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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 · November 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

1,440 listings found

2013 Dodge Dart Limited

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

2013 Dodge Dart Limited

Angleton, TX

UnscoredInsufficient · 0
$3,50037,444 mi

Angleton, TX

2012 Ford Escape XLT

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

2012 Ford Escape XLT

Angleton, TX

UnscoredInsufficient · 4
$4,500147,498 mi

Comparison: 4 similar vehicles

Angleton, TX

2002 Chevrolet TrailBlazer LTZ

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

2002 Chevrolet TrailBlazer LTZ

Angleton, TX

UnscoredInsufficient · 0
$4,995220,632 mi

Angleton, TX

2013 Chevrolet Equinox LS

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

2013 Chevrolet Equinox LS

Angleton, TX

Unscored
$6,995121,445 mi

Comparison: 8 similar vehicles

Angleton, TX

2019 Chevrolet Equinox LT

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

2019 Chevrolet Equinox LT

Angleton, TX

Unscored
$7,000147,542 mi

Comparison: 32 similar vehicles

Angleton, TX

2019 Buick Encore Preferred

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

2019 Buick Encore Preferred

Angleton, TX

Great DealModerate · 46
$7,00093,556 mi

Market: $7,995 – $17,727

Comparison: 46 similar vehicles

Competitively priced ~12% below the typical range compared to similar vehicles · 2 days listed (based on current market benchmarks)

