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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

224 listings found

2007 Toyota Prius Touring

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

2007 Toyota Prius Touring

Tracy, CA

UnscoredLimited · 9
$3,999170,254 mi

Comparison: 9 similar vehicles

Tracy, CA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Stockton, CA

UnscoredLimited · 9
$4,800200,140 mi

Comparison: 9 similar vehicles

Stockton, CA

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Stockton, CA

UnscoredLimited · 10
$4,950258,700 mi

Comparison: 10 similar vehicles

Stockton, CA

2008 Toyota Prius Standard

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

2008 Toyota Prius Standard

Jackson, CA

UnscoredLimited · 9
$6,495172,317 mi

Comparison: 9 similar vehicles

Jackson, CA

2010 Toyota Prius III

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

2010 Toyota Prius III

Tracy, CA

UnscoredInsufficient · 4
$6,500163,736 mi

Comparison: 4 similar vehicles

Tracy, CA

2010 Toyota Prius II

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

2010 Toyota Prius II

Modesto, CA

UnscoredModerate · 24
$8,167223,875 mi

Comparison: 24 similar vehicles

Modesto, CA

2015 Hyundai Sonata Hybrid Limited

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

2015 Hyundai Sonata Hybrid Limited

Turlock, CA

UnscoredInsufficient · 0
$8,900140,144 mi

Turlock, CA

2006 Toyota Prius Base

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

2006 Toyota Prius Base

Modesto, CA

Fair PriceLimited · 10
$8,99089,000 mi

Market: $3,550 – $10,000

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 70 days listed (based on current market benchmarks)

Modesto, CA

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Modesto, CA

UnscoredInsufficient · 3
$8,993136,798 mi

Comparison: 3 similar vehicles

Modesto, CA

2014 Toyota Prius Three

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

2014 Toyota Prius Three

Patterson, CA

UnscoredLimited · 18
$8,999142,083 mi

Comparison: 18 similar vehicles

Patterson, CA

2009 Toyota Prius Standard

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

2009 Toyota Prius Standard

Turlock, CA

UnscoredLimited · 8
$9,123156,848 mi

Comparison: 8 similar vehicles

Turlock, CA

2012 Toyota Prius Two

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

2012 Toyota Prius Two

Brentwood, CA

UnscoredLimited · 8
$9,495171,392 mi

Comparison: 8 similar vehicles

Brentwood, CA

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

Patterson, CA

UnscoredLimited · 7
$9,900225,689 mi

Comparison: 7 similar vehicles

Patterson, CA

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Modesto, CA

UnscoredInsufficient · 4
$10,069117,400 mi

Comparison: 4 similar vehicles

Modesto, CA

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

Modesto, CA

UnscoredLimited · 18
$10,299165,291 mi

Comparison: 18 similar vehicles

Modesto, CA

2019 Honda Insight Touring

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

2019 Honda Insight Touring

Modesto, CA

UnscoredLimited · 16
$10,977147,705 mi

Comparison: 16 similar vehicles

Modesto, CA

2013 Toyota Prius Three

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

2013 Toyota Prius Three

Turlock, CA

Fair PriceModerate · 27
$10,995102,951 mi

Market: $6,058 – $17,990

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 184 days listed (based on current market benchmarks)

Turlock, CA

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

Escalon, CA

UnscoredLimited · 7
$11,065121,710 mi

Comparison: 7 similar vehicles

Escalon, CA

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Ceres, CA

UnscoredLimited · 12
$12,599120,214 mi

Comparison: 12 similar vehicles

Ceres, CA

2015 Toyota Prius Two

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

2015 Toyota Prius Two

Modesto, CA

Fair PriceModerate · 28
$12,700100,218 mi

Market: $5,000 – $17,998

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Modesto, CA

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

Manteca, CA

Fair PriceModerate · 20
$12,75082,881 mi

Market: $11,522 – $13,999

Comparison: 20 similar vehicles

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

Manteca, CA

2014 Honda Insight LX

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

2014 Honda Insight LX

Lodi, CA

UnscoredInsufficient · 0
$12,83862,911 mi

Lodi, CA

2018 Toyota Prius Two

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

2018 Toyota Prius Two

Stockton, CA

UnscoredInsufficient · 3
$12,950146,309 mi

Comparison: 3 similar vehicles

Stockton, CA

2017 Ford Fusion Hybrid SE

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

2017 Ford Fusion Hybrid SE

Modesto, CA

Fair PriceLimited · 13
$12,999106,948 mi

Market: $2,700 – $16,602

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 150 days listed (based on current market benchmarks)

