Skip to main content
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

126 listings found

2011 Honda Insight LX

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

2011 Honda Insight LX

Lewisville, TX

UnscoredInsufficient · 0
$3,450194,496 mi

Lewisville, TX

2011 Hyundai Sonata Hybrid Base

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

2011 Hyundai Sonata Hybrid Base

Lewisville, TX

UnscoredInsufficient · 3
$3,950128,421 mi

Comparison: 3 similar vehicles

Lewisville, TX

2013 Hyundai Sonata Hybrid Limited

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

2013 Hyundai Sonata Hybrid Limited

Lewisville, TX

UnscoredInsufficient · 0
$4,99597,242 mi

Lewisville, TX

2014 Toyota Prius Three

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

2014 Toyota Prius Three

McKinney, TX

UnscoredLimited · 5
$5,250224,820 mi

Comparison: 5 similar vehicles

McKinney, TX

2010 Honda Insight LX

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

2010 Honda Insight LX

Lewisville, TX

UnscoredInsufficient · 3
$5,698159,360 mi

Comparison: 3 similar vehicles

Lewisville, TX

2011 Honda Insight Base

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

2011 Honda Insight Base

McKinney, TX

UnscoredInsufficient · 0
$5,99075,019 mi

McKinney, TX

2012 Toyota Prius One

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

2012 Toyota Prius One

Carrollton, TX

UnscoredInsufficient · 0
$7,990153,943 mi

Carrollton, TX

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Lewisville, TX

UnscoredLimited · 6
$7,995Mileage not verified

Comparison: 6 similar vehicles

Lewisville, TX

2013 Honda Insight EX

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

2013 Honda Insight EX

Lewisville, TX

UnscoredInsufficient · 0
$8,213102,400 mi

Lewisville, TX

2014 Toyota Prius Four

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

2014 Toyota Prius Four

Carrollton, TX

UnscoredInsufficient · 0
$8,490154,865 mi

Carrollton, TX

2018 Chrysler Pacifica Hybrid Limited

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

2018 Chrysler Pacifica Hybrid Limited

Sherman, TX

UnscoredInsufficient · 0
$10,220154,034 mi

Sherman, TX

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Carrollton, TX

UnscoredLimited · 5
$10,990114,717 mi

Comparison: 5 similar vehicles

Carrollton, TX

2016 Hyundai Sonata Hybrid Base

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

2016 Hyundai Sonata Hybrid Base

McKinney, TX

UnscoredInsufficient · 3
$10,99580,123 mi

Comparison: 3 similar vehicles

McKinney, TX

2018 Chrysler Pacifica Hybrid Touring L

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

2018 Chrysler Pacifica Hybrid Touring L

Frisco, TX

UnscoredInsufficient · 0
$12,40090,428 mi

Frisco, TX

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Plano, TX

Fair PriceLimited · 14
$14,98888,368 mi

Market: $15,224 – $18,998

Comparison: 14 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 13 days listed (based on current market benchmarks)

Plano, TX

2019 Kia Niro LX

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

2019 Kia Niro LX

Frisco, TX

UnscoredInsufficient · 0
$15,77742,839 mi

Frisco, TX

2022 Chrysler Pacifica Hybrid Touring L

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

2022 Chrysler Pacifica Hybrid Touring L

Denton, TX

UnscoredLimited · 7
$16,00894,884 mi

Comparison: 7 similar vehicles

Denton, TX

2022 Kia Niro Touring SE

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

2022 Kia Niro Touring SE

Frisco, TX

UnscoredInsufficient · 0
$17,22099,399 mi

Frisco, TX

2024 Kia Niro LX

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

2024 Kia Niro LX

Dallas, TX

UnscoredInsufficient · 0
$17,88854,869 mi

Dallas, TX

2022 Toyota Prius XLE

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

2022 Toyota Prius XLE

McKinney, TX

UnscoredInsufficient · 0
$17,995125,447 mi

McKinney, TX

2019 Kia Niro EX

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

2019 Kia Niro EX

Plano, TX

UnscoredInsufficient · 0
$17,99882,588 mi

Plano, TX

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Denton, TX

UnscoredInsufficient · 0
$18,05443,436 mi

Denton, TX

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Plano, TX

UnscoredLimited · 9
$18,67477,138 mi

Comparison: 9 similar vehicles

Plano, TX

2020 Ford Fusion Hybrid SE

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

2020 Ford Fusion Hybrid SE

Denton, TX

OverpricedLimited · 15
$18,99868,229 mi

Market: $14,988 – $17,224

Comparison: 15 similar vehicles

Priced ~10% above the typical market range for similar vehicles (based on current market benchmarks)

