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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

134 listings found

2014 Ford F-150 XL

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

2014 Ford F-150 XL

Creston, IA

Unscored
$4,850189,633 mi

Comparison: 30 similar vehicles

Creston, IA

2004 Ford Taurus SES

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

2004 Ford Taurus SES

Creston, IA

UnscoredInsufficient · 0
$4,995175,547 mi

Creston, IA

2011 Chevrolet Avalanche LTZ

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

2011 Chevrolet Avalanche LTZ

Creston, IA

Unscored
$5,995229,442 mi

Comparison: 14 similar vehicles

Creston, IA

2007 Chevrolet Malibu LS

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

2007 Chevrolet Malibu LS

Creston, IA

UnscoredInsufficient · 0
$5,995140,660 mi

Creston, IA

2006 Pontiac Montana SV6 Base

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

2006 Pontiac Montana SV6 Base

Creston, IA

UnscoredInsufficient · 0
$5,995151,830 mi

Creston, IA

2003 Ford Focus SE

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

2003 Ford Focus SE

Creston, IA

UnscoredInsufficient · 0
$5,995139,826 mi

Creston, IA

No Photo

2008 GMC Acadia SLE

Creston, IA

UnscoredInsufficient · 0
$6,000134,700 mi

Creston, IA

2014 GMC Sierra 1500 SLT

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

2014 GMC Sierra 1500 SLT

Creston, IA

Unscored
$6,600189,327 mi

Comparison: 57 similar vehicles

Creston, IA

2012 FIAT 500 Pop

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

2012 FIAT 500 Pop

Creston, IA

UnscoredInsufficient · 0
$6,995115,891 mi

Creston, IA

2009 Nissan Sentra S

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

2009 Nissan Sentra S

Creston, IA

Unscored
$6,995171,110 mi

Comparison: 15 similar vehicles

Creston, IA

2008 Chevrolet Cobalt Sport

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

2008 Chevrolet Cobalt Sport

Creston, IA

UnscoredInsufficient · 0
$6,995128,679 mi

Creston, IA

2016 Jeep Renegade Latitude

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

2016 Jeep Renegade Latitude

Creston, IA

Unscored
$7,074182,336 mi

Comparison: 41 similar vehicles

Creston, IA

2013 Chevrolet Sonic LS

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

2013 Chevrolet Sonic LS

Creston, IA

OverpricedLimited · 10
$7,995109,000 mi

Market: $6,910 – $7,090

Comparison: 10 similar vehicles

Priced ~13% above the typical market range for similar vehicles (based on current market benchmarks)

Creston, IA

2012 Chevrolet Silverado 2500HD LT

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

2012 Chevrolet Silverado 2500HD LT

Creston, IA

Unscored
$8,500300,000 mi

Comparison: 34 similar vehicles

Creston, IA

2014 Chevrolet Silverado 1500 LT

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

2014 Chevrolet Silverado 1500 LT

Creston, IA

Unscored
$8,850136,443 mi

Comparison: 129 similar vehicles

Creston, IA

2014 Ford Escape Titanium

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

2014 Ford Escape Titanium

Creston, IA

Fair PriceRobust · 53
$9,500108,117 mi

Market: $3,500 – $12,995

Comparison: 53 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 75 days listed (based on current market benchmarks)

Creston, IA

2018 Ford Escape SE

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

2018 Ford Escape SE

Creston, IA

Unscored
$9,995162,065 mi

Comparison: 94 similar vehicles

Creston, IA

2011 Chevrolet Cruze LS

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

2011 Chevrolet Cruze LS

Creston, IA

UnscoredInsufficient · 0
$9,99576,846 mi

Creston, IA

1994 Chevrolet Camaro

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

1994 Chevrolet Camaro

Creston, IA

UnscoredInsufficient · 0
$9,995145,000 mi

Creston, IA

2007 Chevrolet Colorado LT

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

2007 Chevrolet Colorado LT

Creston, IA

UnscoredInsufficient · 3
$11,99562,430 mi

Comparison: 3 similar vehicles

Creston, IA

2017 Chrysler Pacifica Touring-L Plus

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

2017 Chrysler Pacifica Touring-L Plus

Creston, IA

Fair PriceModerate · 37
$13,074104,977 mi

Market: $6,930 – $19,995

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Creston, IA

2012 RAM 2500 Pickup Laramie

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

2012 RAM 2500 Pickup Laramie

Creston, IA

UnscoredInsufficient · 4
$13,500300,000 mi

Comparison: 4 similar vehicles

Creston, IA

2023 Chevrolet TrailBlazer LT

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

2023 Chevrolet TrailBlazer LT

Creston, IA

Fair PriceRobust · 66
$14,00097,586 mi

Market: $13,800 – $21,982

Comparison: 66 similar vehicles

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

Creston, IA

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

Creston, IA

Unscored
$14,000143,071 mi

Comparison: 246 similar vehicles

Creston, IA

2015 Ford F-350 Super Duty XL

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

2015 Ford F-350 Super Duty XL

Creston, IA

UnscoredInsufficient · 0
$15,000200,100 mi

Creston, IA

2013 Chevrolet Silverado 2500HD LTZ

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

2013 Chevrolet Silverado 2500HD LTZ

Creston, IA

Unscored
$15,000231,206 mi

Comparison: 18 similar vehicles

Creston, IA

2017 Hyundai Tucson Limited

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

2017 Hyundai Tucson Limited

Creston, IA

Fair PriceLimited · 11
$15,14984,200 mi

Market: $9,450 – $15,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Creston, IA

