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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 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

18,589 listings found

2009 Nissan Murano SL

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

2009 Nissan Murano SL

Granbury, TX

UnscoredInsufficient · 3
$2,500209,742 mi

Comparison: 3 similar vehicles

Granbury, TX

2008 Nissan Maxima SL

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

2008 Nissan Maxima SL

Granbury, TX

UnscoredInsufficient · 3
$2,500224,631 mi

Comparison: 3 similar vehicles

Granbury, TX

2014 Ford Escape S

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

2014 Ford Escape S

Burleson, TX

UnscoredLimited · 18
$2,600144,800 mi

Comparison: 18 similar vehicles

Burleson, TX

2015 Dodge Journey SE

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

2015 Dodge Journey SE

Waco, TX

UnscoredLimited · 15
$2,996152,488 mi

Comparison: 15 similar vehicles

Waco, TX

2009 Hyundai Sonata LIMITED

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

2009 Hyundai Sonata LIMITED

Burleson, TX

UnscoredInsufficient · 0
$3,000131,350 mi

Burleson, TX

2012 Lincoln MKX Base

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

2012 Lincoln MKX Base

Waco, TX

UnscoredLimited · 6
$3,450186,433 mi

Comparison: 6 similar vehicles

Waco, TX

2015 Nissan Versa Sedan S Plus

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

2015 Nissan Versa Sedan S Plus

Waco, TX

UnscoredLimited · 6
$3,495121,161 mi

Comparison: 6 similar vehicles

Waco, TX

2009 Toyota Camry SE

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

2009 Toyota Camry SE

Waco, TX

UnscoredLimited · 19
$3,495233,053 mi

Comparison: 19 similar vehicles

Waco, TX

2010 Ford Fusion Hybrid

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

2010 Ford Fusion Hybrid

Waco, TX

UnscoredInsufficient · 0
$3,500214,427 mi

Waco, TX

2015 Chevrolet Malibu 1LZ

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

2015 Chevrolet Malibu 1LZ

Alvarado, TX

UnscoredInsufficient · 0
$3,550145,441 mi

Alvarado, TX

2011 Kia Sorento EX

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

2011 Kia Sorento EX

Burleson, TX

UnscoredInsufficient · 3
$3,600113,000 mi

Comparison: 3 similar vehicles

Burleson, TX

2008 Toyota Corolla S

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

2008 Toyota Corolla S

Burleson, TX

UnscoredInsufficient · 0
$3,700175,587 mi

Burleson, TX

2014 Ford Focus SE

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

2014 Ford Focus SE

Fort Worth, TX

UnscoredModerate · 22
$3,900191,449 mi

Comparison: 22 similar vehicles

Fort Worth, TX

2000 Ford F-150 XLT

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

2000 Ford F-150 XLT

Cleburne, TX

UnscoredInsufficient · 0
$3,950185,373 mi

Cleburne, TX

2011 Ford Expedition XLT

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

2011 Ford Expedition XLT

Mansfield, TX

UnscoredLimited · 9
$3,995220,309 mi

Comparison: 9 similar vehicles

Mansfield, TX

2011 Subaru Outback 2.5i

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

2011 Subaru Outback 2.5i

Waco, TX

UnscoredInsufficient · 0
$3,995235,520 mi

Waco, TX

2005 Chevrolet Colorado Z85 LS

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

2005 Chevrolet Colorado Z85 LS

Mansfield, TX

Salvage title
$3,995190,465 mi

Mansfield, TX

2005 Subaru Outback I

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

2005 Subaru Outback I

Mansfield, TX

UnscoredInsufficient · 0
$3,995220,275 mi

Mansfield, TX

2008 INFINITI G 35 Journey

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

2008 INFINITI G 35 Journey

Granbury, TX

UnscoredInsufficient · 4
$4,000153,261 mi

Comparison: 4 similar vehicles

Granbury, TX

2004 Honda Accord LX

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

2004 Honda Accord LX

Arlington, TX

UnscoredLimited · 5
$4,250308,588 mi

Comparison: 5 similar vehicles

Arlington, TX

2010 Suzuki SX4 Sport S

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

2010 Suzuki SX4 Sport S

Kennedale, TX

UnscoredInsufficient · 0
$4,399108,435 mi

Kennedale, TX

2016 Dodge Grand Caravan American Value Package

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

2016 Dodge Grand Caravan American Value Package

Mansfield, TX

UnscoredInsufficient · 3
$4,400175,609 mi

Comparison: 3 similar vehicles

Mansfield, TX

2010 Ford Fusion Hybrid

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

2010 Ford Fusion Hybrid

Red Oak, TX

UnscoredInsufficient · 4
$4,477167,659 mi

Comparison: 4 similar vehicles

Red Oak, TX

2016 Nissan Altima S

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

2016 Nissan Altima S

Gatesville, TX

UnscoredModerate · 41
$4,500133,800 mi

Comparison: 41 similar vehicles

Gatesville, TX

2015 Ford Focus SE

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

2015 Ford Focus SE

Fort Worth, TX

Fair PriceLimited · 18
$4,500114,981 mi

Market: $2,500 – $10,590

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 151 days listed (based on current market benchmarks)

