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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 23, 2026

6M+

Unique vehicles analyzed

as of October 22, 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

46 listings found

2009 Ford Focus SE

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

2009 Ford Focus SE

Mansfield, AR

Salvage title
$2,000177,175 mi

Mansfield, AR

2011 Hyundai Accent GLS

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

2011 Hyundai Accent GLS

Mena, AR

UnscoredInsufficient · 0
$3,895207,002 mi

Mena, AR

2013 Buick LaCrosse Leather

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

2013 Buick LaCrosse Leather

Nashville, AR

UnscoredLimited · 6
$6,125141,636 mi

Comparison: 6 similar vehicles

Nashville, AR

2009 Lexus ES 350

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

2009 Lexus ES 350

Mansfield, AR

UnscoredInsufficient · 4
$6,500280,113 mi

Comparison: 4 similar vehicles

Mansfield, AR

2019 Nissan Versa Sedan SV

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

2019 Nissan Versa Sedan SV

De Queen, AR

Fair PriceLimited · 11
$6,900115,479 mi

Market: $5,900 – $9,999

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

De Queen, AR

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

Greenwood, AR

UnscoredLimited · 14
$6,995161,554 mi

Comparison: 14 similar vehicles

Greenwood, AR

2013 Nissan Altima Sedan SL

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

2013 Nissan Altima Sedan SL

Mena, AR

UnscoredLimited · 5
$7,884156,646 mi

Comparison: 5 similar vehicles

Mena, AR

2013 Kia Optima LX

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

2013 Kia Optima LX

Mena, AR

UnscoredModerate · 24
$7,960128,674 mi

Comparison: 24 similar vehicles

Mena, AR

2016 Nissan Sentra SV

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

2016 Nissan Sentra SV

Greenwood, AR

UnscoredLimited · 15
$7,995136,789 mi

Comparison: 15 similar vehicles

Greenwood, AR

2012 Nissan Altima S

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

2012 Nissan Altima S

Greenwood, AR

UnscoredLimited · 13
$7,995141,718 mi

Comparison: 13 similar vehicles

Greenwood, AR

2007 Toyota Corolla S

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

2007 Toyota Corolla S

Greenwood, AR

UnscoredInsufficient · 0
$7,995186,634 mi

Greenwood, AR

2014 Dodge Charger SE

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

2014 Dodge Charger SE

Nashville, AR

UnscoredLimited · 9
$8,255122,486 mi

Comparison: 9 similar vehicles

Nashville, AR

2013 Toyota Corolla LE

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

2013 Toyota Corolla LE

De Queen, AR

UnscoredLimited · 14
$8,900159,022 mi

Comparison: 14 similar vehicles

De Queen, AR

2012 Acura TSX Special Edition

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

2012 Acura TSX Special Edition

De Queen, AR

UnscoredInsufficient · 0
$8,900122,829 mi

De Queen, AR

2012 Ford Taurus SEL

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

2012 Ford Taurus SEL

Greenwood, AR

UnscoredInsufficient · 0
$8,995126,765 mi

Greenwood, AR

2013 Chrysler 300 C

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

2013 Chrysler 300 C

Mena, AR

UnscoredInsufficient · 3
$9,761142,877 mi

Comparison: 3 similar vehicles

Mena, AR

2016 Chevrolet Cruze LT

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

2016 Chevrolet Cruze LT

De Queen, AR

UnscoredLimited · 17
$9,900126,106 mi

Comparison: 17 similar vehicles

De Queen, AR

2016 Honda Accord EX

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

2016 Honda Accord EX

Greenwood, AR

UnscoredLimited · 5
$9,995185,000 mi

Comparison: 5 similar vehicles

Greenwood, AR

2016 Hyundai Sonata SE

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

2016 Hyundai Sonata SE

De Queen, AR

Fair PriceModerate · 23
$10,900103,803 mi

Market: $4,450 – $16,995

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

De Queen, AR

2015 BMW 3 Series 320i

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

2015 BMW 3 Series 320i

Mena, AR

UnscoredLimited · 7
$10,980102,075 mi

Comparison: 7 similar vehicles

Mena, AR

2017 Chevrolet Malibu 1LT

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

2017 Chevrolet Malibu 1LT

Greenwood, AR

Fair PriceModerate · 31
$10,995100,061 mi

Market: $3,900 – $16,584

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 37 days listed (based on current market benchmarks)

Greenwood, AR

2014 BMW 5 Series 535i

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

2014 BMW 5 Series 535i

Amity, AR

UnscoredInsufficient · 0
$12,25087,384 mi

Amity, AR

2012 Toyota Camry SE

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

2012 Toyota Camry SE

Broken Bow, OK

Fair PriceModerate · 46
$12,90099,773 mi

Market: $5,500 – $13,995

Comparison: 46 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 105 days listed (based on current market benchmarks)

