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 25, 2026

6.1M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

91 listings found

2004 Volvo XC90 Base

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

2004 Volvo XC90 Base

Milwaukie, OR

UnscoredLimited · 9
$2,995198,709 mi

Comparison: 9 similar vehicles

Milwaukie, OR

1997 Volvo 850 GLT

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

1997 Volvo 850 GLT

Milwaukie, OR

UnscoredInsufficient · 0
$2,995146,257 mi

Milwaukie, OR

2007 Volvo XC90 3.2

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

2007 Volvo XC90 3.2

Milwaukie, OR

UnscoredInsufficient · 0
$3,495175,609 mi

Milwaukie, OR

2012 Volvo XC60 T6 R-Design

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

2012 Volvo XC60 T6 R-Design

Milwaukie, OR

UnscoredInsufficient · 0
$3,995166,947 mi

Milwaukie, OR

2011 Volvo S40 T5

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

2011 Volvo S40 T5

Milwaukie, OR

UnscoredInsufficient · 0
$3,995157,828 mi

Milwaukie, OR

2008 Volvo C70 T5

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

2008 Volvo C70 T5

Milwaukie, OR

UnscoredInsufficient · 0
$3,995163,874 mi

Milwaukie, OR

2007 Volvo C70 T5

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

2007 Volvo C70 T5

Milwaukie, OR

UnscoredInsufficient · 0
$4,950147,682 mi

Milwaukie, OR

2009 Volvo S40 2.4i

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

2009 Volvo S40 2.4i

Milwaukie, OR

UnscoredInsufficient · 0
$4,995119,515 mi

Milwaukie, OR

2015 Volvo XC60 Premier

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

2015 Volvo XC60 Premier

Milwaukie, OR

UnscoredLimited · 7
$5,495164,927 mi

Comparison: 7 similar vehicles

Milwaukie, OR

2007 Volvo S40 T5

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

2007 Volvo S40 T5

Milwaukie, OR

UnscoredInsufficient · 0
$5,790117,015 mi

Milwaukie, OR

2016 Volvo S80 T5 Platinum

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

2016 Volvo S80 T5 Platinum

Milwaukie, OR

UnscoredInsufficient · 0
$5,995169,053 mi

Milwaukie, OR

2016 Volvo S60 T5 Platinum

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

2016 Volvo S60 T5 Platinum

Milwaukie, OR

UnscoredInsufficient · 3
$8,995113,991 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2016 Volvo S60 T5 Premier

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

2016 Volvo S60 T5 Premier

Milwaukie, OR

UnscoredInsufficient · 0
$9,99583,697 mi

Milwaukie, OR

2015 Volvo S60 T5 Platinum

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

2015 Volvo S60 T5 Platinum

Milwaukie, OR

UnscoredInsufficient · 0
$11,888104,483 mi

Milwaukie, OR

2016 Volvo XC90 Momentum

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

2016 Volvo XC90 Momentum

Milwaukie, OR

Fair PriceLimited · 17
$12,888111,599 mi

Market: $13,200 – $16,795

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 162 days listed (based on current market benchmarks)

Milwaukie, OR

2016 Volvo V60 Base

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

2016 Volvo V60 Base

Milwaukie, OR

UnscoredInsufficient · 3
$12,99573,254 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2016 Volvo S60 T5 Platinum

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

2016 Volvo S60 T5 Platinum

Milwaukie, OR

UnscoredInsufficient · 0
$13,74582,972 mi

Milwaukie, OR

2016 Volvo V60 Base

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

2016 Volvo V60 Base

Milwaukie, OR

UnscoredInsufficient · 0
$14,99559,585 mi

Milwaukie, OR

2005 Volvo S80 2.5T AWD A

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

2005 Volvo S80 2.5T AWD A

Milwaukie, OR

UnscoredInsufficient · 0
$14,99578,076 mi

Milwaukie, OR

2016 Volvo XC90 Inscription

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

2016 Volvo XC90 Inscription

Milwaukie, OR

OverpricedLimited · 16
$16,57771,166 mi

Market: $10,791 – $16,499

Comparison: 16 similar vehicles

Milwaukie, OR

2016 Volvo XC90 Momentum

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

2016 Volvo XC90 Momentum

Milwaukie, OR

OverpricedLimited · 17
$16,79572,972 mi

Market: $12,888 – $15,908

Comparison: 17 similar vehicles

Priced ~6% above the typical market range for similar vehicles (based on current market benchmarks)

Milwaukie, OR

2018 Volvo XC60 Inscription

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

2018 Volvo XC60 Inscription

Milwaukie, OR

UnscoredInsufficient · 3
$19,13873,234 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2020 Volvo XC90 Momentum

