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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

71 listings found

2006 Ford Taurus SE

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

2006 Ford Taurus SE

Clovis, NM

UnscoredInsufficient · 0
$3,950137,600 mi

Clovis, NM

2016 Volkswagen Jetta S

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

2016 Volkswagen Jetta S

Clovis, NM

UnscoredInsufficient · 0
$4,995111,266 mi

Clovis, NM

1999 Lincoln Town Car SIGNATURE

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

1999 Lincoln Town Car SIGNATURE

Clovis, NM

UnscoredInsufficient · 0
$5,500148,090 mi

Clovis, NM

2003 Ford Crown Victoria Commercial Police Package

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

2003 Ford Crown Victoria Commercial Police Package

Clovis, NM

UnscoredInsufficient · 0
$5,900177,010 mi

Clovis, NM

2006 Chevrolet Malibu LT

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

2006 Chevrolet Malibu LT

Clovis, NM

UnscoredInsufficient · 3
$6,336113,935 mi

Comparison: 3 similar vehicles

Clovis, NM

2004 Lincoln Town Car Signature

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

2004 Lincoln Town Car Signature

Clovis, NM

UnscoredInsufficient · 0
$6,500109,090 mi

Clovis, NM

2016 Chevrolet Malibu 1VL

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

2016 Chevrolet Malibu 1VL

Clovis, NM

UnscoredInsufficient · 0
$8,900153,003 mi

Clovis, NM

2016 Ford Fusion Titanium

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

2016 Ford Fusion Titanium

Portales, NM

UnscoredLimited · 6
$9,336133,465 mi

Comparison: 6 similar vehicles

Portales, NM

2014 Hyundai Elantra SE

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

2014 Hyundai Elantra SE

Clovis, NM

UnscoredInsufficient · 3
$9,340140,559 mi

Comparison: 3 similar vehicles

Clovis, NM

2015 Chevrolet Impala 2LT

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

2015 Chevrolet Impala 2LT

Clovis, NM

UnscoredInsufficient · 0
$9,900143,020 mi

Clovis, NM

2020 Volkswagen Passat R-Line

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

2020 Volkswagen Passat R-Line

Hereford, TX

UnscoredInsufficient · 0
$12,220111,064 mi

Hereford, TX

2016 Nissan Maxima Platinum

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

2016 Nissan Maxima Platinum

Texico, NM

UnscoredInsufficient · 0
$12,900115,507 mi

Texico, NM

2023 Nissan Versa Sedan SV

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

2023 Nissan Versa Sedan SV

Clovis, NM

UnscoredInsufficient · 0
$17,99863,939 mi

Clovis, NM

2024 Nissan Sentra SV

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

2024 Nissan Sentra SV

Clovis, NM

Fair PriceLimited · 16
$18,75062,436 mi

Market: $14,950 – $21,215

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 43 days listed (based on current market benchmarks)

