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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

89 listings found

2012 Chevrolet Impala LS

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

2012 Chevrolet Impala LS

Enid, OK

UnscoredInsufficient · 0
$6,000173,970 mi

Enid, OK

2013 Chevrolet Malibu 1LT

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

2013 Chevrolet Malibu 1LT

Alva, OK

UnscoredInsufficient · 0
$6,975128,790 mi

Alva, OK

2010 Jaguar XF Base

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

2010 Jaguar XF Base

Enid, OK

UnscoredInsufficient · 0
$7,000145,902 mi

Enid, OK

2016 Chevrolet Cruze Limited 1LT

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

2016 Chevrolet Cruze Limited 1LT

Alva, OK

Fair PriceLimited · 18
$9,875112,443 mi

Market: $4,010 – $18,999

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 632 days listed (based on current market benchmarks)

Alva, OK

2017 Honda Accord Hybrid Touring

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

2017 Honda Accord Hybrid Touring

Enid, OK

UnscoredInsufficient · 0
$10,000200,500 mi

Enid, OK

2014 Buick LaCrosse Leather

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

2014 Buick LaCrosse Leather

Woodward, OK

Unscored
$11,410103,898 mi

Comparison: 7 similar vehicles

Woodward, OK

2016 Chrysler 200 S

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

2016 Chrysler 200 S

Woodward, OK

UnscoredInsufficient · 3
$11,85094,276 mi

Comparison: 3 similar vehicles

Woodward, OK

2021 Kia Forte LXS

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

2021 Kia Forte LXS

Enid, OK

Unscored
$12,48798,988 mi

Comparison: 8 similar vehicles

Enid, OK

2018 Nissan Altima SR

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

2018 Nissan Altima SR

Enid, OK

Unscored
$13,86698,663 mi

Comparison: 5 similar vehicles

Enid, OK

2020 Nissan Sentra SV

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

2020 Nissan Sentra SV

Enid, OK

Fair PriceModerate · 32
$14,57696,322 mi

Market: $9,988 – $16,800

Comparison: 32 similar vehicles

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

Enid, OK

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Enid, OK

Fair PriceModerate · 27
$14,90075,547 mi

Market: $8,890 – $21,999

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 45 days listed (based on current market benchmarks)

Enid, OK

2019 Chevrolet Malibu 1LT

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

2019 Chevrolet Malibu 1LT

Woodward, OK

Fair PriceLimited · 18
$14,90085,343 mi

Market: $7,500 – $15,995

Comparison: 18 similar vehicles

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

Woodward, OK

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Alva, OK

Salvage title
$14,99592,809 mi

Alva, OK

2022 Volkswagen Jetta S

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

2022 Volkswagen Jetta S

Woodward, OK

UnscoredInsufficient · 3
$15,28781,144 mi

Comparison: 3 similar vehicles

Woodward, OK

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Woodward, OK

Unscored
$15,98775,621 mi

Comparison: 6 similar vehicles

Woodward, OK

2021 Nissan Altima SV

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

2021 Nissan Altima SV

Kingfisher, OK

UnscoredInsufficient · 3
$16,58992,528 mi

Comparison: 3 similar vehicles

Kingfisher, OK

2020 Nissan Sentra SV

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

2020 Nissan Sentra SV

Enid, OK

OverpricedModerate · 32
$16,80064,139 mi

Market: $9,988 – $15,998

Comparison: 32 similar vehicles

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

Enid, OK

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

Woodward, OK

Unscored
$16,924110,969 mi

Comparison: 21 similar vehicles

Woodward, OK

2022 Nissan Altima SV

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

2022 Nissan Altima SV

Enid, OK

Fair PriceLimited · 14
$16,93594,310 mi

Market: $14,599 – $20,595

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Enid, OK

2013 Honda Accord EX-L V6

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

2013 Honda Accord EX-L V6

Enid, OK

UnscoredInsufficient · 0
$16,99033,145 mi

Enid, OK

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Woodward, OK

Unscored
$17,274Mileage not verified

Comparison: 6 similar vehicles

Woodward, OK

2022 Volkswagen Jetta S

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

2022 Volkswagen Jetta S

Woodward, OK

UnscoredInsufficient · 0
$17,48848,259 mi

Woodward, OK

2022 Nissan Sentra SV

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

2022 Nissan Sentra SV

Woodward, OK

UnscoredInsufficient · 0
$17,49652,341 mi

Woodward, OK

2024 Chevrolet Malibu 1FL

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

2024 Chevrolet Malibu 1FL

Woodward, OK

Unscored
$17,49799,223 mi

Comparison: 20 similar vehicles

Woodward, OK

2022 Nissan Altima SV

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

2022 Nissan Altima SV

Enid, OK

Fair PriceLimited · 14
$17,97680,669 mi

Market: $14,599 – $20,595

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 212 days listed (based on current market benchmarks)

