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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 25, 2026

6M+

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

279 listings found

2016 Volvo XC60 T6

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

2016 Volvo XC60 T6

West Chester, PA

UnscoredLimited · 13
$3,991255,009 mi

Comparison: 13 similar vehicles

West Chester, PA

2010 Volvo S80 3.2

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

2010 Volvo S80 3.2

West Chester, PA

UnscoredInsufficient · 0
$5,991102,615 mi

West Chester, PA

2012 Volvo S60 T5

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

2012 Volvo S60 T5

West Chester, PA

UnscoredLimited · 9
$6,491111,420 mi

Comparison: 9 similar vehicles

West Chester, PA

2017 Volvo S60 T5 Dynamic

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

2017 Volvo S60 T5 Dynamic

West Chester, PA

UnscoredLimited · 8
$8,991114,740 mi

Comparison: 8 similar vehicles

West Chester, PA

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

West Chester, PA

UnscoredInsufficient · 3
$9,99794,911 mi

Comparison: 3 similar vehicles

West Chester, PA

2013 Volvo S60 T5

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

2013 Volvo S60 T5

West Chester, PA

OverpricedLimited · 18
$9,999106,591 mi

Market: $3,999 – $9,995

Comparison: 18 similar vehicles

West Chester, PA

2012 Volvo S60 T5

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

2012 Volvo S60 T5

West Chester, PA

UnscoredLimited · 9
$10,485140,674 mi

Comparison: 9 similar vehicles

West Chester, PA

2013 Volvo XC60 T6

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

2013 Volvo XC60 T6

West Chester, PA

OverpricedLimited · 10
$10,99976,166 mi

Market: $4,900 – $9,995

Comparison: 10 similar vehicles

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

West Chester, PA

2020 Volvo XC60 Momentum

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

2020 Volvo XC60 Momentum

West Chester, PA

UnscoredModerate · 25
$14,992134,633 mi

Comparison: 25 similar vehicles

West Chester, PA

2017 Volvo XC90 Momentum

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

2017 Volvo XC90 Momentum

West Chester, PA

Fair PriceLimited · 14
$15,995100,871 mi

Market: $10,950 – $31,999

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 44 days listed (based on current market benchmarks)

West Chester, PA

2017 Volvo S90 Inscription

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

2017 Volvo S90 Inscription

West Chester, PA

UnscoredInsufficient · 3
$15,999107,896 mi

Comparison: 3 similar vehicles

West Chester, PA

2019 Volvo XC60 Momentum

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

2019 Volvo XC60 Momentum

West Chester, PA

Great DealModerate · 24
$16,991104,048 mi

Market: $17,985 – $30,999

Comparison: 24 similar vehicles

Competitively priced ~6% below the typical range compared to similar vehicles · 58 days listed (based on current market benchmarks)

West Chester, PA

2018 Volvo S60 Dynamic

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

2018 Volvo S60 Dynamic

West Chester, PA

UnscoredInsufficient · 0
$18,39142,562 mi

West Chester, PA

2019 Volvo XC60 Momentum

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

2019 Volvo XC60 Momentum

West Chester, PA

Fair PriceModerate · 20
$19,33471,839 mi

Market: $16,991 – $30,999

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 36 days listed (based on current market benchmarks)

West Chester, PA

2018 Volvo V90 Cross Country

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

2018 Volvo V90 Cross Country

West Chester, PA

UnscoredInsufficient · 0
$20,951102,210 mi

West Chester, PA

2020 Volvo XC60 Inscription

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

2020 Volvo XC60 Inscription

West Chester, PA

Fair PriceModerate · 48
$26,29064,449 mi

Market: $17,495 – $27,142

Comparison: 48 similar vehicles

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

West Chester, PA

2019 Volvo XC60 R-Design

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

2019 Volvo XC60 R-Design

West Chester, PA

OverpricedModerate · 25
$26,39161,202 mi

Market: $15,399 – $24,995

Comparison: 25 similar vehicles

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

West Chester, PA

2024 Volvo S60 Core

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

2024 Volvo S60 Core

West Chester, PA

Fair PriceModerate · 35
$28,36630,990 mi

Market: $23,151 – $33,998

Comparison: 35 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 72 days listed (based on current market benchmarks)

West Chester, PA

2023 Volvo XC60 Plus

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

2023 Volvo XC60 Plus

West Chester, PA

Fair PriceModerate · 28
$28,48961,859 mi

Market: $20,995 – $28,805

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 134 days listed (based on current market benchmarks)

West Chester, PA

2021 Volvo XC40 R-Design

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

2021 Volvo XC40 R-Design

West Chester, PA

Fair PriceLimited · 13
$28,89134,653 mi

Market: $25,300 – $29,998

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

West Chester, PA

2023 Volvo XC40 Core

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

2023 Volvo XC40 Core

West Chester, PA

UnscoredInsufficient · 0
$28,99016,357 mi

West Chester, PA

2022 Volvo XC60 Momentum

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

2022 Volvo XC60 Momentum

West Chester, PA

UnscoredLimited · 6
$28,99140,474 mi

Comparison: 6 similar vehicles

West Chester, PA

2023 Volvo XC40 Ultimate

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

2023 Volvo XC40 Ultimate

West Chester, PA

Fair PriceLimited · 15
$29,49038,229 mi

Market: $25,494 – $32,798

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 96 days listed (based on current market benchmarks)

West Chester, PA

2021 Volvo S60 Momentum

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

2021 Volvo S60 Momentum

West Chester, PA

UnscoredInsufficient · 3
$30,39022,544 mi

Comparison: 3 similar vehicles

West Chester, PA

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

West Chester, PA

Fair PriceModerate · 27
$30,48815,986 mi

Market: $28,519 – $42,045

Comparison: 27 similar vehicles

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

West Chester, PA

2023 Volvo XC40 Plus

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

2023 Volvo XC40 Plus

West Chester, PA

Fair PriceModerate · 27
$31,29132,267 mi

Market: $25,995 – $33,995

Comparison: 27 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 63 days listed (based on current market benchmarks)

