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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 22, 2026

6M+

Unique vehicles analyzed

as of October 21, 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

57 listings found

2007 Chevrolet Impala SS

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

2007 Chevrolet Impala SS

Delta, CO

UnscoredInsufficient · 0
$4,500233,610 mi

Delta, CO

2011 Kia Optima SX

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

2011 Kia Optima SX

Montrose, CO

UnscoredInsufficient · 0
$4,995144,027 mi

Montrose, CO

2015 Chevrolet Malibu 1LS

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

2015 Chevrolet Malibu 1LS

Montrose, CO

UnscoredLimited · 5
$5,500109,335 mi

Comparison: 5 similar vehicles

Montrose, CO

2014 Chevrolet Cruze 1LT

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

2014 Chevrolet Cruze 1LT

Montrose, CO

UnscoredLimited · 9
$6,900110,203 mi

Comparison: 9 similar vehicles

Montrose, CO

2015 Hyundai Sonata SE

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

2015 Hyundai Sonata SE

Montrose, CO

UnscoredModerate · 27
$7,188148,070 mi

Comparison: 27 similar vehicles

Montrose, CO

2015 Dodge Charger SXT

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

2015 Dodge Charger SXT

Montrose, CO

UnscoredInsufficient · 0
$10,750112,520 mi

Montrose, CO

2020 Nissan Sentra S

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

2020 Nissan Sentra S

Montrose, CO

UnscoredInsufficient · 0
$10,90078,659 mi

Montrose, CO

2020 Ford Fusion SEL

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

2020 Ford Fusion SEL

Montrose, CO

UnscoredLimited · 5
$11,40082,381 mi

Comparison: 5 similar vehicles

Montrose, CO

2019 Nissan Sentra SV

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

2019 Nissan Sentra SV

Delta, CO

UnscoredInsufficient · 3
$11,99966,800 mi

Comparison: 3 similar vehicles

Delta, CO

2020 Ford Fusion SE

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

2020 Ford Fusion SE

Montrose, CO

UnscoredLimited · 8
$12,90093,258 mi

Comparison: 8 similar vehicles

Montrose, CO

2013 Mercedes-Benz S-Class S550

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

2013 Mercedes-Benz S-Class S550

Montrose, CO

UnscoredInsufficient · 0
$12,995105,301 mi

Montrose, CO

2015 Toyota Corolla S Plus

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

2015 Toyota Corolla S Plus

Delta, CO

UnscoredInsufficient · 0
$13,491101,292 mi

Delta, CO

2017 Jaguar XF Premium

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

2017 Jaguar XF Premium

Montrose, CO

UnscoredInsufficient · 0
$13,95688,216 mi

Montrose, CO

2020 Chevrolet Malibu RS

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

2020 Chevrolet Malibu RS

Montrose, CO

UnscoredInsufficient · 0
$13,95774,934 mi

Montrose, CO

2019 Toyota Camry SE

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

2019 Toyota Camry SE

Montrose, CO

UnscoredModerate · 21
$14,200123,141 mi

Comparison: 21 similar vehicles

Montrose, CO

2016 Hyundai Genesis Base

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

2016 Hyundai Genesis Base

Delta, CO

UnscoredInsufficient · 4
$14,50097,217 mi

Comparison: 4 similar vehicles

Delta, CO

2016 Honda Accord LX

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

2016 Honda Accord LX

Montrose, CO

UnscoredInsufficient · 3
$14,98772,941 mi

Comparison: 3 similar vehicles

Montrose, CO

2016 Toyota Corolla LE

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

2016 Toyota Corolla LE

Montrose, CO

OverpricedModerate · 20
$15,49881,270 mi

Market: $8,999 – $12,999

Comparison: 20 similar vehicles

Priced ~19% above the typical market range for similar vehicles (based on current market benchmarks)

Montrose, CO

2018 Ford Taurus SHO

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

2018 Ford Taurus SHO

Montrose, CO

UnscoredInsufficient · 4
$15,90096,338 mi

Comparison: 4 similar vehicles

Montrose, CO

2014 Subaru Impreza WRX

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

2014 Subaru Impreza WRX

Delta, CO

Fair PriceModerate · 23
$16,70087,869 mi

Market: $14,014 – $17,990

Comparison: 23 similar vehicles

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

Delta, CO

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Montrose, CO

UnscoredLimited · 9
$17,98024,215 mi

Comparison: 9 similar vehicles

Montrose, CO

2022 Kia K5 GT-Line

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

2022 Kia K5 GT-Line

Montrose, CO

UnscoredInsufficient · 0
$18,799122,886 mi

Montrose, CO

2022 Mazda Mazda3 S

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

2022 Mazda Mazda3 S

Delta, CO

UnscoredInsufficient · 0
$18,80065,200 mi

Delta, CO

2015 Toyota Camry LE

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

2015 Toyota Camry LE

Montrose, CO

UnscoredLimited · 12
$19,49836,530 mi

Comparison: 12 similar vehicles

Montrose, CO

2023 Nissan Altima SR

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

2023 Nissan Altima SR

Montrose, CO

UnscoredInsufficient · 3
$20,48868,182 mi

Comparison: 3 similar vehicles

Montrose, CO

2018 Honda Clarity Base

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

2018 Honda Clarity Base

Montrose, CO

UnscoredInsufficient · 0
$20,55751,573 mi

Montrose, CO

2020 Honda Civic Si

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

2020 Honda Civic Si

Delta, CO

Fair PriceLimited · 19
$22,50081,385 mi

Market: $18,998 – $23,998

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 2 days listed (based on current market benchmarks)