Clovis, NM

2024 Nissan Altima SV

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

2024 Nissan Altima SV

Hereford, TX

UnscoredLimited · 8
$19,21668,299 mi

Comparison: 8 similar vehicles

Hereford, TX

2023 Kia Forte GT-Line

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

2023 Kia Forte GT-Line

Hereford, TX

UnscoredInsufficient · 3
$19,21644,794 mi

Comparison: 3 similar vehicles

Hereford, TX

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Hereford, TX

Fair PriceLimited · 16
$20,21652,362 mi

Market: $19,441 – $24,224

Comparison: 16 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Hereford, TX

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Hereford, TX

Fair PriceLimited · 15
$20,21655,663 mi

Market: $19,144 – $23,210

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Hereford, TX

2025 Hyundai Elantra SE

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

2025 Hyundai Elantra SE

Clovis, NM

UnscoredInsufficient · 0
$21,20027,007 mi

Clovis, NM

2025 Nissan Altima SV

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

2025 Nissan Altima SV

Hereford, TX

Fair PriceLimited · 10
$21,30642,019 mi

Market: $19,611 – $22,584

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Hereford, TX

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Clovis, NM

UnscoredLimited · 5
$21,90029,926 mi

Comparison: 5 similar vehicles

Clovis, NM

2025 Chevrolet Malibu 1LT

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

2025 Chevrolet Malibu 1LT

Hereford, TX

OverpricedLimited · 14
$21,99839,052 mi

Market: $19,224 – $21,925

Comparison: 14 similar vehicles

Hereford, TX

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Clovis, NM

UnscoredLimited · 9
$22,07968,207 mi

Comparison: 9 similar vehicles

Clovis, NM

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Clovis, NM

UnscoredLimited · 5
$22,49527,571 mi

Comparison: 5 similar vehicles

Clovis, NM

2025 Hyundai Elantra N Line

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

2025 Hyundai Elantra N Line

Clovis, NM

UnscoredInsufficient · 0
$22,99531,110 mi

Clovis, NM

2025 Toyota Corolla LE

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

2025 Toyota Corolla LE

Clovis, NM

Fair PriceLimited · 14
$23,99510,902 mi

Market: $21,942 – $27,344

Comparison: 14 similar vehicles

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

Clovis, NM

2026 Nissan Sentra SV

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

2026 Nissan Sentra SV

Clovis, NM

Fair PriceRobust · 79
$24,175Mileage not verified

Market: $23,555 – $29,854

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Clovis, NM

2027 Nissan Sentra S

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

2027 Nissan Sentra S

Clovis, NM

Fair PriceRobust · 85
$24,445Mileage not verified

Market: $23,643 – $25,234

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Clovis, NM

2022 Honda Civic Sport

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

2022 Honda Civic Sport

Clovis, NM

UnscoredInsufficient · 0
$24,57940,016 mi

Clovis, NM

2026 Nissan Sentra SV

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

2026 Nissan Sentra SV

Clovis, NM

Fair PriceRobust · 79
$24,875Mileage not verified

Market: $23,555 – $29,854

Comparison: 79 similar vehicles

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

Clovis, NM

2026 Nissan Sentra SV

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

2026 Nissan Sentra SV

Clovis, NM

Fair PriceRobust · 79
$25,165Mileage not verified

Market: $23,555 – $29,854

Comparison: 79 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Clovis, NM

2024 Toyota Camry LE

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

2024 Toyota Camry LE

Clovis, NM

UnscoredInsufficient · 0
$25,50830,551 mi

Clovis, NM

2025 Toyota Corolla SE

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

2025 Toyota Corolla SE

Clovis, NM

UnscoredInsufficient · 0
$25,99527,454 mi

Clovis, NM

2025 Toyota Corolla SE

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

2025 Toyota Corolla SE

Clovis, NM

UnscoredInsufficient · 0
$25,99514,859 mi

Clovis, NM

2024 Honda Accord EX

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

2024 Honda Accord EX

Clovis, NM

UnscoredLimited · 5
$27,20016,427 mi

Comparison: 5 similar vehicles

Clovis, NM

2027 Nissan Sentra SR

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

2027 Nissan Sentra SR

Clovis, NM

Fair PriceRobust · 263
$27,525Mileage not verified

Market: $26,390 – $33,060

Comparison: 263 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Clovis, NM

2024 Honda Accord EX

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

2024 Honda Accord EX

Clovis, NM

UnscoredLimited · 5
$27,99519,871 mi

Comparison: 5 similar vehicles

Clovis, NM

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Clovis, NM

UnscoredLimited · 5
$28,040Mileage not verified

Comparison: 5 similar vehicles

Clovis, NM

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Clovis, NM

UnscoredLimited · 5
$28,040Mileage not verified

Comparison: 5 similar vehicles

Clovis, NM

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Clovis, NM

UnscoredLimited · 5
$28,140Mileage not verified

Comparison: 5 similar vehicles

Clovis, NM

2024 Toyota Camry SE

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

2024 Toyota Camry SE

Clovis, NM

UnscoredLimited · 6
$28,20719,987 mi

Comparison: 6 similar vehicles

Clovis, NM

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Clovis, NM

UnscoredLimited · 5
$28,595Mileage not verified

Comparison: 5 similar vehicles

Clovis, NM

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Clovis, NM

UnscoredLimited · 5
$28,595Mileage not verified

Comparison: 5 similar vehicles

Clovis, NM

2026 Honda Civic Sport

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

2026 Honda Civic Sport

Clovis, NM

UnscoredLimited · 5
$28,595Mileage not verified

Comparison: 5 similar vehicles

Clovis, NM

2023 GENESIS G70 Standard

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

2023 GENESIS G70 Standard

Portales, NM

UnscoredInsufficient · 0
$29,33661,440 mi

Portales, NM

2025 Hyundai Sonata SEL

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

2025 Hyundai Sonata SEL

Clovis, NM

UnscoredInsufficient · 0
$30,1169,000 mi

Clovis, NM

2025 Toyota Camry SE

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

2025 Toyota Camry SE

Clovis, NM

Fair PriceLimited · 16
$30,56840,458 mi

Market: $28,973 – $32,344

Comparison: 16 similar vehicles

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

Clovis, NM

2025 Toyota Camry XLE

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

2025 Toyota Camry XLE

Clovis, NM

UnscoredLimited · 9
$31,15040,713 mi

Comparison: 9 similar vehicles

Clovis, NM

2027 Toyota Corolla SE

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

2027 Toyota Corolla SE

Clovis, NM

UnscoredInsufficient · 4
$31,185Mileage not verified

Comparison: 4 similar vehicles

Clovis, NM

2023 Dodge Charger GT

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

2023 Dodge Charger GT

Clovis, NM

UnscoredInsufficient · 0
$31,33628,905 mi

Clovis, NM

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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