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 24, 2026

6M+

Unique vehicles analyzed

as of October 23, 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

145 listings found

2012 Hyundai Sonata Hybrid Base

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

2012 Hyundai Sonata Hybrid Base

Phoenix, AZ

UnscoredInsufficient · 3
$5,480132,605 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2013 Toyota Prius One

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

2013 Toyota Prius One

Phoenix, AZ

UnscoredInsufficient · 0
$9,484191,302 mi

Phoenix, AZ

2016 Hyundai Sonata Hybrid Limited

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

2016 Hyundai Sonata Hybrid Limited

Phoenix, AZ

UnscoredInsufficient · 3
$9,988113,000 mi

Comparison: 3 similar vehicles

Phoenix, AZ

2017 Ford Fusion Hybrid Platinum

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

2017 Ford Fusion Hybrid Platinum

Surprise, AZ

UnscoredInsufficient · 0
$10,598139,455 mi

Surprise, AZ

2011 Toyota Prius II

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

2011 Toyota Prius II

Avondale, AZ

UnscoredInsufficient · 0
$10,69687,390 mi

Avondale, AZ

2020 Kia Niro LX

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

2020 Kia Niro LX

Phoenix, AZ

UnscoredInsufficient · 0
$10,99596,345 mi

Phoenix, AZ

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Phoenix, AZ

UnscoredLimited · 5
$11,995126,799 mi

Comparison: 5 similar vehicles

Phoenix, AZ

2010 Toyota Prius I

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

2010 Toyota Prius I

Tolleson, AZ

UnscoredInsufficient · 3
$12,99096,348 mi

Comparison: 3 similar vehicles

Tolleson, AZ

2018 Ford Fusion Hybrid SE

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

2018 Ford Fusion Hybrid SE

Wickenburg, AZ

UnscoredInsufficient · 3
$13,07861,520 mi

Comparison: 3 similar vehicles

Wickenburg, AZ

2015 Hyundai Sonata Hybrid Base

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

2015 Hyundai Sonata Hybrid Base

Phoenix, AZ

UnscoredInsufficient · 4
$13,46693,310 mi

Comparison: 4 similar vehicles

Phoenix, AZ

2017 Toyota Prius Prime Advanced

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

2017 Toyota Prius Prime Advanced

Phoenix, AZ

UnscoredInsufficient · 0
$13,980175,951 mi

Phoenix, AZ

2017 Toyota Prius Two

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

2017 Toyota Prius Two

Phoenix, AZ

UnscoredLimited · 8
$13,980126,765 mi

Comparison: 8 similar vehicles

Phoenix, AZ

2017 Toyota Prius Two

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

2017 Toyota Prius Two

Buckeye, AZ

UnscoredInsufficient · 3
$14,482132,231 mi

Comparison: 3 similar vehicles

Buckeye, AZ

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Glendale, AZ

UnscoredInsufficient · 0
$16,98047,703 mi

Glendale, AZ

2018 Toyota Prius Two

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

2018 Toyota Prius Two

Glendale, AZ

UnscoredInsufficient · 3
$16,99998,426 mi

Comparison: 3 similar vehicles

Glendale, AZ

2019 Kia Niro LX

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

2019 Kia Niro LX

Tolleson, AZ

UnscoredInsufficient · 0
$17,99062,217 mi

Tolleson, AZ

2013 Toyota Prius One

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

2013 Toyota Prius One

Tolleson, AZ

UnscoredLimited · 6
$17,99083,025 mi

Comparison: 6 similar vehicles

Tolleson, AZ

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Peoria, AZ

UnscoredInsufficient · 0
$18,27988,201 mi

Peoria, AZ

2022 Kia Niro LXS

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

2022 Kia Niro LXS

Tolleson, AZ

UnscoredInsufficient · 0
$18,99097,864 mi

Tolleson, AZ

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

Surprise, AZ

UnscoredLimited · 6
$19,38767,223 mi

Comparison: 6 similar vehicles

Surprise, AZ

2021 Chrysler Pacifica Hybrid Touring

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

2021 Chrysler Pacifica Hybrid Touring

Avondale, AZ

UnscoredInsufficient · 0
$19,39088,594 mi

Avondale, AZ

2019 Honda Insight EX

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

2019 Honda Insight EX

Tolleson, AZ

UnscoredInsufficient · 0
$19,79073,948 mi

Tolleson, AZ

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

Tolleson, AZ

Fair PriceLimited · 11
$19,99069,581 mi

Market: $17,259 – $20,087

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 22 days listed (based on current market benchmarks)