2021 Chevrolet Equinox LT

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

2021 Chevrolet Equinox LT

Creston, IA

Fair PriceRobust · 70
$16,00086,528 mi

Market: $10,200 – $21,995

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 80 days listed (based on current market benchmarks)

Creston, IA

2019 Jeep Cherokee Limited

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

2019 Jeep Cherokee Limited

Creston, IA

Fair PriceRobust · 221
$16,07493,353 mi

Market: $7,990 – $22,900

Comparison: 221 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Creston, IA

2020 Chrysler Pacifica Limited

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

2020 Chrysler Pacifica Limited

Creston, IA

Unscored
$17,650121,070 mi

Comparison: 82 similar vehicles

Creston, IA

2014 Jeep Wrangler Unlimited Sahara

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

2014 Jeep Wrangler Unlimited Sahara

Creston, IA

Fair PriceModerate · 49
$19,05098,008 mi

Market: $9,500 – $21,997

Comparison: 49 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 155 days listed (based on current market benchmarks)

Creston, IA

2017 Chevrolet Silverado 1500 LT Z71

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

2017 Chevrolet Silverado 1500 LT Z71

Creston, IA

Unscored
$19,149133,905 mi

Comparison: 91 similar vehicles

Creston, IA

2011 Ford F-350 Super Duty XLT

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

2011 Ford F-350 Super Duty XLT

Creston, IA

UnscoredInsufficient · 0
$19,50066,190 mi

Creston, IA

2020 Jeep Renegade Altitude

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

2020 Jeep Renegade Altitude

Creston, IA

UnscoredInsufficient · 0
$19,57535,129 mi

Creston, IA

2020 Buick Enclave Essence

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

2020 Buick Enclave Essence

Creston, IA

Fair PriceRobust · 55
$20,07399,782 mi

Market: $11,914 – $21,780

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 461 days listed (based on current market benchmarks)

Creston, IA

2016 Jeep Wrangler Unlimited Sahara

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

2016 Jeep Wrangler Unlimited Sahara

Creston, IA

Fair PriceRobust · 54
$20,14977,613 mi

Market: $13,298 – $21,495

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 108 days listed (based on current market benchmarks)

Creston, IA

2016 Chevrolet Tahoe LTZ

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

2016 Chevrolet Tahoe LTZ

Creston, IA

Unscored
$21,050131,376 mi

Comparison: 56 similar vehicles

Creston, IA

2019 Ford Edge ST

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

2019 Ford Edge ST

Creston, IA

Fair PriceLimited · 11
$21,14768,706 mi

Market: $12,900 – $21,326

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Creston, IA

2021 Jeep Wrangler Unlimited Sahara

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

2021 Jeep Wrangler Unlimited Sahara

Creston, IA

Fair PriceRobust · 64
$22,050102,813 mi

Market: $18,987 – $30,590

Comparison: 64 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 82 days listed (based on current market benchmarks)

Creston, IA

2016 Chevrolet Silverado 1500 LTZ

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

2016 Chevrolet Silverado 1500 LTZ

Creston, IA

Fair PriceRobust · 62
$22,074108,207 mi

Market: $13,950 – $41,959

Comparison: 62 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 6 days listed (based on current market benchmarks)

Creston, IA

2021 Ford Explorer Limited

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

2021 Ford Explorer Limited

Creston, IA

Fair PriceRobust · 92
$22,65094,991 mi

Market: $17,900 – $31,062

Comparison: 92 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Creston, IA

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Creston, IA

Fair PriceRobust · 129
$23,64530,010 mi

Market: $16,950 – $29,049

Comparison: 129 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Creston, IA

2019 RAM 1500 Pickup Big Horn/Lone Star

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

2019 RAM 1500 Pickup Big Horn/Lone Star

Creston, IA

Fair PriceRobust · 199
$23,645114,735 mi

Market: $13,000 – $29,555

Comparison: 199 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Creston, IA

2021 GMC Acadia Denali

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

2021 GMC Acadia Denali

Creston, IA

Fair PriceRobust · 72
$25,05094,489 mi

Market: $15,995 – $27,630

Comparison: 72 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 167 days listed (based on current market benchmarks)

Creston, IA

2017 RAM 1500 Pickup Tradesman

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

2017 RAM 1500 Pickup Tradesman

Creston, IA

UnscoredInsufficient · 0
$25,07439,998 mi

Creston, IA

2024 GMC Terrain SLT

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

2024 GMC Terrain SLT

Creston, IA

Fair PriceRobust · 70
$25,14950,797 mi

Market: $21,613 – $29,187

Comparison: 70 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 101 days listed (based on current market benchmarks)

Creston, IA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Creston, IA

Fair PriceRobust · 1395
$25,240Mileage not verified

Market: $21,721 – $31,089

Comparison: 1395 similar vehicles

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

Creston, IA

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Creston, IA

Fair PriceRobust · 456
$26,500Mileage not verified

Market: $21,734 – $32,042

Comparison: 456 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Creston, IA

2023 Ford Escape ST-Line Select

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

2023 Ford Escape ST-Line Select

Creston, IA

Unscored
$27,65021,925 mi

Comparison: 7 similar vehicles

Creston, IA

2022 Chevrolet Silverado 1500 LT

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

2022 Chevrolet Silverado 1500 LT

Creston, IA

Fair PriceRobust · 152
$27,65099,209 mi

Market: $17,900 – $35,590

Comparison: 152 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 194 days listed (based on current market benchmarks)

Creston, IA

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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