Modesto, CA

2016 Ford Fusion Hybrid SE

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

2016 Ford Fusion Hybrid SE

Brentwood, CA

UnscoredInsufficient · 4
$12,999109,827 mi

Comparison: 4 similar vehicles

Brentwood, CA

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

Merced, CA

UnscoredLimited · 10
$14,119124,508 mi

Comparison: 10 similar vehicles

Merced, CA

2020 Honda Insight EX

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

2020 Honda Insight EX

Stockton, CA

UnscoredInsufficient · 4
$14,495131,024 mi

Comparison: 4 similar vehicles

Stockton, CA

2017 Toyota Prius Prime Plus

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

2017 Toyota Prius Prime Plus

Modesto, CA

UnscoredLimited · 10
$14,512145,367 mi

Comparison: 10 similar vehicles

Modesto, CA

2021 Hyundai Sonata Hybrid SEL

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

2021 Hyundai Sonata Hybrid SEL

Livermore, CA

UnscoredInsufficient · 0
$14,98090,816 mi

Livermore, CA

2019 Ford Fusion Hybrid SEL

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

2019 Ford Fusion Hybrid SEL

Lodi, CA

UnscoredInsufficient · 0
$14,99968,459 mi

Lodi, CA

2017 Toyota Prius Two Eco

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

2017 Toyota Prius Two Eco

Modesto, CA

UnscoredInsufficient · 0
$15,127154,911 mi

Modesto, CA

2015 Toyota Prius Four

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

2015 Toyota Prius Four

Modesto, CA

Fair PriceLimited · 11
$15,998105,850 mi

Market: $8,000 – $19,998

Comparison: 11 similar vehicles

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

Modesto, CA

2017 Toyota Prius One

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

2017 Toyota Prius One

Modesto, CA

UnscoredInsufficient · 0
$15,99997,000 mi

Modesto, CA

2017 Toyota Prius Prime Premium

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

2017 Toyota Prius Prime Premium

Modesto, CA

UnscoredLimited · 10
$16,113133,655 mi

Comparison: 10 similar vehicles

Modesto, CA

2022 Kia Niro S

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

2022 Kia Niro S

Merced, CA

UnscoredInsufficient · 0
$16,61836,611 mi

Merced, CA

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

Modesto, CA

UnscoredInsufficient · 4
$16,991104,646 mi

Comparison: 4 similar vehicles

Modesto, CA

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

Turlock, CA

UnscoredInsufficient · 0
$16,99551,419 mi

Turlock, CA

2015 Toyota Prius Persona Series

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

2015 Toyota Prius Persona Series

Modesto, CA

UnscoredInsufficient · 0
$16,995103,269 mi

Modesto, CA

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

Modesto, CA

UnscoredInsufficient · 4
$16,99848,853 mi

Comparison: 4 similar vehicles

Modesto, CA

2022 Toyota Prius LE

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

2022 Toyota Prius LE

Modesto, CA

Fair PriceLimited · 11
$16,999118,717 mi

Market: $14,530 – $25,158

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 47 days listed (based on current market benchmarks)

Modesto, CA

2016 Toyota Prius Two

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

2016 Toyota Prius Two

Modesto, CA

Fair PriceLimited · 12
$16,999107,105 mi

Market: $8,495 – $18,990

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 645 days listed (based on current market benchmarks)

Modesto, CA

2022 Honda Insight EX

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

2022 Honda Insight EX

Turlock, CA

UnscoredLimited · 5
$17,000122,976 mi

Comparison: 5 similar vehicles

Turlock, CA

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

Manteca, CA

UnscoredInsufficient · 0
$17,06524,153 mi

Manteca, CA

2021 Toyota Prius LE

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

2021 Toyota Prius LE

Merced, CA

UnscoredInsufficient · 0
$17,549126,526 mi

Merced, CA

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

Manteca, CA

UnscoredInsufficient · 0
$17,56515,837 mi

Manteca, CA

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

Manteca, CA

Fair PriceModerate · 30
$18,065101,210 mi

Market: $17,990 – $27,113

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Manteca, CA

2019 Chrysler Pacifica Hybrid Touring Plus

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

2019 Chrysler Pacifica Hybrid Touring Plus

Stockton, CA

UnscoredInsufficient · 0
$18,08075,220 mi

Stockton, CA

2018 Toyota Prius Two

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

2018 Toyota Prius Two

Ceres, CA

UnscoredInsufficient · 4
$18,12773,017 mi

Comparison: 4 similar vehicles

Ceres, CA

2017 Toyota Prius Three

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

2017 Toyota Prius Three

Tracy, CA

UnscoredLimited · 8
$18,16090,295 mi

Comparison: 8 similar vehicles

Tracy, CA

2023 Kia Niro Wave

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

2023 Kia Niro Wave

Livermore, CA

UnscoredInsufficient · 0
$18,90045,212 mi

Livermore, CA

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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