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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 31, 2026

6.1M+

Unique vehicles analyzed

as of October 31, 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

775 listings found

2011 Buick Enclave CXL-2

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

2011 Buick Enclave CXL-2

Crestview, FL

Unscored
$8,99091,355 mi

Comparison: 8 similar vehicles

Crestview, FL

2018 GMC Terrain SLE

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

2018 GMC Terrain SLE

Crestview, FL

UnscoredInsufficient · 4
$9,290170,517 mi

Comparison: 4 similar vehicles

Crestview, FL

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Crestview, FL

UnscoredInsufficient · 0
$10,985113,341 mi

Crestview, FL

2018 Ford Explorer Limited

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

2018 Ford Explorer Limited

Crestview, FL

Unscored
$10,990167,373 mi

Comparison: 18 similar vehicles

Crestview, FL

2016 GMC Sierra 1500 Base

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

2016 GMC Sierra 1500 Base

Crestview, FL

Unscored
$11,496140,674 mi

Comparison: 20 similar vehicles

Crestview, FL

2019 Ford Fusion SE

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

2019 Ford Fusion SE

Crestview, FL

Fair PriceModerate · 22
$12,49097,653 mi

Market: $6,980 – $15,095

Comparison: 22 similar vehicles

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

Crestview, FL

2018 Jeep Grand Cherokee Trailhawk

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

2018 Jeep Grand Cherokee Trailhawk

Crestview, FL

Unscored
$12,990152,995 mi

Comparison: 7 similar vehicles

Crestview, FL

2017 Toyota Camry SE

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

2017 Toyota Camry SE

Crestview, FL

Unscored
$12,990157,955 mi

Comparison: 6 similar vehicles

Crestview, FL

2019 Volkswagen Jetta S

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

2019 Volkswagen Jetta S

Crestview, FL

Fair PriceLimited · 11
$13,98585,910 mi

Market: $4,500 – $15,295

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

Crestview, FL

2020 Dodge Journey SE

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

2020 Dodge Journey SE

Crestview, FL

Fair PriceLimited · 12
$13,99087,928 mi

Market: $12,500 – $16,500

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Crestview, FL

2017 BMW 5 Series 530i

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

2017 BMW 5 Series 530i

Crestview, FL

UnscoredInsufficient · 0
$13,990100,349 mi

Crestview, FL

2019 BMW X3 30i

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

2019 BMW X3 30i

Crestview, FL

Fair PriceModerate · 20
$14,190107,682 mi

Market: $13,723 – $22,998

Comparison: 20 similar vehicles

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

Crestview, FL

2015 Lexus GS 350

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

2015 Lexus GS 350

Crestview, FL

Unscored
$14,645156,030 mi

Comparison: 13 similar vehicles

Crestview, FL

2021 Nissan NV200 SV

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

2021 Nissan NV200 SV

Crestview, FL

UnscoredInsufficient · 0
$14,990101,689 mi

Crestview, FL

2017 Jeep Grand Cherokee Limited

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

2017 Jeep Grand Cherokee Limited

Crestview, FL

Fair PriceLimited · 14
$14,99086,447 mi

Market: $10,995 – $15,872

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 116 days listed (based on current market benchmarks)

Crestview, FL

2018 Nissan Rogue SL

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

2018 Nissan Rogue SL

Crestview, FL

Fair PriceLimited · 16
$15,90088,632 mi

Market: $6,415 – $17,999

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Crestview, FL

2019 MINI Convertible Base

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

2019 MINI Convertible Base

Crestview, FL

UnscoredInsufficient · 0
$15,98558,328 mi

Crestview, FL

2011 Toyota 4Runner Limited

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

2011 Toyota 4Runner Limited

Crestview, FL

UnscoredInsufficient · 0
$15,990168,010 mi

Crestview, FL

2024 Nissan Versa Sedan S

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

2024 Nissan Versa Sedan S

Crestview, FL

UnscoredInsufficient · 0
$16,59041,989 mi

Crestview, FL

2021 Ford EcoSport S

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

2021 Ford EcoSport S

Crestview, FL

UnscoredInsufficient · 0
$16,9905,263 mi

Crestview, FL

2015 Chevrolet Silverado 1500 LT

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

2015 Chevrolet Silverado 1500 LT

Crestview, FL

UnscoredInsufficient · 4
$17,270142,130 mi

Comparison: 4 similar vehicles

Crestview, FL

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Crestview, FL

UnscoredInsufficient · 4
$17,52593,265 mi

Comparison: 4 similar vehicles

Crestview, FL

2017 Subaru Outback Touring

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

2017 Subaru Outback Touring

Crestview, FL

UnscoredInsufficient · 0
$17,745100,304 mi

Crestview, FL

2018 Chevrolet Suburban Premier

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

2018 Chevrolet Suburban Premier

Crestview, FL

Unscored
$17,990158,328 mi

Comparison: 11 similar vehicles

Crestview, FL

2019 Subaru Ascent Touring

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

2019 Subaru Ascent Touring

Crestview, FL

Unscored
$18,365105,705 mi

Comparison: 5 similar vehicles

Crestview, FL

2018 Toyota RAV4 LE

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

2018 Toyota RAV4 LE

Crestview, FL

UnscoredInsufficient · 3
$18,42297,148 mi

Comparison: 3 similar vehicles

Crestview, FL

2021 Ford Ranger XL

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

2021 Ford Ranger XL

Crestview, FL

Unscored
$18,990136,576 mi

Comparison: 13 similar vehicles

Crestview, FL

2021 Nissan Rogue S

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

2021 Nissan Rogue S

Crestview, FL

OverpricedLimited · 14
$18,99066,165 mi

Market: $15,996 – $17,525

Comparison: 14 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Crestview, FL

