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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 2, 2026

6.1M+

Unique vehicles analyzed

as of November 2, 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

202 listings found

2011 Mazda MAZDA6 i Touring

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

2011 Mazda MAZDA6 i Touring

Sonoma, CA

UnscoredInsufficient · 0
$8,93086,815 mi

Sonoma, CA

2015 BMW 3 Series 328i

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

2015 BMW 3 Series 328i

Sonoma, CA

Fair PriceModerate · 37
$9,930102,932 mi

Market: $4,800 – $13,342

Comparison: 37 similar vehicles

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

Sonoma, CA

2008 Honda CR-V EX-L

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

2008 Honda CR-V EX-L

Sonoma, CA

Unscored
$9,930131,350 mi

Comparison: 17 similar vehicles

Sonoma, CA

2018 Audi Q5 Premium

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

2018 Audi Q5 Premium

Sonoma, CA

Unscored
$10,930135,354 mi

Comparison: 19 similar vehicles

Sonoma, CA

2014 Lexus CT Base

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

2014 Lexus CT Base

Sonoma, CA

Unscored
$10,930158,740 mi

Comparison: 9 similar vehicles

Sonoma, CA

2013 BMW 5 Series 535i

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

2013 BMW 5 Series 535i

Sonoma, CA

Unscored
$11,93061,639 mi

Comparison: 9 similar vehicles

Sonoma, CA

2019 Audi Q5 Premium

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

2019 Audi Q5 Premium

Sonoma, CA

Great DealLimited · 12
$12,530112,280 mi

Market: $16,500 – $19,665

Comparison: 12 similar vehicles

Competitively priced ~24% below the typical range compared to similar vehicles · 169 days listed (based on current market benchmarks)

Sonoma, CA

2001 Porsche Boxster Base

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

2001 Porsche Boxster Base

Sonoma, CA

Unscored
$12,900Mileage not verified

Comparison: 6 similar vehicles

Sonoma, CA

2017 Chrysler Pacifica Limited

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

2017 Chrysler Pacifica Limited

Sonoma, CA

Fair PriceLimited · 12
$12,930109,883 mi

Market: $7,065 – $19,072

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Sonoma, CA

2016 Mazda MAZDA3 i Touring

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

2016 Mazda MAZDA3 i Touring

Sonoma, CA

Unscored
$12,930104,400 mi

Comparison: 8 similar vehicles

Sonoma, CA

2016 Audi A6 Premium Plus

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

2016 Audi A6 Premium Plus

Sonoma, CA

Fair PriceLimited · 11
$12,93091,009 mi

Market: $9,300 – $15,960

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 40 days listed (based on current market benchmarks)