Enid, OK

2025 Nissan Versa Sedan SV

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

2025 Nissan Versa Sedan SV

Woodward, OK

OverpricedLimited · 12
$17,99836,786 mi

Market: $14,996 – $17,900

Comparison: 12 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Woodward, OK

2023 Nissan Altima S

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

2023 Nissan Altima S

Enid, OK

Fair PriceLimited · 13
$18,47170,811 mi

Market: $6,500 – $24,950

Comparison: 13 similar vehicles

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

Enid, OK

2020 Dodge Charger SXT

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

2020 Dodge Charger SXT

Enid, OK

Fair PriceLimited · 13
$18,90073,992 mi

Market: $11,699 – $23,995

Comparison: 13 similar vehicles

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

Enid, OK

2023 Nissan Altima S

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

2023 Nissan Altima S

Enid, OK

Fair PriceLimited · 13
$18,90761,917 mi

Market: $6,500 – $24,950

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Enid, OK

2018 Lincoln MKZ Reserve

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

2018 Lincoln MKZ Reserve

Alva, OK

UnscoredInsufficient · 0
$18,93946,657 mi

Alva, OK

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Enid, OK

UnscoredInsufficient · 3
$19,48746,701 mi

Comparison: 3 similar vehicles

Enid, OK

2024 Hyundai Elantra SEL

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

2024 Hyundai Elantra SEL

Enid, OK

UnscoredInsufficient · 0
$19,56662,676 mi

Enid, OK

2022 Nissan Sentra SR

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

2022 Nissan Sentra SR

Enid, OK

UnscoredInsufficient · 0
$19,93248,782 mi

Enid, OK

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Woodward, OK

Fair PriceRobust · 58
$19,94959,544 mi

Market: $17,165 – $25,220

Comparison: 58 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Woodward, OK

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Enid, OK

Fair PriceModerate · 42
$19,98754,645 mi

Market: $17,129 – $24,888

Comparison: 42 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 158 days listed (based on current market benchmarks)

Enid, OK

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Enid, OK

Fair PriceRobust · 139
$20,28749,530 mi

Market: $17,540 – $26,950

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 123 days listed (based on current market benchmarks)

Enid, OK

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Enid, OK

Fair PriceRobust · 151
$20,48740,996 mi

Market: $17,879 – $24,220

Comparison: 151 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Enid, OK

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Enid, OK

UnscoredInsufficient · 3
$20,84448,689 mi

Comparison: 3 similar vehicles

Enid, OK

2025 Nissan Sentra S

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

2025 Nissan Sentra S

Enid, OK

UnscoredInsufficient · 4
$20,88430,360 mi

Comparison: 4 similar vehicles

Enid, OK

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Woodward, OK

Fair PriceRobust · 96
$20,99849,639 mi

Market: $18,094 – $26,950

Comparison: 96 similar vehicles

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

Woodward, OK

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Enid, OK

UnscoredInsufficient · 3
$21,18749,678 mi

Comparison: 3 similar vehicles

Enid, OK

2022 Nissan Altima SR

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

2022 Nissan Altima SR

Enid, OK

Unscored
$21,25348,081 mi

Comparison: 5 similar vehicles

Enid, OK

2025 Kia K4 LXS

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

2025 Kia K4 LXS

Enid, OK

Fair PriceLimited · 11
$21,38723,880 mi

Market: $20,900 – $23,495

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 144 days listed (based on current market benchmarks)

Enid, OK

2021 Nissan Altima SV

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

2021 Nissan Altima SV

Enid, OK

UnscoredInsufficient · 0
$21,65613,793 mi

Enid, OK

2024 Nissan Sentra SR

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

2024 Nissan Sentra SR

Enid, OK

UnscoredInsufficient · 3
$21,79528,321 mi

Comparison: 3 similar vehicles

Enid, OK

2025 Hyundai Elantra SEL

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

2025 Hyundai Elantra SEL

Woodward, OK

Fair PriceRobust · 59
$21,84933,850 mi

Market: $19,199 – $23,995

Comparison: 59 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

Woodward, OK

2024 Chevrolet Malibu 1LT

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

2024 Chevrolet Malibu 1LT

Fairview, OK

Fair PriceLimited · 16
$21,99031,706 mi

Market: $19,810 – $26,950

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 403 days listed (based on current market benchmarks)

Fairview, OK

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Woodward, OK

Fair PriceRobust · 84
$22,00027,504 mi

Market: $17,999 – $28,205

Comparison: 84 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Woodward, OK

2025 Nissan Sentra SV

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

2025 Nissan Sentra SV

Enid, OK

Fair PriceModerate · 20
$22,09111,488 mi

Market: $12,995 – $23,294

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 69 days listed (based on current market benchmarks)

Enid, OK

2023 Hyundai Sonata SEL Plus

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

2023 Hyundai Sonata SEL Plus

Enid, OK

UnscoredInsufficient · 0
$22,48746,056 mi

Enid, OK

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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