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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 · November 9, 2026

7.3M+

Vehicles tracked nationwide

6M+ searchable on oav.io

60,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

New and used·Listings processed daily

Or explore the market

133 listings found

2018 Audi Q5 Premium Plus

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

2018 Audi Q5 Premium Plus

Sharon, MA

Fair PriceRobust · 139
$14,495110,810 mi

Market: $10,795 – $23,546

Comparison: 139 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 33 days listed (based on current market benchmarks)

Sharon, MA

2011 Lexus IS 250

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

2011 Lexus IS 250

Sharon, MA

Unscored
$15,39787,825 mi

Comparison: 8 similar vehicles

Sharon, MA

2021 Hyundai Kona EV Limited

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

2021 Hyundai Kona EV Limited

Sharon, MA

UnscoredInsufficient · 0
$17,47639,174 mi

Sharon, MA

2024 Chevrolet Trax LS

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

2024 Chevrolet Trax LS

Sharon, MA

Unscored
$19,29734,609 mi

Comparison: 7 similar vehicles

Sharon, MA

2020 Honda Accord LX

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

2020 Honda Accord LX

Sharon, MA

Fair PriceLimited · 11
$19,47678,766 mi

Market: $14,485 – $21,763

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Sharon, MA

2023 Volkswagen Jetta SE

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

2023 Volkswagen Jetta SE

Sharon, MA

Fair PriceModerate · 20
$20,02126,894 mi

Market: $19,432 – $21,613

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Sharon, MA

2018 Mercedes-Benz GLE-Class GLE350

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

2018 Mercedes-Benz GLE-Class GLE350

Sharon, MA

Fair PriceRobust · 85
$20,49799,692 mi

Market: $12,995 – $24,548

Comparison: 85 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 5 days listed (based on current market benchmarks)

Sharon, MA

2024 Mazda CX-50 S PREFERRED

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

2024 Mazda CX-50 S PREFERRED

Sharon, MA

Fair PriceLimited · 12
$21,98766,399 mi

Market: $19,000 – $23,690

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 27 days listed (based on current market benchmarks)

Sharon, MA

2023 Volkswagen ID.4 PRO

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

2023 Volkswagen ID.4 PRO

Sharon, MA

Fair PriceLimited · 18
$22,44936,547 mi

Market: $19,990 – $23,378

Comparison: 18 similar vehicles

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

Sharon, MA

2025 Honda Civic Sport

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

2025 Honda Civic Sport

Sharon, MA

Fair PriceModerate · 45
$24,49519,936 mi

Market: $23,780 – $27,869

Comparison: 45 similar vehicles

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

Sharon, MA

2025 Honda Accord LX

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

2025 Honda Accord LX

Sharon, MA

Fair PriceModerate · 33
$24,79738,920 mi

Market: $20,800 – $26,415

Comparison: 33 similar vehicles

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

Sharon, MA

2025 Honda Civic Sport

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

2025 Honda Civic Sport

Sharon, MA

Fair PriceModerate · 47
$26,19714,663 mi

Market: $23,780 – $27,869

Comparison: 47 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 19 days listed (based on current market benchmarks)

Sharon, MA

2023 Subaru Forester Wilderness

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

2023 Subaru Forester Wilderness

Sharon, MA

Unscored
$26,98742,719 mi

Comparison: 5 similar vehicles

Sharon, MA

2025 Toyota Camry LE

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

2025 Toyota Camry LE

Sharon, MA

Fair PriceModerate · 33
$28,39812,612 mi

Market: $26,995 – $30,436

Comparison: 33 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 25 days listed (based on current market benchmarks)

Sharon, MA

2024 Honda CR-V EX

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

2024 Honda CR-V EX

Sharon, MA

Great DealRobust · 100
$28,78726,883 mi

Market: $29,920 – $32,947

Comparison: 100 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 48 days listed (based on current market benchmarks)

Sharon, MA

2023 Cadillac XT5 Premium Luxury

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

2023 Cadillac XT5 Premium Luxury

Sharon, MA

Fair PriceModerate · 33
$29,78733,753 mi

Market: $30,387 – $37,597

Comparison: 33 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 79 days listed (based on current market benchmarks)

