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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 16, 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

799 listings found

2010 Honda Civic LX

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

2010 Honda Civic LX

Salt Lake City, UT

UnscoredInsufficient · 3
$2,447200,152 mi

Comparison: 3 similar vehicles

Salt Lake City, UT

2004 Honda Civic EX

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

2004 Honda Civic EX

Orem, UT

UnscoredInsufficient · 0
$2,890170,000 mi

Orem, UT

2011 Nissan Altima S

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

2011 Nissan Altima S

Midvale, UT

UnscoredInsufficient · 0
$2,990Mileage not verified

Midvale, UT

2002 Acura CL Base

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

2002 Acura CL Base

Provo, UT

UnscoredInsufficient · 0
$3,365245,360 mi

Provo, UT

2003 Honda Civic EX

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

2003 Honda Civic EX

American Fork, UT

UnscoredInsufficient · 0
$3,376243,616 mi

American Fork, UT

2000 Honda Civic EX

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

2000 Honda Civic EX

Clearfield, UT

UnscoredInsufficient · 0
$3,456161,027 mi

Clearfield, UT

2007 Scion tC Spec Package

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

2007 Scion tC Spec Package

Murray, UT

UnscoredInsufficient · 0
$3,599222,522 mi

Murray, UT

2007 Honda Civic EX

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

2007 Honda Civic EX

Ogden, UT

Salvage title
$3,777238,241 mi

Ogden, UT

2012 Honda Civic LX

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

2012 Honda Civic LX

Clearfield, UT

Salvage title
$3,995196,117 mi

Clearfield, UT

2008 Nissan Altima S

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

2008 Nissan Altima S

Midvale, UT

UnscoredInsufficient · 0
$4,197193,938 mi

Midvale, UT

2006 Scion tC Base

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

2006 Scion tC Base

West Valley City, UT

UnscoredInsufficient · 3
$4,500178,932 mi

Comparison: 3 similar vehicles

West Valley City, UT

2004 Ford Mustang Standard

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

2004 Ford Mustang Standard

Lindon, UT

UnscoredInsufficient · 0
$4,888127,302 mi

Lindon, UT

2005 Ford Mustang Deluxe

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

2005 Ford Mustang Deluxe

Provo, UT

UnscoredInsufficient · 0
$4,999167,041 mi

Provo, UT

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Salt Lake City, UT

Salvage title
$5,294158,576 mi

Salt Lake City, UT

2005 Saturn ION 2

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

2005 Saturn ION 2

Orem, UT

UnscoredInsufficient · 0
$5,47541,654 mi

Orem, UT

2002 Chevrolet Camaro Base

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

2002 Chevrolet Camaro Base

South Salt Lake, UT

UnscoredInsufficient · 0
$5,495Mileage not verified

South Salt Lake, UT

2012 Mitsubishi Eclipse GS

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

2012 Mitsubishi Eclipse GS

Salt Lake City, UT

UnscoredInsufficient · 0
$5,649172,638 mi

Salt Lake City, UT

2015 Kia Forte Koup SX

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

2015 Kia Forte Koup SX

Lindon, UT

UnscoredInsufficient · 0
$5,78886,712 mi

Lindon, UT

2013 Hyundai Elantra Coupe GS

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

2013 Hyundai Elantra Coupe GS

Springville, UT

UnscoredInsufficient · 0
$5,995108,837 mi

Springville, UT

No Photo

2008 INFINITI G 37 Journey

Orem, UT

UnscoredInsufficient · 0
$6,000135,130 mi

Orem, UT

2008 Nissan Altima S

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

2008 Nissan Altima S

Cedar City, UT

UnscoredInsufficient · 0
$6,289108,925 mi

Cedar City, UT

2014 Ford Mustang V6 Premium

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

2014 Ford Mustang V6 Premium

Millcreek, UT

UnscoredInsufficient · 0
$6,379185,056 mi

Millcreek, UT

2012 Chevrolet Camaro 2LS

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

2012 Chevrolet Camaro 2LS

Orem, UT

UnscoredInsufficient · 0
$6,495155,164 mi

Orem, UT

2003 Chevrolet Monte Carlo SS

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

2003 Chevrolet Monte Carlo SS

Price, UT

UnscoredInsufficient · 0
$6,499116,000 mi

Price, UT

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Millcreek, UT

UnscoredInsufficient · 0
$6,500103,580 mi

Millcreek, UT

2014 BMW 4 Series 428i

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

2014 BMW 4 Series 428i

West Valley City, UT

UnscoredInsufficient · 0
$6,500123,425 mi

West Valley City, UT