Sonoma, CA

2008 Chevrolet Colorado LT

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

2008 Chevrolet Colorado LT

Sonoma, CA

UnscoredInsufficient · 0
$13,43045,035 mi

Sonoma, CA

2014 GMC Acadia Denali

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

2014 GMC Acadia Denali

Sonoma, CA

UnscoredInsufficient · 0
$14,56565,945 mi

Sonoma, CA

2002 Ford Thunderbird Deluxe

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

2002 Ford Thunderbird Deluxe

Sonoma, CA

Fair PriceLimited · 13
$14,900Mileage not verified

Market: $9,222 – $18,085

Comparison: 13 similar vehicles

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

Sonoma, CA

2017 Mercedes-Benz GLC GLC300

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

2017 Mercedes-Benz GLC GLC300

Sonoma, CA

Fair PriceModerate · 31
$14,93098,776 mi

Market: $9,754 – $20,995

Comparison: 31 similar vehicles

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

Sonoma, CA

1983 Mercedes-Benz 380

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

1983 Mercedes-Benz 380

Sonoma, CA

UnscoredInsufficient · 0
$15,900Mileage not verified

Sonoma, CA

2018 Chevrolet Malibu Hybrid

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

2018 Chevrolet Malibu Hybrid

Sonoma, CA

UnscoredInsufficient · 0
$16,56571,740 mi

Sonoma, CA

2017 Chevrolet Colorado LT

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

2017 Chevrolet Colorado LT

Sonoma, CA

Unscored
$16,930122,883 mi

Comparison: 9 similar vehicles

Sonoma, CA

2019 Honda Accord Hybrid EX

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

2019 Honda Accord Hybrid EX

Sonoma, CA

Unscored
$18,565103,024 mi

Comparison: 9 similar vehicles

Sonoma, CA

2025 Volkswagen Jetta SE

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

2025 Volkswagen Jetta SE

Sonoma, CA

UnscoredInsufficient · 3
$19,56543,897 mi

Comparison: 3 similar vehicles

Sonoma, CA

2023 Chrysler 300 Touring L

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

2023 Chrysler 300 Touring L

Sonoma, CA

UnscoredInsufficient · 0
$19,930116,404 mi

Sonoma, CA

2018 Toyota Camry LE

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

2018 Toyota Camry LE

Sonoma, CA

UnscoredInsufficient · 3
$19,93091,204 mi

Comparison: 3 similar vehicles

Sonoma, CA

2024 Toyota Corolla LE

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

2024 Toyota Corolla LE

Sonoma, CA

Fair PriceModerate · 26
$20,16551,235 mi

Market: $18,113 – $24,329

Comparison: 26 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Sonoma, CA

2021 Subaru Ascent Limited

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

2021 Subaru Ascent Limited

Sonoma, CA

Fair PriceLimited · 14
$21,56579,642 mi

Market: $15,800 – $39,842

Comparison: 14 similar vehicles

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

Sonoma, CA

2024 Volkswagen Tiguan SE

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

2024 Volkswagen Tiguan SE

Sonoma, CA

Fair PriceModerate · 24
$22,46533,605 mi

Market: $19,015 – $26,117

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 46 days listed (based on current market benchmarks)

Sonoma, CA

2021 GMC Acadia SLE

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

2021 GMC Acadia SLE

Sonoma, CA

UnscoredInsufficient · 0
$22,56541,230 mi

Sonoma, CA

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Sonoma, CA

UnscoredInsufficient · 4
$23,16432,279 mi

Comparison: 4 similar vehicles

Sonoma, CA

2021 Mercedes-Benz GLC GLC300

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

2021 Mercedes-Benz GLC GLC300

Sonoma, CA

Unscored
$23,16452,874 mi

Comparison: 5 similar vehicles

Sonoma, CA

2018 Chevrolet Tahoe Premier

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

2018 Chevrolet Tahoe Premier

Sonoma, CA

Unscored
$23,565130,000 mi

Comparison: 12 similar vehicles

Sonoma, CA

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Sonoma, CA

Fair PriceRobust · 145
$24,016Mileage not verified

Market: $21,977 – $28,640

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 35 days listed (based on current market benchmarks)

Sonoma, CA

2026 Chevrolet Trax LS

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

2026 Chevrolet Trax LS

Sonoma, CA

Fair PriceRobust · 145
$24,016Mileage not verified

Market: $21,977 – $28,640

Comparison: 145 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 9 days listed (based on current market benchmarks)

Sonoma, CA

2024 Hyundai IONIQ 5 SEL

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

2024 Hyundai IONIQ 5 SEL

Sonoma, CA

Fair PriceModerate · 47
$24,06523,632 mi

Market: $24,171 – $27,170

Comparison: 47 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)

Sonoma, CA

2024 Chrysler Pacifica PHEV Select

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

2024 Chrysler Pacifica PHEV Select

Sonoma, CA

Fair PriceModerate · 22
$24,55955,558 mi

Market: $20,996 – $30,404

Comparison: 22 similar vehicles

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

Sonoma, CA

2024 Subaru Crosstrek Sport

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

2024 Subaru Crosstrek Sport

Sonoma, CA

Fair PriceLimited · 15
$25,06532,593 mi

Market: $24,299 – $29,520

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 65 days listed (based on current market benchmarks)