Fort Worth, TX

No Photo

2013 Ford Fiesta SE

Alvarado, TX

UnscoredLimited · 7
$4,50096,234 mi

Comparison: 7 similar vehicles

Alvarado, TX

2013 Nissan Versa Sedan SV

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

2013 Nissan Versa Sedan SV

Granbury, TX

UnscoredInsufficient · 3
$4,500146,557 mi

Comparison: 3 similar vehicles

Granbury, TX

No Photo

2013 Hyundai Elantra GLS

Alvarado, TX

UnscoredLimited · 14
$4,500170,231 mi

Comparison: 14 similar vehicles

Alvarado, TX

2011 Acura MDX Technology Package

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

2011 Acura MDX Technology Package

Forest Hill, TX

UnscoredLimited · 7
$4,500202,827 mi

Comparison: 7 similar vehicles

Forest Hill, TX

2008 Mercury Grand Marquis GS

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

2008 Mercury Grand Marquis GS

Burleson, TX

UnscoredInsufficient · 0
$4,50094,500 mi

Burleson, TX

2006 MINI Cooper S

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

2006 MINI Cooper S

Venus, TX

UnscoredInsufficient · 0
$4,500195,459 mi

Venus, TX

No Photo

2015 Chevrolet Equinox LS

Alvarado, TX

UnscoredInsufficient · 3
$4,800127,245 mi

Comparison: 3 similar vehicles

Alvarado, TX

2012 Nissan Murano LE

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

2012 Nissan Murano LE

Waco, TX

UnscoredLimited · 8
$4,800220,966 mi

Comparison: 8 similar vehicles

Waco, TX

2010 Nissan Armada

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

2010 Nissan Armada

Fort Worth, TX

UnscoredInsufficient · 0
$4,899187,247 mi

Fort Worth, TX

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Forest Hill, TX

UnscoredLimited · 7
$4,900168,882 mi

Comparison: 7 similar vehicles

Forest Hill, TX

2016 RAM 1500 Pickup Tradesman

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

2016 RAM 1500 Pickup Tradesman

Granbury, TX

UnscoredLimited · 18
$4,900218,209 mi

Comparison: 18 similar vehicles

Granbury, TX

2008 Audi A4 Base

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

2008 Audi A4 Base

Fort Worth, TX

Salvage title
$4,900121,948 mi

Fort Worth, TX

2009 Chevrolet Silverado 1500 1LT

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

2009 Chevrolet Silverado 1500 1LT

Granbury, TX

UnscoredModerate · 23
$4,920255,000 mi

Comparison: 23 similar vehicles

Granbury, TX

2015 Hyundai Santa Fe Sport

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

2015 Hyundai Santa Fe Sport

Waco, TX

UnscoredModerate · 25
$4,950147,565 mi

Comparison: 25 similar vehicles

Waco, TX

2015 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Waco, TX

UnscoredRobust · 60
$4,950192,037 mi

Comparison: 60 similar vehicles

Waco, TX

2012 Nissan Rogue SV

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

2012 Nissan Rogue SV

Cleburne, TX

UnscoredLimited · 15
$4,950211,741 mi

Comparison: 15 similar vehicles

Cleburne, TX

2016 Dodge Journey SXT

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

2016 Dodge Journey SXT

Waco, TX

UnscoredModerate · 29
$4,995166,272 mi

Comparison: 29 similar vehicles

Waco, TX

2015 Dodge Dart SXT

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

2015 Dodge Dart SXT

Mansfield, TX

UnscoredInsufficient · 3
$4,995155,850 mi

Comparison: 3 similar vehicles

Mansfield, TX

2015 Chevrolet Trax LS

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

2015 Chevrolet Trax LS

Waco, TX

UnscoredLimited · 5
$4,995163,455 mi

Comparison: 5 similar vehicles

Waco, TX

2013 Ford Taurus SE

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

2013 Ford Taurus SE

Mansfield, TX

Salvage title
$4,995109,642 mi

Mansfield, TX

2013 GMC Terrain SLT-1

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

2013 GMC Terrain SLT-1

Waco, TX

UnscoredLimited · 10
$4,995188,271 mi

Comparison: 10 similar vehicles

Waco, TX

2012 Nissan Altima S

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

2012 Nissan Altima S

Waco, TX

Salvage title
$4,995136,761 mi

Waco, TX

2012 Ford Fusion SE

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

2012 Ford Fusion SE

Mansfield, TX

UnscoredLimited · 5
$4,995164,717 mi

Comparison: 5 similar vehicles

Mansfield, TX

2012 Hyundai Tucson GLS

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

2012 Hyundai Tucson GLS

Waco, TX

UnscoredLimited · 9
$4,995140,455 mi

Comparison: 9 similar vehicles

Waco, TX

2011 Nissan Xterra X

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

2011 Nissan Xterra X

Waco, TX

UnscoredInsufficient · 0
$4,995240,735 mi

Waco, TX

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

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 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, and exports.
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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