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 17, 2026
5.9M+
Unique vehicles analyzed
as of October 16, 2026
57,000+
US dealerships
Daily
Data pipeline
Comparable
Market-evidence analysis
3.2M new·2.8M used·Listings processed daily
Or explore the market
653 listings found

Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Chrysler PT Cruiser Base
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 MINI Cooper S
Fort Collins, CO
Comparison: 4 similar vehicles
Fort Collins, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2001 BMW 3 Series Base
Pueblo, CO
Pueblo, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Chrysler Sebring Touring
Lakewood, CO
Lakewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2001 Chrysler Sebring LXI
Peyton, CO
Peyton, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2001 Mercedes-Benz SLK 320
Grand Junction, CO
Grand Junction, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
1999 Ford Mustang Base
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Chrysler 200 Touring
Englewood, CO
Englewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2001 Volvo C70 HT
Lakewood, CO
Lakewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 INFINITI G Convertible 37 Sport
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Volkswagen New Beetle 2.5
Englewood, CO
Englewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 Ford Mustang Premium
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2001 Ford Mustang Premium
Englewood, CO
Englewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 Audi TT Premium
Aurora, CO
Aurora, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 MINI Cooper S
Golden, CO
Golden, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Mercedes-Benz CLK-Class CLK500
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Pontiac G6 GT
Bennett, CO
Bennett, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 Ford Mustang Premium
Loveland, CO
Loveland, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Pontiac Solstice Base
Colorado Springs, CO
Colorado Springs, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Chrysler PT Cruiser Touring Edition
Wheat Ridge, CO
Wheat Ridge, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Ford Mustang V6
Aurora, CO
Comparison: 5 similar vehicles
Aurora, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Volkswagen Beetle 2.5
Pueblo, CO
Comparison: 9 similar vehicles
Pueblo, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Nissan 350Z Roadster Enthusiast
Longmont, CO
Longmont, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 BMW 3 Series 325
Sheridan, CO
Sheridan, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Volvo C70 HPT
Lakewood, CO
Lakewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 BMW Z4 2.5
Northglenn, CO
Comparison: 3 similar vehicles
Northglenn, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Mazda MX-5 Miata Base
Grand Junction, CO
Grand Junction, CO
Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Audi A5 Premium
Rifle, CO
Rifle, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2001 BMW Z3 3.0
Montrose, CO
Montrose, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Ford Mustang V6 Premium
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Volkswagen New Beetle 2.5
Greeley, CO
Greeley, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 BMW 3 Series 325
Commerce City, CO
Commerce City, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
1999 BMW Z3 Base
Thornton, CO
Thornton, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
1997 BMW Z3 ROADSTER
Colorado Springs, CO
Colorado Springs, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 BMW 1 Series 128i
Englewood, CO
Englewood, CO
Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Mercedes-Benz SL-Class SL500
Englewood, CO
Englewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
1999 Pontiac Firebird TRANS AM
Englewood, CO
Englewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Chrysler Sebring LXI
Englewood, CO
Englewood, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Volkswagen New Beetle 2.5
Longmont, CO
Longmont, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
1999 Ford Mustang Base
Longmont, CO
Longmont, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 FIAT 500 Abarth
Erie, CO
Erie, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Mercedes-Benz CLK-Class CLK320
Pueblo, CO
Pueblo, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 BMW 3 Series 330
Longmont, CO
Longmont, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Ford Mustang GT Premium
Greeley, CO
Greeley, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
1998 Ford Mustang GT
Fountain, CO
Fountain, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 Audi A4 Base
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Saab 9-3 Arc
Littleton, CO
Littleton, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Ford Mustang GT Premium
Longmont, CO
Longmont, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Audi TT Premium Plus
Denver, CO
Denver, CO

Image from the dealer's site. OAV does not own, control, or store dealer images.
2000 Mercedes-Benz SLK SLK230 Kompressor
Longmont, CO
Longmont, CO
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. 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.
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 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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