Sharon, MA

2022 Jeep Gladiator WILLYS SPORT

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

2022 Jeep Gladiator WILLYS SPORT

Sharon, MA

UnscoredInsufficient · 3
$29,93645,023 mi

Comparison: 3 similar vehicles

Sharon, MA

2017 Lexus ES 350

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

2017 Lexus ES 350

Sharon, MA

OverpricedModerate · 31
$30,18733,776 mi

Market: $27,287 – $27,998

Comparison: 31 similar vehicles

Priced ~8% above the typical market range for similar vehicles (based on current market benchmarks)

Sharon, MA

2019 Audi S5 Sportback Premium Plus

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

2019 Audi S5 Sportback Premium Plus

Sharon, MA

UnscoredInsufficient · 3
$30,49650,759 mi

Comparison: 3 similar vehicles

Sharon, MA

2023 Audi A4 Premium Plus

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

2023 Audi A4 Premium Plus

Sharon, MA

Fair PriceModerate · 23
$31,69724,015 mi

Market: $26,574 – $35,684

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 61 days listed (based on current market benchmarks)

Sharon, MA

2025 Ford Bronco Sport Badlands

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

2025 Ford Bronco Sport Badlands

Sharon, MA

Unscored
$31,79721,345 mi

Comparison: 8 similar vehicles

Sharon, MA

2024 Honda CR-V EX

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

2024 Honda CR-V EX

Sharon, MA

Fair PriceModerate · 22
$31,97419,538 mi

Market: $30,070 – $33,786

Comparison: 22 similar vehicles

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

Sharon, MA

2023 Honda Passport EX-L

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

2023 Honda Passport EX-L

Sharon, MA

OverpricedRobust · 57
$31,99741,872 mi

Market: $29,500 – $31,985

Comparison: 57 similar vehicles

Sharon, MA

2021 Audi A4 allroad Prestige

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

2021 Audi A4 allroad Prestige

Sharon, MA

UnscoredInsufficient · 0
$31,99761,022 mi

Sharon, MA

2025 Audi Q3 S Line Premium

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

2025 Audi Q3 S Line Premium

Sharon, MA

Unscored
$32,49716,717 mi

Comparison: 6 similar vehicles

Sharon, MA

2025 Jeep Gladiator Sport

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

2025 Jeep Gladiator Sport

Sharon, MA

UnscoredInsufficient · 0
$34,4979,033 mi

Sharon, MA

2025 GMC Acadia Elevation

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

2025 GMC Acadia Elevation

Sharon, MA

UnscoredInsufficient · 0
$35,4363,275 mi

Sharon, MA

2024 Honda Passport EX-L

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

2024 Honda Passport EX-L

Sharon, MA

Fair PriceModerate · 37
$35,49730,275 mi

Market: $29,690 – $35,749

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 55 days listed (based on current market benchmarks)

Sharon, MA

2026 Cadillac CT4 Premium Luxury

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

2026 Cadillac CT4 Premium Luxury

Sharon, MA

Unscored
$36,18722,256 mi

Comparison: 7 similar vehicles

Sharon, MA

2025 Audi Q5 Premium

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

2025 Audi Q5 Premium

Sharon, MA

Fair PriceRobust · 315
$36,9949,638 mi

Market: $37,576 – $42,102

Comparison: 315 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 53 days listed (based on current market benchmarks)

Sharon, MA

2025 Honda CR-V Sport-L

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

2025 Honda CR-V Sport-L

Sharon, MA

Fair PriceModerate · 36
$37,32322,803 mi

Market: $34,668 – $37,998

Comparison: 36 similar vehicles

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

Sharon, MA

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Sharon, MA

Fair PriceModerate · 45
$38,49736,500 mi

Market: $34,374 – $41,345

Comparison: 45 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 4 days listed (based on current market benchmarks)