Broken Bow, OK

2018 Chevrolet Malibu 1LT

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

2018 Chevrolet Malibu 1LT

De Queen, AR

UnscoredRobust · 90
$13,900120,828 mi

Comparison: 90 similar vehicles

De Queen, AR

2017 Honda Accord EX-L

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

2017 Honda Accord EX-L

De Queen, AR

UnscoredModerate · 35
$13,900156,026 mi

Comparison: 35 similar vehicles

De Queen, AR

2014 Jaguar XJ Base

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

2014 Jaguar XJ Base

Amity, AR

UnscoredInsufficient · 0
$13,90050,338 mi

Amity, AR

2023 Chevrolet Malibu 1LT

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

2023 Chevrolet Malibu 1LT

Wister, OK

UnscoredInsufficient · 4
$13,980106,928 mi

Comparison: 4 similar vehicles

Wister, OK

2022 Toyota Corolla LE

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

2022 Toyota Corolla LE

De Queen, AR

Fair PriceRobust · 56
$16,62497,750 mi

Market: $11,000 – $21,945

Comparison: 56 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

De Queen, AR

2021 Honda Accord LX

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

2021 Honda Accord LX

Poteau, OK

UnscoredLimited · 7
$17,979114,511 mi

Comparison: 7 similar vehicles

Poteau, OK

2023 Chevrolet Malibu 1FL

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

2023 Chevrolet Malibu 1FL

De Queen, AR

Fair PriceLimited · 18
$18,12473,572 mi

Market: $10,495 – $22,988

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 62 days listed (based on current market benchmarks)

De Queen, AR

2023 Toyota Corolla LE

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

2023 Toyota Corolla LE

Fort Smith, AR

Fair PriceModerate · 43
$19,000106,540 mi

Market: $13,966 – $23,000

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Fort Smith, AR

2024 Volkswagen Jetta S

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

2024 Volkswagen Jetta S

Poteau, OK

UnscoredInsufficient · 3
$19,04845,240 mi

Comparison: 3 similar vehicles

Poteau, OK

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Poteau, OK

Fair PriceLimited · 12
$19,59862,980 mi

Market: $19,497 – $22,137

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 135 days listed (based on current market benchmarks)

Poteau, OK

2018 Honda Accord Sport

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

2018 Honda Accord Sport

Broken Bow, OK

Fair PriceRobust · 102
$19,59996,081 mi

Market: $8,000 – $23,900

Comparison: 102 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Broken Bow, OK

2023 Hyundai Sonata SEL

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

2023 Hyundai Sonata SEL

De Queen, AR

Fair PriceModerate · 32
$19,90084,205 mi

Market: $14,988 – $22,289

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

De Queen, AR

2024 Volkswagen Jetta Sport

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

2024 Volkswagen Jetta Sport

Mansfield, AR

UnscoredInsufficient · 0
$21,00048,803 mi

Mansfield, AR

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Nashville, AR

UnscoredInsufficient · 4
$21,12563,703 mi

Comparison: 4 similar vehicles

Nashville, AR

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Poteau, OK

UnscoredLimited · 6
$21,99830,803 mi

Comparison: 6 similar vehicles

Poteau, OK

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Poteau, OK

UnscoredLimited · 5
$22,91146,992 mi

Comparison: 5 similar vehicles

Poteau, OK

2024 Audi A4 Premium Plus

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

2024 Audi A4 Premium Plus

Poteau, OK

UnscoredInsufficient · 0
$23,99966,179 mi

Poteau, OK

2024 Hyundai Sonata N Line

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

2024 Hyundai Sonata N Line

De Queen, AR

UnscoredInsufficient · 0
$26,12484,266 mi

De Queen, AR

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Nashville, AR

Fair PriceRobust · 88
$26,62552,639 mi

Market: $23,796 – $30,015

Comparison: 88 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Nashville, AR

2017 Cadillac CTS Sedan Luxury

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

2017 Cadillac CTS Sedan Luxury

Wister, OK

OverpricedLimited · 16
$26,92962,450 mi

Market: $15,996 – $16,354

Comparison: 16 similar vehicles

Priced ~65% above the typical market range for similar vehicles (based on current market benchmarks)

Wister, OK

2025 Nissan Altima SR

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

2025 Nissan Altima SR

Poteau, OK

UnscoredLimited · 9
$28,9007,619 mi

Comparison: 9 similar vehicles

Poteau, OK

2023 Dodge Charger SXT

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

2023 Dodge Charger SXT

Poteau, OK

OverpricedModerate · 38
$29,83541,496 mi

Market: $24,215 – $29,241

Comparison: 38 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

Poteau, OK

2025 Honda Accord Hybrid Touring

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

2025 Honda Accord Hybrid Touring

Nashville, AR

Fair PriceLimited · 19
$35,62512,147 mi

Market: $28,995 – $36,883

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 78 days listed (based on current market benchmarks)

Nashville, AR

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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