE 300
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2026 Chevrolet Corvette 3LT
Grand Forks, ND
Grand Forks, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2026 Chevrolet Corvette 3LZ
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2025 Ford Mustang EcoBoost Premium
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2025 Ford Mustang EcoBoost Premium
Bismarck, ND
Bismarck, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2025 Ford Mustang EcoBoost Premium
Lidgerwood, ND
Comparison: 5 similar vehicles
Lidgerwood, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2025 Chevrolet Corvette 3LT
Carrington, ND
Carrington, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2025 BMW M4 Convertible M4
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2024 Ford Mustang EcoBoost Premium
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2024 Ford Mustang GT Premium
Fargo, ND
Comparison: 4 similar vehicles
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2024 Audi A5 Cabriolet Premium Plus
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2024 BMW 8 Series 840i
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2023 Ford Mustang EcoBoost Premium
Williston, ND
Williston, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2023 Ford Mustang GT Premium
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2023 Chevrolet Camaro 1LT
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2023 Chevrolet Corvette 3LT
Bismarck, ND
Comparison: 4 similar vehicles
Bismarck, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2022 Ford Mustang EcoBoost
Rugby, ND
Rugby, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2022 Audi S5 Cabriolet Premium Plus
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2022 Chevrolet Camaro ZL1
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2022 Chevrolet Corvette 2LT
Bismarck, ND
Bismarck, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2019 BMW 4 Series 430i
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2019 Ford Mustang EcoBoost Premium
Bismarck, ND
Bismarck, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2019 Chevrolet Corvette 2LZ
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2018 Ford Mustang EcoBoost Premium
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2018 Chevrolet Camaro 2LT
Wishek, ND
Wishek, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2016 Buick Cascada Premium
Strasburg, ND
Strasburg, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2016 Nissan 370Z Roadster Touring
Bismarck, ND
Bismarck, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2016 Ford Mustang GT Premium
Grand Forks, ND
Grand Forks, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2016 Chevrolet Corvette 3LZ
Bismarck, ND
Bismarck, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2015 Ford Mustang EcoBoost Premium
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2014 Ford Mustang V6
Minot, ND
Minot, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2014 Volkswagen Beetle 2.0
Rugby, ND
Rugby, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2014 BMW Z4 sDrive28i
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Volkswagen Eos Lux
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Ford Mustang V6
Fargo, ND
Comparison: 6 similar vehicles
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Mitsubishi Eclipse Spyder SE
Mandan, ND
Mandan, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Ford Mustang V6
Grand Forks, ND
Grand Forks, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Chevrolet Corvette Grand Sport
Dickinson, ND
Dickinson, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Volkswagen Eos Komfort
Grand Forks, ND
Grand Forks, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Volvo C70 T5
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Lexus IS 350
Fargo, ND
Fargo, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 Mercedes-Benz SL-Class SL63 AMG
Bismarck, ND
Bismarck, ND
Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Volkswagen New Beetle 2.5
Wishek, ND
Wishek, 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
- Dallas trucks — Live truck market example
- Los Angeles EVs — Live EV market example
- Phoenix SUVs — Live SUV market example
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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 manage their profile, 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, exports, and enhanced merchandising.
- 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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