2016 Chevrolet Camaro 1LT

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

2016 Chevrolet Camaro 1LT

West Valley City, UT

UnscoredInsufficient · 0
$6,858135,247 mi

West Valley City, UT

2004 Chevrolet Corvette Base

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

2004 Chevrolet Corvette Base

West Valley City, UT

UnscoredInsufficient · 0
$6,858Mileage not verified

West Valley City, UT

2016 Kia Forte Koup EX

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

2016 Kia Forte Koup EX

Layton, UT

UnscoredInsufficient · 0
$6,995119,756 mi

Layton, UT

2014 Audi A5 Premium

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

2014 Audi A5 Premium

Ogden, UT

Salvage title
$7,490106,870 mi

Ogden, UT

2012 BMW 1 Series 128i

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

2012 BMW 1 Series 128i

Hurricane, UT

UnscoredInsufficient · 3
$7,495137,000 mi

Comparison: 3 similar vehicles

Hurricane, UT

2005 Honda Accord LX

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

2005 Honda Accord LX

Centerville, UT

UnscoredInsufficient · 0
$7,49592,998 mi

Centerville, UT

2012 Kia Forte Koup SX

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

2012 Kia Forte Koup SX

Murray, UT

UnscoredInsufficient · 0
$7,50085,503 mi

Murray, UT

2016 Dodge Challenger SXT

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

2016 Dodge Challenger SXT

Sandy, UT

Salvage title
$7,863154,615 mi

Sandy, UT

2011 Honda Civic LX

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

2011 Honda Civic LX

West Valley City, UT

UnscoredLimited · 6
$7,950102,614 mi

Comparison: 6 similar vehicles

West Valley City, UT

2014 Hyundai Genesis Coupe Premium

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

2014 Hyundai Genesis Coupe Premium

Midvale, UT

Salvage title
$7,99073,214 mi

Midvale, UT

2003 Mercedes-Benz CLK-Class CLK55

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

2003 Mercedes-Benz CLK-Class CLK55

Millcreek, UT

UnscoredInsufficient · 0
$7,995184,988 mi

Millcreek, UT

1998 Ford Mustang Base

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

1998 Ford Mustang Base

Salt Lake City, UT

UnscoredInsufficient · 0
$8,00054,725 mi

Salt Lake City, UT

2012 Honda Accord EX-L V6

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

2012 Honda Accord EX-L V6

Salt Lake City, UT

UnscoredInsufficient · 0
$8,239168,832 mi

Salt Lake City, UT

2015 Chevrolet Camaro 2LS

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

2015 Chevrolet Camaro 2LS

Salt Lake City, UT

UnscoredInsufficient · 0
$8,499144,301 mi

Salt Lake City, UT

2017 Dodge Challenger SXT

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

2017 Dodge Challenger SXT

Sunset, UT

UnscoredInsufficient · 4
$8,800169,813 mi

Comparison: 4 similar vehicles

Sunset, UT

2014 Honda Accord EX-L V-6

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

2014 Honda Accord EX-L V-6

St. George, UT

UnscoredInsufficient · 0
$8,965163,745 mi

St. George, UT

2010 Audi TT Premium

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

2010 Audi TT Premium

South Salt Lake, UT

UnscoredInsufficient · 0
$8,988152,401 mi

South Salt Lake, UT

2014 Dodge Challenger SXT

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

2014 Dodge Challenger SXT

Orem, UT

UnscoredLimited · 10
$8,990152,000 mi

Comparison: 10 similar vehicles

Orem, UT

2013 Scion FR-S Base

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

2013 Scion FR-S Base

Provo, UT

UnscoredInsufficient · 3
$8,990112,026 mi

Comparison: 3 similar vehicles

Provo, UT

2014 Mercedes-Benz C-Class C350 Sport

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

2014 Mercedes-Benz C-Class C350 Sport

Lindon, UT

Salvage title
$8,99574,825 mi

Lindon, UT

2009 Dodge Challenger SE

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

2009 Dodge Challenger SE

Midvale, UT

UnscoredInsufficient · 0
$8,995111,971 mi

Midvale, UT

2015 Hyundai Genesis Coupe Ultimate

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

2015 Hyundai Genesis Coupe Ultimate

Salt Lake City, UT

UnscoredInsufficient · 0
$8,999124,650 mi

Salt Lake City, UT

2017 Honda Accord EX

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

2017 Honda Accord EX

Midvale, UT

UnscoredInsufficient · 0
$9,099131,813 mi

Midvale, UT

2010 Ford Mustang V6

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

2010 Ford Mustang V6

St. George, UT

UnscoredInsufficient · 0
$9,290148,297 mi

St. George, UT

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 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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