Sonoma, CA

2024 Chevrolet Equinox EV LT

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

2024 Chevrolet Equinox EV LT

Sonoma, CA

Fair PriceLimited · 19
$25,5599,343 mi

Market: $23,981 – $29,988

Comparison: 19 similar vehicles

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

Sonoma, CA

2023 Dodge Durango GT

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

2023 Dodge Durango GT

Sonoma, CA

Fair PriceLimited · 16
$25,56562,827 mi

Market: $25,980 – $30,122

Comparison: 16 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 348 days listed (based on current market benchmarks)

Sonoma, CA

2026 Chevrolet Trax LT

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

2026 Chevrolet Trax LT

Sonoma, CA

Fair PriceModerate · 34
$25,611Mileage not verified

Market: $23,357 – $26,797

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 92 days listed (based on current market benchmarks)

Sonoma, CA

2026 Chevrolet Trailblazer LS

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

2026 Chevrolet Trailblazer LS

Sonoma, CA

UnscoredInsufficient · 4
$25,651Mileage not verified

Comparison: 4 similar vehicles

Sonoma, CA

2018 RAM 1500 Pickup Sport

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

2018 RAM 1500 Pickup Sport

Sonoma, CA

UnscoredInsufficient · 0
$27,06580,255 mi

Sonoma, CA

2026 Chevrolet Trax RS

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

2026 Chevrolet Trax RS

Sonoma, CA

Fair PriceModerate · 23
$28,011Mileage not verified

Market: $23,407 – $29,331

Comparison: 23 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 34 days listed (based on current market benchmarks)

Sonoma, CA

2026 Chevrolet Trax Activ

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

2026 Chevrolet Trax Activ

Sonoma, CA

Fair PriceLimited · 19
$28,311Mileage not verified

Market: $24,817 – $28,726

Comparison: 19 similar vehicles

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

Sonoma, CA

2024 Honda Accord Hybrid Touring

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

2024 Honda Accord Hybrid Touring

Sonoma, CA

Unscored
$30,36534,155 mi

Comparison: 7 similar vehicles

Sonoma, CA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Sonoma, CA

Fair PriceModerate · 47
$30,511Mileage not verified

Market: $26,697 – $36,590

Comparison: 47 similar vehicles

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

Sonoma, CA

2027 Chevrolet Bolt LT

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

2027 Chevrolet Bolt LT

Sonoma, CA

Fair PriceModerate · 47
$30,511Mileage not verified

Market: $26,697 – $36,590

Comparison: 47 similar vehicles

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

Sonoma, CA

2021 Chevrolet Silverado 1500 RST

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

2021 Chevrolet Silverado 1500 RST

Sonoma, CA

Fair PriceRobust · 60
$30,56578,538 mi

Market: $20,895 – $39,568

Comparison: 60 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 387 days listed (based on current market benchmarks)

Sonoma, CA

2023 Toyota RAV4 LE

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

2023 Toyota RAV4 LE

Sonoma, CA

Fair PriceModerate · 26
$31,55957,146 mi

Market: $25,572 – $33,180

Comparison: 26 similar vehicles

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

Sonoma, CA

2025 Chevrolet Colorado Work Truck

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

2025 Chevrolet Colorado Work Truck

Sonoma, CA

Unscored
$32,06516,956 mi

Comparison: 7 similar vehicles

Sonoma, CA

2026 Chevrolet Equinox LT

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

2026 Chevrolet Equinox LT

Sonoma, CA

Unscored
$32,356Mileage not verified

Comparison: 5 similar vehicles

Sonoma, CA

2024 Toyota Tacoma SR5

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

2024 Toyota Tacoma SR5

Sonoma, CA

UnscoredInsufficient · 4
$33,06566,034 mi

Comparison: 4 similar vehicles

Sonoma, CA

2026 Chevrolet Trailblazer RS

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

2026 Chevrolet Trailblazer RS

Sonoma, CA

Unscored
$33,131Mileage not verified

Comparison: 7 similar vehicles

Sonoma, 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.
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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