West Chester, PA

2024 Volvo XC40 Plus

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

2024 Volvo XC40 Plus

West Chester, PA

UnscoredLimited · 6
$33,39038,770 mi

Comparison: 6 similar vehicles

West Chester, PA

2024 Volvo XC40 Plus

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

2024 Volvo XC40 Plus

West Chester, PA

UnscoredLimited · 6
$33,39030,062 mi

Comparison: 6 similar vehicles

West Chester, PA

2024 Volvo XC40 Plus

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

2024 Volvo XC40 Plus

West Chester, PA

UnscoredLimited · 6
$33,39138,517 mi

Comparison: 6 similar vehicles

West Chester, PA

2023 Volvo XC60 Core

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

2023 Volvo XC60 Core

West Chester, PA

UnscoredInsufficient · 4
$34,59026,848 mi

Comparison: 4 similar vehicles

West Chester, PA

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

West Chester, PA

UnscoredInsufficient · 4
$35,59142,881 mi

Comparison: 4 similar vehicles

West Chester, PA

2023 Volvo XC60 Plus

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

2023 Volvo XC60 Plus

West Chester, PA

UnscoredInsufficient · 3
$36,39033,174 mi

Comparison: 3 similar vehicles

West Chester, PA

2023 Volvo XC60 Ultimate

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

2023 Volvo XC60 Ultimate

West Chester, PA

UnscoredLimited · 6
$36,99055,411 mi

Comparison: 6 similar vehicles

West Chester, PA

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

West Chester, PA

UnscoredInsufficient · 4
$37,20145,006 mi

Comparison: 4 similar vehicles

West Chester, PA

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

West Chester, PA

UnscoredInsufficient · 4
$37,29042,010 mi

Comparison: 4 similar vehicles

West Chester, PA

2023 Volvo XC60 Ultimate

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

2023 Volvo XC60 Ultimate

West Chester, PA

Fair PriceModerate · 31
$37,39039,466 mi

Market: $30,995 – $46,331

Comparison: 31 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

West Chester, PA

2025 Volvo EX30 Plus

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

2025 Volvo EX30 Plus

West Chester, PA

UnscoredInsufficient · 0
$38,09112,951 mi

West Chester, PA

2023 Volvo XC90 Plus

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

2023 Volvo XC90 Plus

West Chester, PA

UnscoredLimited · 6
$38,78127,829 mi

Comparison: 6 similar vehicles

West Chester, PA

2025 Volvo XC60 Plus

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

2025 Volvo XC60 Plus

West Chester, PA

Fair PriceRobust · 66
$38,99037,650 mi

Market: $32,000 – $88,866

Comparison: 66 similar vehicles

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

West Chester, PA

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

West Chester, PA

Fair PriceLimited · 11
$38,99031,382 mi

Market: $35,457 – $44,061

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

West Chester, PA

2024 Volvo S60 Plus

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

2024 Volvo S60 Plus

West Chester, PA

OverpricedRobust · 54
$39,09137,039 mi

Market: $27,998 – $38,748

Comparison: 54 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

West Chester, PA

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

West Chester, PA

Fair PriceLimited · 11
$39,39034,910 mi

Market: $35,457 – $44,061

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 13 days listed (based on current market benchmarks)

West Chester, PA

2024 Volvo V60 Cross Country Ultimate

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

2024 Volvo V60 Cross Country Ultimate

West Chester, PA

UnscoredInsufficient · 0
$39,99047,976 mi

West Chester, PA

2023 Volvo XC90 Plus

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

2023 Volvo XC90 Plus

West Chester, PA

OverpricedModerate · 20
$41,49034,244 mi

Market: $36,490 – $40,399

Comparison: 20 similar vehicles

Priced ~3% above the typical market range for similar vehicles (based on current market benchmarks)

West Chester, PA

2024 Volvo XC90 Ultimate

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

2024 Volvo XC90 Ultimate

West Chester, PA

UnscoredInsufficient · 3
$42,29066,312 mi

Comparison: 3 similar vehicles

West Chester, PA

2023 Volvo XC60 Plus

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

2023 Volvo XC60 Plus

West Chester, PA

Fair PriceRobust · 50
$42,59026,626 mi

Market: $28,900 – $44,995

Comparison: 50 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 91 days listed (based on current market benchmarks)

West Chester, PA

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

West Chester, PA

OverpricedModerate · 30
$43,39050,024 mi

Market: $29,864 – $41,399

Comparison: 30 similar vehicles

Priced ~5% above the typical market range for similar vehicles (based on current market benchmarks)

West Chester, PA

2024 Volvo XC90 Plus

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

2024 Volvo XC90 Plus

West Chester, PA

Fair PriceLimited · 12
$43,99037,880 mi

Market: $41,599 – $44,390

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 20 days listed (based on current market benchmarks)

West Chester, PA

2024 Volvo XC60 Plus

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

2024 Volvo XC60 Plus

West Chester, PA

OverpricedLimited · 11
$44,06139,198 mi

Market: $35,457 – $43,084

Comparison: 11 similar vehicles

Priced ~2% above the typical market range for similar vehicles (based on current market benchmarks)

West Chester, PA

2024 Volvo XC90 Plus

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

2024 Volvo XC90 Plus

West Chester, PA

Fair PriceModerate · 44
$45,39023,851 mi

Market: $39,990 – $51,181

Comparison: 44 similar vehicles

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

West Chester, PA

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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