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
918 listings found
Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Chevrolet Cobalt LT
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2003 Toyota Celica GT
Westwego, LA
Westwego, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Ford Mustang Deluxe
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Toyota Camry Solara SE
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 Scion tC Base
Scott, LA
Scott, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 BMW 3 Series 328i
Kenner, LA
Comparison: 3 similar vehicles
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Ford Mustang Deluxe
Baton Rouge, LA
Baton Rouge, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 INFINITI G35 Sport Coupe Base
Alexandria, LA
Alexandria, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2008 Scion tC Base
Amite City, LA
Amite City, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Toyota Camry Solara SLE
Lafayette, LA
Lafayette, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Chevrolet Monte Carlo LS
Lafayette, LA
Lafayette, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2008 Chevrolet Cobalt LS
West Monroe, LA
West Monroe, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Honda Accord EX
Harvey, LA
Comparison: 4 similar vehicles
Harvey, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Honda Accord EX
Kenner, LA
Comparison: 4 similar vehicles
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Honda Civic EX
Harvey, LA
Harvey, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2002 Chevrolet Monte Carlo LS
Baton Rouge, LA
Baton Rouge, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2011 Ford Mustang V6 Premium
Bossier City, LA
Comparison: 4 similar vehicles
Bossier City, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2005 Scion tC Base
Marrero, LA
Marrero, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Kia Forte Koup EX
Baton Rouge, LA
Baton Rouge, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Chevrolet Monte Carlo LS
Shreveport, LA
Shreveport, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2015 Honda Accord LX-S
Bossier City, LA
Comparison: 5 similar vehicles
Bossier City, LA
2012 Scion tC Release Series 7.0
Kenner, LA
Kenner, LA
2010 Scion tC Base
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2008 Ford Mustang Premium
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Scion tC Base
Kenner, LA
Kenner, LA
2006 Honda Civic EX
Marrero, LA
Marrero, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Nissan Altima S
Alexandria, LA
Market: $2,500 – $8,450
Comparison: 12 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)
Alexandria, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Honda Accord EX-L
Houma, LA
Comparison: 13 similar vehicles
Houma, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Chevrolet Camaro 1LT
Kenner, LA
Comparison: 4 similar vehicles
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Chevrolet Camaro 2LT
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Scion tC Spec Package
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Ford Mustang Standard
Winnsboro, LA
Winnsboro, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Honda Civic LX
Lafayette, LA
Market: $4,500 – $13,000
Comparison: 14 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)
Lafayette, LA
2010 Honda Accord EX-L V6
Kenner, LA
Comparison: 16 similar vehicles
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Chevrolet Camaro 1LT
Baton Rouge, LA
Baton Rouge, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Mercedes-Benz CLK-Class CLK350
Baton Rouge, LA
Baton Rouge, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2009 Honda Civic EX
Morgan City, LA
Morgan City, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2004 Toyota Camry Solara SLE
Houma, LA
Houma, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2014 Ford Mustang V6 Premium
Harvey, LA
Harvey, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Nissan Altima Coupe S
Lafayette, LA
Comparison: 7 similar vehicles
Lafayette, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2008 Honda Accord LX-S
Chalmette, LA
Chalmette, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Audi A5 Premium
Lacombe, LA
Lacombe, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2012 Ford Mustang V6 Premium
Lafayette, LA
Comparison: 3 similar vehicles
Lafayette, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Chevrolet Camaro 1LS
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2013 Chevrolet Camaro 1LT
Kenner, LA
Comparison: 4 similar vehicles
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2010 Honda Accord EX-L V6
Marrero, LA
Market: $5,995 – $8,998
Comparison: 15 similar vehicles
Fairly priced — in line with the typical market range for similar vehicles · 295 days listed (based on current market benchmarks)
Marrero, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2008 Ford Mustang GT Deluxe
Kenner, LA
Kenner, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2007 Chevrolet Monte Carlo LT
Bossier City, LA
Bossier City, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2006 Toyota Camry Solara SLE
Pineville, LA
Pineville, LA
Image from the dealer's site. OAV does not own, control, or store dealer images.
2014 Ford Mustang V6 Premium
Bossier City, LA
Comparison: 15 similar vehicles
Bossier City, LA
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.
Related questions
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