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 15, 2026
5.9M+
Unique vehicles analyzed
as of October 15, 2026
57,000+
US dealerships
Daily
Data pipeline
Comparable
Market-evidence analysis
3.2M new·2.7M used·Listings processed daily
Or explore the market
32,111 listings found

Image from the dealer's site. OAV does not own, control, or store dealer images.
2008 Ford F-150 XL
Toledo, OH
Comparison: 29 similar vehicles
Toledo, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Nissan Altima S
Carleton, MI
Comparison: 8 similar vehicles
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Pontiac Grand Am GT
Carleton, MI
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 Mazda Tribute LX
Carleton, MI
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Mercury Milan Premier
Flat Rock, MI
Comparison: 4 similar vehicles
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Dodge Nitro SXT
Carleton, MI
Comparison: 4 similar vehicles
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Dodge Nitro SXT
Carleton, MI
Comparison: 4 similar vehicles
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Ford F-150 XL
Flat Rock, MI
Comparison: 6 similar vehicles
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Ford Econoline Van Commercial
Flat Rock, MI
Comparison: 4 similar vehicles
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 Ford Explorer NBX
Flat Rock, MI
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Ford Five Hundred SEL
Woodhaven, MI
Woodhaven, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Ford F-150 XLT
Flat Rock, MI
Comparison: 16 similar vehicles
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Ford Escape S
Carleton, MI
Comparison: 8 similar vehicles
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Kia Rio 5-Door LX
Perrysburg, OH
Comparison: 6 similar vehicles
Perrysburg, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Ford Fiesta SE
Lincoln Park, MI
Comparison: 5 similar vehicles
Lincoln Park, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2014 Ford Fusion Titanium
Flat Rock, MI
Comparison: 7 similar vehicles
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Chevrolet Aveo LS
Flat Rock, MI
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 Chrysler PT Cruiser LIMITED
Oregon, OH
Oregon, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Nissan Altima S
Findlay, OH
Market: $1,495 – $11,833
Comparison: 15 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)
Findlay, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Chevrolet Silverado 1500 LT
Findlay, OH
Comparison: 63 similar vehicles
Findlay, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2008 Buick Lucerne CX
Findlay, OH
Comparison: 3 similar vehicles
Findlay, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 Ford Mustang Standard
Fostoria, OH
Comparison: 3 similar vehicles
Fostoria, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Honda Civic LX
Maumee, OH
Comparison: 3 similar vehicles
Maumee, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Ford Focus ZX3
Amherst, OH
Amherst, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2016 Chevrolet Traverse LS
Toledo, OH
Comparison: 28 similar vehicles
Toledo, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Ford Flex SEL
Carleton, MI
Comparison: 9 similar vehicles
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 GMC Terrain SLT-2
Carleton, MI
Comparison: 5 similar vehicles
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Ford Fiesta SE
Carleton, MI
Market: $2,600 – $6,999
Comparison: 15 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Ford Focus SEL
Carleton, MI
Market: $2,495 – $13,000
Comparison: 16 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Chevrolet Cruze 1LT
Wyandotte, MI
Market: $2,995 – $6,825
Comparison: 10 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)
Wyandotte, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Lincoln MKX Base
Toledo, OH
Comparison: 7 similar vehicles
Toledo, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Mercury Mariner Premier
Vermilion, OH
Comparison: 6 similar vehicles
Vermilion, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 Chevrolet Cobalt LT
Taylor, MI
Market: $1,500 – $6,450
Comparison: 13 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 1465 days listed (based on current market benchmarks)
Taylor, MI
2008 Ford Edge SE
Bellevue, OH
Comparison: 14 similar vehicles
Bellevue, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Chevrolet Equinox LS
Toledo, OH
Comparison: 16 similar vehicles
Toledo, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Chevrolet Impala LT
Perrysburg, OH
Market: $1,495 – $5,999
Comparison: 47 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)
Perrysburg, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Lincoln MKX Base
Carleton, MI
Comparison: 15 similar vehicles
Carleton, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 GMC Yukon XL SLE
Perrysburg, OH
Comparison: 6 similar vehicles
Perrysburg, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2002 Dodge Dakota Base
Bowling Green, OH
Bowling Green, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
1997 Chevrolet GMT400
Romulus, MI
Romulus, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Chrysler Town & Country Touring
Perrysburg, OH
Comparison: 3 similar vehicles
Perrysburg, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Jeep Liberty Sport
Perrysburg, OH
Market: $2,650 – $9,999
Comparison: 46 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)
Perrysburg, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Honda Pilot EX
Toledo, OH
Comparison: 7 similar vehicles
Toledo, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Toyota Highlander Base
Toledo, OH
Comparison: 18 similar vehicles
Toledo, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Nissan Titan SE
Fostoria, OH
Fostoria, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Saturn Aura XE
Ecorse, MI
Comparison: 5 similar vehicles
Ecorse, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Ford E-Series Econoline Van Commercial
Flat Rock, MI
Comparison: 3 similar vehicles
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Ford Expedition XLT
Flat Rock, MI
Comparison: 3 similar vehicles
Flat Rock, MI

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Hyundai Sonata GLS
Findlay, OH
Comparison: 4 similar vehicles
Findlay, OH

Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Jeep Patriot Sport
Carleton, MI
Comparison: 4 similar vehicles
Carleton, MI
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.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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.
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.
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