2016 Honda CR-V EX-L

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

2016 Honda CR-V EX-L

Crestview, FL

UnscoredInsufficient · 4
$18,99086,156 mi

Comparison: 4 similar vehicles

Crestview, FL

2023 Nissan Rogue SV

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

2023 Nissan Rogue SV

Crestview, FL

UnscoredInsufficient · 4
$19,29050,192 mi

Comparison: 4 similar vehicles

Crestview, FL

2022 Chrysler Pacifica Touring L

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

2022 Chrysler Pacifica Touring L

Crestview, FL

Fair PriceModerate · 44
$19,77386,555 mi

Market: $14,895 – $25,575

Comparison: 44 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Crestview, FL

2024 Chevrolet Equinox LT

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

2024 Chevrolet Equinox LT

Crestview, FL

Unscored
$19,78350,577 mi

Comparison: 13 similar vehicles

Crestview, FL

2022 Hyundai Tucson SEL

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

2022 Hyundai Tucson SEL

Crestview, FL

OverpricedLimited · 14
$19,82582,987 mi

Market: $16,848 – $18,381

Comparison: 14 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Crestview, FL

2017 Ford F-150 XLT

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

2017 Ford F-150 XLT

Crestview, FL

Unscored
$19,905132,199 mi

Comparison: 15 similar vehicles

Crestview, FL

2019 RAM 1500 Classic Big Horn

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

2019 RAM 1500 Classic Big Horn

Crestview, FL

Fair PriceModerate · 33
$19,972117,390 mi

Market: $13,999 – $29,424

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Crestview, FL

2022 Volkswagen Taos SE

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

2022 Volkswagen Taos SE

Crestview, FL

OverpricedLimited · 12
$19,98561,346 mi

Market: $14,992 – $19,124

Comparison: 12 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

Crestview, FL

2021 Honda Pilot EX-L

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

2021 Honda Pilot EX-L

Crestview, FL

Unscored
$19,990117,959 mi

Comparison: 28 similar vehicles

Crestview, FL

2015 GMC Sierra 1500 SLT

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

2015 GMC Sierra 1500 SLT

Crestview, FL

Unscored
$19,990143,948 mi

Comparison: 15 similar vehicles

Crestview, FL

2022 Chevrolet Malibu 1LT

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

2022 Chevrolet Malibu 1LT

Crestview, FL

UnscoredInsufficient · 0
$19,99841,475 mi

Crestview, FL

2023 Kia Forte LXS

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

2023 Kia Forte LXS

Crestview, FL

Unscored
$20,40134,085 mi

Comparison: 8 similar vehicles

Crestview, FL

2023 Kia K5 GT-Line

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

2023 Kia K5 GT-Line

Crestview, FL

Fair PriceLimited · 19
$20,418118,138 mi

Market: $18,897 – $28,193

Comparison: 19 similar vehicles

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

Crestview, FL

2024 Dodge Hornet GT

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

2024 Dodge Hornet GT

Crestview, FL

UnscoredInsufficient · 4
$20,49038,772 mi

Comparison: 4 similar vehicles

Crestview, FL

2018 Toyota RAV4 SE

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

2018 Toyota RAV4 SE

Crestview, FL

UnscoredInsufficient · 3
$20,57297,520 mi

Comparison: 3 similar vehicles

Crestview, FL

2017 GMC Canyon SLT

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

2017 GMC Canyon SLT

Crestview, FL

OverpricedLimited · 12
$20,69094,842 mi

Market: $16,481 – $16,906

Comparison: 12 similar vehicles

Priced ~22% above the typical market range for similar vehicles (based on current market benchmarks)

Crestview, FL

2019 Lincoln Nautilus Reserve

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

2019 Lincoln Nautilus Reserve

Crestview, FL

UnscoredInsufficient · 0
$20,79053,770 mi

Crestview, FL

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Crestview, FL

Fair PriceLimited · 17
$20,81951,300 mi

Market: $20,198 – $22,597

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

Crestview, FL

2022 Nissan Rogue SL

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

2022 Nissan Rogue SL

Crestview, FL

Fair PriceLimited · 10
$20,90072,842 mi

Market: $19,793 – $24,424

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Crestview, FL

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Crestview, FL

UnscoredInsufficient · 3
$20,97342,020 mi

Comparison: 3 similar vehicles

Crestview, FL

2023 Chrysler Pacifica Touring L

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

2023 Chrysler Pacifica Touring L

Crestview, FL

OverpricedLimited · 15
$20,99079,444 mi

Market: $17,898 – $19,188

Comparison: 15 similar vehicles

Priced ~9% above the typical market range for similar vehicles (based on current market benchmarks)

Crestview, FL

2023 GMC Terrain SLE

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

2023 GMC Terrain SLE

Crestview, FL

UnscoredInsufficient · 3
$20,99078,596 mi

Comparison: 3 similar vehicles

Crestview, FL

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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