Tolleson, AZ

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

Tolleson, AZ

Fair PriceLimited · 11
$19,99072,114 mi

Market: $17,259 – $20,087

Comparison: 11 similar vehicles

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

Tolleson, AZ

2020 Chrysler Pacifica Hybrid Limited

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

2020 Chrysler Pacifica Hybrid Limited

Tolleson, AZ

UnscoredInsufficient · 3
$19,99078,450 mi

Comparison: 3 similar vehicles

Tolleson, AZ

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

Phoenix, AZ

Fair PriceLimited · 11
$20,04053,920 mi

Market: $19,998 – $21,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 41 days listed (based on current market benchmarks)

Phoenix, AZ

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

Phoenix, AZ

Fair PriceLimited · 11
$20,04052,003 mi

Market: $19,998 – $21,998

Comparison: 11 similar vehicles

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

Phoenix, AZ

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

Phoenix, AZ

Fair PriceLimited · 11
$20,24853,864 mi

Market: $19,998 – $21,998

Comparison: 11 similar vehicles

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

Phoenix, AZ

2025 Kia Niro LX

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

2025 Kia Niro LX

Avondale, AZ

UnscoredInsufficient · 4
$20,37339,673 mi

Comparison: 4 similar vehicles

Avondale, AZ

2017 Toyota Prius Three

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

2017 Toyota Prius Three

Avondale, AZ

UnscoredInsufficient · 0
$20,48367,180 mi

Avondale, AZ

2025 Kia Niro LX

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

2025 Kia Niro LX

Avondale, AZ

UnscoredInsufficient · 0
$20,48644,947 mi

Avondale, AZ

2021 Chrysler Pacifica Hybrid Touring L

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

2021 Chrysler Pacifica Hybrid Touring L

Tolleson, AZ

UnscoredLimited · 9
$20,59084,216 mi

Comparison: 9 similar vehicles

Tolleson, AZ

2020 Toyota Prius Prime XLE

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

2020 Toyota Prius Prime XLE

Tolleson, AZ

UnscoredInsufficient · 4
$20,59094,660 mi

Comparison: 4 similar vehicles

Tolleson, AZ

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

Avondale, AZ

UnscoredInsufficient · 0
$20,69687,230 mi

Avondale, AZ

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Tolleson, AZ

UnscoredInsufficient · 0
$20,99074,343 mi

Tolleson, AZ

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Tolleson, AZ

UnscoredInsufficient · 4
$20,99830,917 mi

Comparison: 4 similar vehicles

Tolleson, AZ

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Surprise, AZ

UnscoredInsufficient · 3
$21,38825,138 mi

Comparison: 3 similar vehicles

Surprise, AZ

2022 Toyota Prius LE

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

2022 Toyota Prius LE

Glendale, AZ

UnscoredInsufficient · 0
$21,95072,394 mi

Glendale, AZ

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

Tolleson, AZ

Fair PriceLimited · 11
$21,99055,011 mi

Market: $19,998 – $21,998

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 18 days listed (based on current market benchmarks)

Tolleson, AZ

2023 Kia Niro Wind

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

2023 Kia Niro Wind

Tolleson, AZ

UnscoredInsufficient · 3
$21,99021,841 mi

Comparison: 3 similar vehicles

Tolleson, AZ

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

Tolleson, AZ

OverpricedLimited · 11
$21,99858,458 mi

Market: $19,998 – $21,990

Comparison: 11 similar vehicles

Tolleson, AZ

2022 Toyota Prius LE

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

2022 Toyota Prius LE

Phoenix, AZ

UnscoredInsufficient · 0
$22,273Mileage not verified

Phoenix, AZ

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Tolleson, AZ

UnscoredInsufficient · 3
$22,9909,752 mi

Comparison: 3 similar vehicles

Tolleson, AZ

2023 Kia Niro EX

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

2023 Kia Niro EX

Tolleson, AZ

UnscoredInsufficient · 0
$22,99052,483 mi

Tolleson, AZ

2020 Honda Insight Touring

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

2020 Honda Insight Touring

Tolleson, AZ

UnscoredInsufficient · 0
$22,99050,474 mi

Tolleson, AZ

2025 Kia Niro LX

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

2025 Kia Niro LX

Avondale, AZ

UnscoredInsufficient · 4
$23,14432,330 mi

Comparison: 4 similar vehicles

Avondale, AZ

2023 Kia Niro Wave

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

2023 Kia Niro Wave

Tolleson, AZ

UnscoredInsufficient · 0
$23,59035,064 mi

Tolleson, AZ

2024 Kia Niro Wind

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

2024 Kia Niro Wind

Tolleson, AZ

UnscoredInsufficient · 3
$23,9906,383 mi

Comparison: 3 similar vehicles

Tolleson, AZ

2023 Chrysler Pacifica Hybrid Limited

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

2023 Chrysler Pacifica Hybrid Limited

Tolleson, AZ

UnscoredInsufficient · 0
$23,99059,255 mi

Tolleson, AZ

2023 Kia Niro Wave

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

2023 Kia Niro Wave

Tolleson, AZ

UnscoredInsufficient · 0
$24,59016,822 mi

Tolleson, AZ

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.