Angleton, TX

2014 Chevrolet Sonic LT

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

2014 Chevrolet Sonic LT

Angleton, TX

Unscored
$7,995149,719 mi

Comparison: 14 similar vehicles

Angleton, TX

2009 INFINITI G Sedan 37x

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

2009 INFINITI G Sedan 37x

Angleton, TX

UnscoredInsufficient · 0
$7,995178,000 mi

Angleton, TX

2008 Dodge Nitro SLT

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

2008 Dodge Nitro SLT

Angleton, TX

UnscoredInsufficient · 0
$7,995184,853 mi

Angleton, TX

2007 Ford Expedition Eddie Bauer

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

2007 Ford Expedition Eddie Bauer

Angleton, TX

UnscoredInsufficient · 3
$7,995211,062 mi

Comparison: 3 similar vehicles

Angleton, TX

2005 Nissan Xterra SE

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

2005 Nissan Xterra SE

Angleton, TX

UnscoredInsufficient · 0
$7,995165,897 mi

Angleton, TX

2008 Ford F-150 XLT

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

2008 Ford F-150 XLT

Angleton, TX

UnscoredInsufficient · 4
$8,000115,909 mi

Comparison: 4 similar vehicles

Angleton, TX

2012 Chevrolet Malibu 1LT

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

2012 Chevrolet Malibu 1LT

Angleton, TX

UnscoredInsufficient · 4
$8,995147,164 mi

Comparison: 4 similar vehicles

Angleton, TX

2009 Ford Expedition Eddie Bauer

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

2009 Ford Expedition Eddie Bauer

Angleton, TX

UnscoredInsufficient · 3
$8,995188,971 mi

Comparison: 3 similar vehicles

Angleton, TX

2005 Ford Crown Victoria LX

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

2005 Ford Crown Victoria LX

Angleton, TX

UnscoredInsufficient · 0
$8,995172,101 mi

Angleton, TX

2018 Chevrolet Equinox LT

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

2018 Chevrolet Equinox LT

Angleton, TX

UnscoredInsufficient · 0
$8,999172 mi

Angleton, TX

2014 Chevrolet Tahoe LTZ

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

2014 Chevrolet Tahoe LTZ

Angleton, TX

Unscored
$9,000147,238 mi

Comparison: 8 similar vehicles

Angleton, TX

2014 Ford F-150 XLT

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

2014 Ford F-150 XLT

Angleton, TX

Unscored
$9,500168,782 mi

Comparison: 27 similar vehicles

Angleton, TX

2016 Ford Explorer Sport

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

2016 Ford Explorer Sport

Angleton, TX

Fair PriceModerate · 22
$9,995Mileage not verified

Market: $9,702 – $17,500

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Angleton, TX

2012 Honda Odyssey Touring

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

2012 Honda Odyssey Touring

Angleton, TX

Unscored
$9,995Mileage not verified

Comparison: 8 similar vehicles

Angleton, TX

2011 Chevrolet Equinox LS

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

2011 Chevrolet Equinox LS

Angleton, TX

UnscoredInsufficient · 3
$9,995140,650 mi

Comparison: 3 similar vehicles

Angleton, TX

2009 Ford F-150 Lariat

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

2009 Ford F-150 Lariat

Angleton, TX

Unscored
$10,000117,668 mi

Comparison: 8 similar vehicles

Angleton, TX

2016 Ford F-150 XLT

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

2016 Ford F-150 XLT

Angleton, TX

Unscored
$10,500180,215 mi

Comparison: 52 similar vehicles

Angleton, TX

2015 Ford F-150 XLT

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

2015 Ford F-150 XLT

Angleton, TX

Unscored
$10,500173,161 mi

Comparison: 46 similar vehicles

Angleton, TX

2018 Ford Escape SE

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

2018 Ford Escape SE

Angleton, TX

Unscored
$10,995137,216 mi

Comparison: 34 similar vehicles

Angleton, TX

2008 Chevrolet Suburban LS

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

2008 Chevrolet Suburban LS

Angleton, TX

Unscored
$10,995184,608 mi

Comparison: 10 similar vehicles

Angleton, TX

2018 Ford Fusion SE

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

2018 Ford Fusion SE

Angleton, TX

Unscored
$10,999137,986 mi

Comparison: 28 similar vehicles

Angleton, TX

2016 Honda Pilot EX

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

2016 Honda Pilot EX

Angleton, TX

Unscored
$10,999156,326 mi

Comparison: 6 similar vehicles

Angleton, TX

2015 Ford Edge Titanium

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

2015 Ford Edge Titanium

Angleton, TX

Unscored
$11,491116,976 mi

Comparison: 6 similar vehicles

Angleton, TX

2014 Dodge Durango SXT

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

2014 Dodge Durango SXT

Angleton, TX

UnscoredInsufficient · 4
$11,995180,600 mi

Comparison: 4 similar vehicles

Angleton, TX

2017 RAM 1500 Outdoorsman

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

2017 RAM 1500 Outdoorsman

Angleton, TX

UnscoredInsufficient · 0
$12,50090,596 mi

Angleton, TX

2014 Chevrolet Silverado 2500HD LT

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

2014 Chevrolet Silverado 2500HD LT

Angleton, TX

UnscoredInsufficient · 4
$12,500189,562 mi

Comparison: 4 similar vehicles

Angleton, TX

2012 Ford F-250 Super Duty XL

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

2012 Ford F-250 Super Duty XL

Angleton, TX

Unscored
$12,500187,018 mi

Comparison: 9 similar vehicles

Angleton, TX

2018 Hyundai Sonata SE

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

2018 Hyundai Sonata SE

Angleton, TX

OverpricedLimited · 14
$12,995123,660 mi

Market: $6,995 – $12,154

Comparison: 14 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Angleton, TX

2013 Honda Pilot EX-L

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

2013 Honda Pilot EX-L

Angleton, TX

Unscored
$12,995141,119 mi

Comparison: 9 similar vehicles

Angleton, TX

2011 Ford F-150 XLT

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

2011 Ford F-150 XLT

Angleton, TX

Unscored
$12,995185,511 mi

Comparison: 11 similar vehicles

Angleton, TX

2006 Nissan Altima SE-R

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

2006 Nissan Altima SE-R

Angleton, TX

UnscoredInsufficient · 0
$12,99588,100 mi

Angleton, TX

2013 Ford F-150 Lariat

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

2013 Ford F-150 Lariat

Angleton, TX

UnscoredInsufficient · 4
$13,000167,807 mi

Comparison: 4 similar vehicles

Angleton, TX

2018 RAM 2500 Pickup Tradesman

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

2018 RAM 2500 Pickup Tradesman

Angleton, TX

Unscored
$13,500177,602 mi

Comparison: 17 similar vehicles

Angleton, TX

2009 Ford F-250 Super Duty Lariat

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

2009 Ford F-250 Super Duty Lariat

Angleton, TX

UnscoredInsufficient · 4
$13,500136,655 mi

Comparison: 4 similar vehicles

Angleton, TX

2011 Chevrolet Suburban LT

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

2011 Chevrolet Suburban LT

Angleton, TX

UnscoredInsufficient · 3
$13,995171,158 mi

Comparison: 3 similar vehicles

Angleton, TX

2014 Ford Explorer XLT

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

2014 Ford Explorer XLT

Angleton, TX

OverpricedLimited · 14
$14,995147,012 mi

Market: $4,995 – $10,995

Comparison: 14 similar vehicles

Priced ~36% above the typical market range for similar vehicles (based on current market benchmarks)

Angleton, TX

2014 Honda CR-V EX-L

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

2014 Honda CR-V EX-L

Angleton, TX

Fair PriceLimited · 19
$15,220104,537 mi

Market: $8,995 – $18,699

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Angleton, TX

2019 Ford Explorer XLT

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

2019 Ford Explorer XLT

Angleton, TX

Fair PriceLimited · 10
$15,519108,192 mi

Market: $13,995 – $18,668

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Angleton, TX

2021 Toyota Corolla LE

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

2021 Toyota Corolla LE

Angleton, TX

Fair PriceRobust · 62
$15,81994,728 mi

Market: $11,638 – $21,990

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Angleton, TX

2022 Chevrolet Colorado LT

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

2022 Chevrolet Colorado LT

Angleton, TX

Fair PriceModerate · 20
$15,83381,348 mi

Market: $14,220 – $25,997

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Angleton, TX

2012 Ford F-150 FX2

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

2012 Ford F-150 FX2

Angleton, TX

Unscored
$15,995188,646 mi

Comparison: 6 similar vehicles

Angleton, TX

2021 Nissan Altima SR

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

2021 Nissan Altima SR

Angleton, TX

Fair PriceModerate · 27
$16,99483,239 mi

Market: $10,495 – $23,495

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Angleton, TX

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Angleton, TX

Fair PriceModerate · 27
$17,49174,433 mi

Market: $12,925 – $24,495

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Angleton, TX

2019 Chevrolet Traverse RS

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

2019 Chevrolet Traverse RS

Angleton, TX

Unscored
$17,879103,896 mi

Comparison: 5 similar vehicles

Angleton, 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.
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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