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

2020 Volvo XC90 Momentum

Milwaukie, OR

Fair PriceLimited · 12
$19,34897,030 mi

Market: $15,999 – $24,950

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Milwaukie, OR

2019 Volvo XC60 Inscription

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

2019 Volvo XC60 Inscription

Milwaukie, OR

UnscoredInsufficient · 0
$19,63782,249 mi

Milwaukie, OR

2019 Volvo XC90 Momentum

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

2019 Volvo XC90 Momentum

Milwaukie, OR

UnscoredLimited · 8
$19,94483,885 mi

Comparison: 8 similar vehicles

Milwaukie, OR

2021 Volvo XC60 Momentum

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

2021 Volvo XC60 Momentum

Milwaukie, OR

UnscoredInsufficient · 0
$19,99992,773 mi

Milwaukie, OR

2019 Volvo XC90 Momentum

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

2019 Volvo XC90 Momentum

Milwaukie, OR

UnscoredLimited · 9
$20,98980,452 mi

Comparison: 9 similar vehicles

Milwaukie, OR

2022 Volvo S60 R-Design

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

2022 Volvo S60 R-Design

Milwaukie, OR

UnscoredInsufficient · 0
$21,31995,341 mi

Milwaukie, OR

2022 Volvo S60 Momentum

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

2022 Volvo S60 Momentum

Milwaukie, OR

UnscoredInsufficient · 0
$21,49073,551 mi

Milwaukie, OR

2019 Volvo XC90 Momentum

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

2019 Volvo XC90 Momentum

Milwaukie, OR

OverpricedLimited · 11
$21,99873,276 mi

Market: $16,499 – $21,239

Comparison: 11 similar vehicles

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

Milwaukie, OR

2018 Volvo XC60 Momentum

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

2018 Volvo XC60 Momentum

Milwaukie, OR

UnscoredInsufficient · 3
$21,99864,114 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2018 Volvo XC90 Inscription

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

2018 Volvo XC90 Inscription

Milwaukie, OR

UnscoredInsufficient · 3
$21,99873,221 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2019 Volvo XC60 Momentum

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

2019 Volvo XC60 Momentum

Milwaukie, OR

UnscoredInsufficient · 0
$23,50041,120 mi

Milwaukie, OR

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Milwaukie, OR

UnscoredLimited · 8
$24,69243,606 mi

Comparison: 8 similar vehicles

Milwaukie, OR

2020 Volvo XC60 Inscription

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

2020 Volvo XC60 Inscription

Milwaukie, OR

UnscoredInsufficient · 0
$24,88852,714 mi

Milwaukie, OR

2018 Volvo XC90 Inscription

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

2018 Volvo XC90 Inscription

Milwaukie, OR

UnscoredInsufficient · 3
$24,88872,570 mi

Comparison: 3 similar vehicles

Milwaukie, OR

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Milwaukie, OR

Fair PriceLimited · 15
$26,72930,859 mi

Market: $24,996 – $32,683

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 100 days listed (based on current market benchmarks)

Milwaukie, OR

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

Milwaukie, OR

UnscoredInsufficient · 0
$26,90015,225 mi

Milwaukie, OR

2023 Volvo C40 Core

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

2023 Volvo C40 Core

Milwaukie, OR

UnscoredInsufficient · 0
$28,49519,818 mi

Milwaukie, OR

2019 Volvo V90 R-Design

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

2019 Volvo V90 R-Design

Milwaukie, OR

UnscoredInsufficient · 0
$28,99856,655 mi

Milwaukie, OR

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

Milwaukie, OR

UnscoredInsufficient · 0
$30,79234,084 mi

Milwaukie, OR

2023 Volvo C40 Ultimate

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

2023 Volvo C40 Ultimate

Milwaukie, OR

UnscoredInsufficient · 4
$31,1025,002 mi

Comparison: 4 similar vehicles

Milwaukie, OR

2023 Volvo XC90 Core

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

2023 Volvo XC90 Core

Milwaukie, OR

UnscoredInsufficient · 0
$31,90049,526 mi

Milwaukie, OR

2023 Volvo XC40 Ultimate

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

2023 Volvo XC40 Ultimate

Milwaukie, OR

UnscoredInsufficient · 4
$33,49526,256 mi

Comparison: 4 similar vehicles

Milwaukie, OR

2023 Volvo XC40 Plus

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

2023 Volvo XC40 Plus

Milwaukie, OR

UnscoredInsufficient · 0
$33,9986,592 mi

Milwaukie, OR

2023 Volvo XC90 Plus

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

2023 Volvo XC90 Plus

Milwaukie, OR

UnscoredLimited · 5
$34,31550,030 mi

Comparison: 5 similar vehicles

Milwaukie, OR

2023 Volvo XC90 Plus

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

2023 Volvo XC90 Plus

Milwaukie, OR

Fair PriceLimited · 17
$34,93737,177 mi

Market: $35,637 – $41,383

Comparison: 17 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 116 days listed (based on current market benchmarks)

Milwaukie, OR

2020 Volvo XC90 Inscription

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

2020 Volvo XC90 Inscription

Milwaukie, OR

UnscoredInsufficient · 0
$34,99033,741 mi

Milwaukie, OR

2026 Volvo XC40 Plus

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

2026 Volvo XC40 Plus

Milwaukie, OR

UnscoredLimited · 5
$37,45014,032 mi

Comparison: 5 similar vehicles

Milwaukie, OR

2023 Volvo XC90 Ultimate

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

2023 Volvo XC90 Ultimate

Milwaukie, OR

Fair PriceModerate · 27
$37,73940,798 mi

Market: $37,623 – $39,766

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Milwaukie, OR

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.