Delta, CO

2024 Subaru Legacy Limited

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

2024 Subaru Legacy Limited

Delta, CO

UnscoredInsufficient · 0
$22,70060,484 mi

Delta, CO

2024 Volkswagen Jetta GLI 40th Anniversary Edition

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

2024 Volkswagen Jetta GLI 40th Anniversary Edition

Delta, CO

UnscoredInsufficient · 0
$23,99346,345 mi

Delta, CO

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Montrose, CO

UnscoredLimited · 5
$24,49813,999 mi

Comparison: 5 similar vehicles

Montrose, CO

2018 Toyota Camry XLE Hybrid

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

2018 Toyota Camry XLE Hybrid

Montrose, CO

UnscoredInsufficient · 0
$24,49855,035 mi

Montrose, CO

2025 Subaru Legacy Premium

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

2025 Subaru Legacy Premium

Montrose, CO

UnscoredInsufficient · 0
$25,49841,214 mi

Montrose, CO

2027 Toyota Corolla LE

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

2027 Toyota Corolla LE

Montrose, CO

UnscoredInsufficient · 4
$26,241Mileage not verified

Comparison: 4 similar vehicles

Montrose, CO

2021 Toyota Avalon XSE

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

2021 Toyota Avalon XSE

Delta, CO

UnscoredInsufficient · 0
$26,79184,906 mi

Delta, CO

2020 Volvo S60 R-Design

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

2020 Volvo S60 R-Design

Delta, CO

UnscoredInsufficient · 0
$27,00038,385 mi

Delta, CO

2026 Toyota Corolla LE

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

2026 Toyota Corolla LE

Montrose, CO

UnscoredInsufficient · 0
$27,103Mileage not verified

Montrose, CO

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Delta, CO

Fair PriceLimited · 18
$27,27951,752 mi

Market: $11,980 – $27,935

Comparison: 18 similar vehicles

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

Delta, CO

2019 Mercedes-Benz CLS-Class CLS450

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

2019 Mercedes-Benz CLS-Class CLS450

Montrose, CO

UnscoredInsufficient · 0
$30,39959,400 mi

Montrose, CO

2020 Subaru WRX STI Base

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

2020 Subaru WRX STI Base

Delta, CO

UnscoredLimited · 8
$30,90047,734 mi

Comparison: 8 similar vehicles

Delta, CO

2026 Toyota Camry LE

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

2026 Toyota Camry LE

Montrose, CO

UnscoredInsufficient · 4
$31,713Mileage not verified

Comparison: 4 similar vehicles

Montrose, CO

2027 Toyota Corolla XSE

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

2027 Toyota Corolla XSE

Delta, CO

Fair PriceLimited · 15
$31,888Mileage not verified

Market: $29,336 – $39,780

Comparison: 15 similar vehicles

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

Delta, CO

2025 Toyota Camry SE

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

2025 Toyota Camry SE

Montrose, CO

UnscoredInsufficient · 4
$32,48816,817 mi

Comparison: 4 similar vehicles

Montrose, CO

2023 Dodge Charger GT

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

2023 Dodge Charger GT

Delta, CO

Fair PriceLimited · 11
$32,99151,203 mi

Market: $26,283 – $32,995

Comparison: 11 similar vehicles

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

Delta, CO

2026 Nissan Altima SR

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

2026 Nissan Altima SR

Montrose, CO

UnscoredInsufficient · 0
$34,270Mileage not verified

Montrose, CO

2027 Toyota Camry SE

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

2027 Toyota Camry SE

Montrose, CO

Fair PriceModerate · 24
$34,893Mileage not verified

Market: $30,290 – $43,883

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Montrose, CO

2026 Subaru WRX Premium

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

2026 Subaru WRX Premium

Montrose, CO

UnscoredInsufficient · 3
$34,919Mileage not verified

Comparison: 3 similar vehicles

Montrose, CO

2026 Nissan Altima SR

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

2026 Nissan Altima SR

Montrose, CO

OverpricedModerate · 20
$35,094Mileage not verified

Market: $28,599 – $34,319

Comparison: 20 similar vehicles

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

Montrose, CO

2018 Dodge Charger SRT

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

2018 Dodge Charger SRT

Delta, CO

UnscoredInsufficient · 0
$35,50052,550 mi

Delta, CO

2026 Subaru WRX Premium

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

2026 Subaru WRX Premium

Montrose, CO

UnscoredInsufficient · 3
$35,948Mileage not verified

Comparison: 3 similar vehicles

Montrose, CO

2026 Toyota Camry SE

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

2026 Toyota Camry SE

Delta, CO

Fair PriceLimited · 10
$38,017Mileage not verified

Market: $32,027 – $40,001

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Delta, CO

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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