Denton, TX

2018 Ford Fusion Hybrid S

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

2018 Ford Fusion Hybrid S

Plano, TX

UnscoredInsufficient · 0
$18,99830,711 mi

Plano, TX

2019 Chrysler Pacifica Hybrid Limited

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

2019 Chrysler Pacifica Hybrid Limited

Plano, TX

UnscoredInsufficient · 0
$19,22663,028 mi

Plano, TX

2024 Kia Niro LX

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

2024 Kia Niro LX

Frisco, TX

UnscoredInsufficient · 0
$19,51972,362 mi

Frisco, TX

2017 Toyota Prius Three Touring

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

2017 Toyota Prius Three Touring

Plano, TX

UnscoredInsufficient · 0
$19,68347,952 mi

Plano, TX

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Plano, TX

UnscoredLimited · 5
$19,74229,821 mi

Comparison: 5 similar vehicles

Plano, TX

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Plano, TX

UnscoredInsufficient · 0
$19,77724,681 mi

Plano, TX

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Denton, TX

UnscoredInsufficient · 3
$20,08817,798 mi

Comparison: 3 similar vehicles

Denton, TX

2020 Toyota Prius Prime Limited

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

2020 Toyota Prius Prime Limited

McKinney, TX

UnscoredInsufficient · 3
$20,50091,432 mi

Comparison: 3 similar vehicles

McKinney, TX

2023 Hyundai Sonata Hybrid SEL

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

2023 Hyundai Sonata Hybrid SEL

McKinney, TX

UnscoredInsufficient · 0
$20,51746,513 mi

McKinney, TX

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Plano, TX

UnscoredLimited · 5
$20,54221,083 mi

Comparison: 5 similar vehicles

Plano, TX

2024 Toyota Prius XLE

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

2024 Toyota Prius XLE

Lewisville, TX

UnscoredInsufficient · 0
$20,90017,229 mi

Lewisville, TX

2023 Chrysler Pacifica Hybrid Touring L

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

2023 Chrysler Pacifica Hybrid Touring L

Plano, TX

UnscoredInsufficient · 3
$21,22443,983 mi

Comparison: 3 similar vehicles

Plano, TX

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Plano, TX

Fair PriceLimited · 10
$21,24216,512 mi

Market: $20,175 – $22,475

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Plano, TX

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Plano, TX

OverpricedLimited · 10
$22,24014,395 mi

Market: $20,175 – $21,477

Comparison: 10 similar vehicles

Priced ~4% above the typical market range for similar vehicles (based on current market benchmarks)

Plano, TX

2023 Kia Niro Wave

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

2023 Kia Niro Wave

Frisco, TX

UnscoredInsufficient · 3
$22,61932,802 mi

Comparison: 3 similar vehicles

Frisco, TX

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Plano, TX

UnscoredLimited · 6
$22,97215,992 mi

Comparison: 6 similar vehicles

Plano, TX

2024 Hyundai Sonata Hybrid SEL

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

2024 Hyundai Sonata Hybrid SEL

Lewisville, TX

UnscoredInsufficient · 0
$23,00033,156 mi

Lewisville, TX

2021 Honda Insight Touring

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

2021 Honda Insight Touring

Plano, TX

UnscoredInsufficient · 0
$23,12562,477 mi

Plano, TX

2024 Hyundai Sonata Hybrid SEL

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

2024 Hyundai Sonata Hybrid SEL

McKinney, TX

UnscoredInsufficient · 0
$23,32425,896 mi

McKinney, TX

2023 Kia Niro EX

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

2023 Kia Niro EX

Frisco, TX

UnscoredInsufficient · 0
$23,62039,081 mi

Frisco, TX

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Plano, TX

Fair PriceLimited · 10
$23,7776,628 mi

Market: $14,950 – $27,590

Comparison: 10 similar vehicles

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

Plano, TX

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Dallas, TX

UnscoredLimited · 6
$23,88824,928 mi

Comparison: 6 similar vehicles

Dallas, TX

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Dallas, TX

Fair PriceLimited · 10
$23,8887,822 mi

Market: $14,950 – $27,590

Comparison: 10 similar vehicles

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

Dallas, TX

2024 Kia Niro Wave

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

2024 Kia Niro Wave

Plano, TX

UnscoredInsufficient · 4
$24,24228,790 mi

Comparison: 4 similar vehicles

Plano, TX

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Denison, TX

Fair PriceLimited · 17
$24,79011,826 mi

Market: $22,972 – $26,998

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 64 days listed (based on current market benchmarks)

Denison, TX

2026 Hyundai Sonata Hybrid Blue

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

2026 Hyundai Sonata Hybrid Blue

Dallas, TX

UnscoredLimited · 6
$24,88811,000 mi

Comparison: 6 similar vehicles

Dallas, TX

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.