Sharon, MA

2025 Audi Q5 Premium Plus

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

2025 Audi Q5 Premium Plus

Sharon, MA

Fair PriceRobust · 325
$38,9969,986 mi

Market: $37,995 – $51,539

Comparison: 325 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Sharon, MA

2024 BMW X3 30i

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

2024 BMW X3 30i

Sharon, MA

Fair PriceRobust · 338
$39,25025,046 mi

Market: $33,995 – $45,977

Comparison: 338 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sharon, MA

2023 Mercedes-Benz GLC 300

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

2023 Mercedes-Benz GLC 300

Sharon, MA

Unscored
$39,49714,965 mi

Comparison: 6 similar vehicles

Sharon, MA

2022 Land Rover Defender SE

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

2022 Land Rover Defender SE

Sharon, MA

OverpricedModerate · 30
$39,59846,612 mi

Market: $37,598 – $39,177

Comparison: 30 similar vehicles

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

Sharon, MA

2026 Land Rover Range Rover Evoque Dynamic SE

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

2026 Land Rover Range Rover Evoque Dynamic SE

Sharon, MA

Unscored
$40,28913,307 mi

Comparison: 6 similar vehicles

Sharon, MA

2025 Kia Carnival SX Prestige

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

2025 Kia Carnival SX Prestige

Sharon, MA

Unscored
$40,49620,619 mi

Comparison: 9 similar vehicles

Sharon, MA

2025 Nissan Pathfinder Platinum

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

2025 Nissan Pathfinder Platinum

Sharon, MA

Fair PriceModerate · 36
$40,69712,258 mi

Market: $36,094 – $42,176

Comparison: 36 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Sharon, MA

2026 Mercedes-Benz CLA 250

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

2026 Mercedes-Benz CLA 250

Sharon, MA

Fair PriceModerate · 37
$41,2974,904 mi

Market: $41,254 – $49,590

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 53 days listed (based on current market benchmarks)

Sharon, MA

2022 Toyota 4Runner Limited

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

2022 Toyota 4Runner Limited

Sharon, MA

Fair PriceModerate · 37
$42,48764,963 mi

Market: $32,076 – $42,977

Comparison: 37 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 7 days listed (based on current market benchmarks)

Sharon, MA

2023 GMC Yukon AT4

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

2023 GMC Yukon AT4

Sharon, MA

Great DealModerate · 30
$45,46766,667 mi

Market: $49,297 – $54,044

Comparison: 30 similar vehicles

Competitively priced ~8% below the typical range compared to similar vehicles · 291 days listed (based on current market benchmarks)

Sharon, MA

2026 Lexus UX Hybrid 300h F Sport Design

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

2026 Lexus UX Hybrid 300h F Sport Design

Sharon, MA

Unscored
$47,079Mileage not verified

Comparison: 6 similar vehicles

Sharon, MA

2026 Lexus UX Hybrid 300h Premium

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

2026 Lexus UX Hybrid 300h Premium

Sharon, MA

Unscored
$47,133Mileage not verified

Comparison: 6 similar vehicles

Sharon, MA

2026 Lexus UX Hybrid 300h Premium

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

2026 Lexus UX Hybrid 300h Premium

Sharon, MA

Fair PriceLimited · 19
$47,898Mileage not verified

Market: $46,509 – $48,557

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 24 days listed (based on current market benchmarks)

Sharon, MA

2026 Lexus NX 350

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

2026 Lexus NX 350

Sharon, MA

Fair PriceRobust · 165
$50,802Mileage not verified

Market: $50,194 – $62,188

Comparison: 165 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 23 days listed (based on current market benchmarks)

Sharon, MA

2026 Lexus NX 350

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

2026 Lexus NX 350

Sharon, MA

Fair PriceRobust · 165
$52,679Mileage not verified

Market: $50,194 – $62,188

Comparison: 165 similar vehicles

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

Sharon, MA

2026 Lexus NX 350

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

2026 Lexus NX 350

Sharon, MA

Fair PriceRobust · 165
$52,778Mileage not verified

Market: $50,194 – $62,188

Comparison: 165 similar vehicles

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

Sharon, MA

2026 Lexus NX 350

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

2026 Lexus NX 350

Sharon, MA

Fair PriceRobust · 194
$53,428Mileage not verified

Market: $48,556 – $62,299

Comparison: 194 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 12 days listed (based on current market benchmarks)

Sharon, MA

2026 Lexus NX Hybrid 350h

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

2026 Lexus NX Hybrid 350h

Sharon, MA

Fair PriceModerate · 38
$53,489Mileage not verified

Market: $53,884 – $62,633

Comparison: 38 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 4 days listed (based on current market benchmarks)

Sharon, MA

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, and this listing has not been listed longer than the cohort’s typical time on market. A listing coming off the market is not always a sale. 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 time on market, 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 cohort of similar vehicles whose listings recently came off the market is leaving the market faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not been listed longer than the cohort's typical time on market. 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 recently 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.
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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