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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

188 listings found

2014 Audi A4 Premium

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

2014 Audi A4 Premium

Oxnard, CA

UnscoredLimited · 5
$10,05896,295 mi

Comparison: 5 similar vehicles

Oxnard, CA

2015 Audi A3 Sedan Premium

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

2015 Audi A3 Sedan Premium

Oxnard, CA

Fair PriceLimited · 11
$11,95898,956 mi

Market: $6,860 – $12,167

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 29 days listed (based on current market benchmarks)

Oxnard, CA

2015 Audi Q3 Prestige

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

2015 Audi Q3 Prestige

Oxnard, CA

UnscoredLimited · 5
$12,03283,241 mi

Comparison: 5 similar vehicles

Oxnard, CA

2016 Audi Q3 Premium Plus

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

2016 Audi Q3 Premium Plus

Oxnard, CA

Fair PriceLimited · 10
$13,99866,059 mi

Market: $7,535 – $14,599

Comparison: 10 similar vehicles

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

Oxnard, CA

2016 Audi Q3 Premium Plus

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

2016 Audi Q3 Premium Plus

Oxnard, CA

OverpricedLimited · 10
$14,59974,827 mi

Market: $7,535 – $13,998

Comparison: 10 similar vehicles

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

Oxnard, CA

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

Oxnard, CA

Fair PriceLimited · 11
$14,66886,519 mi

Market: $8,989 – $15,169

Comparison: 11 similar vehicles

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

Oxnard, CA

2019 Audi A3 Sedan Premium

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

2019 Audi A3 Sedan Premium

Oxnard, CA

Fair PriceLimited · 10
$14,95886,954 mi

Market: $9,987 – $18,819

Comparison: 10 similar vehicles

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

Oxnard, CA

2016 Audi A3 Sedan Premium

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

2016 Audi A3 Sedan Premium

Oxnard, CA

Fair PriceLimited · 13
$14,99867,128 mi

Market: $7,800 – $15,400

Comparison: 13 similar vehicles

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

Oxnard, CA

2016 Audi A3 Sportback e-tron Premium Plus

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

2016 Audi A3 Sportback e-tron Premium Plus

Oxnard, CA

UnscoredInsufficient · 0
$14,99860,449 mi

Oxnard, CA

2018 Audi Q3 Premium Plus

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

2018 Audi Q3 Premium Plus

Oxnard, CA

UnscoredLimited · 7
$15,99885,827 mi

Comparison: 7 similar vehicles

Oxnard, CA

2017 Audi Q7 Premium Plus

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

2017 Audi Q7 Premium Plus

Oxnard, CA

UnscoredLimited · 8
$17,171107,260 mi

Comparison: 8 similar vehicles

Oxnard, CA

2017 Audi A7 Prestige

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

2017 Audi A7 Prestige

Oxnard, CA

UnscoredInsufficient · 0
$18,11298,742 mi

Oxnard, CA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Oxnard, CA

UnscoredInsufficient · 3
$19,86869,163 mi

Comparison: 3 similar vehicles

Oxnard, CA

2019 Audi Q5 Premium

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

2019 Audi Q5 Premium

Oxnard, CA

UnscoredInsufficient · 0
$19,99845,550 mi

Oxnard, CA

2022 Audi A4 Premium Plus

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

2022 Audi A4 Premium Plus

Oxnard, CA

UnscoredLimited · 7
$20,99869,675 mi

Comparison: 7 similar vehicles

Oxnard, CA

2019 Audi e-tron Prestige

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

2019 Audi e-tron Prestige

Oxnard, CA

UnscoredInsufficient · 0
$21,11748,543 mi

Oxnard, CA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Oxnard, CA

UnscoredInsufficient · 0
$21,29254,523 mi

Oxnard, CA

2020 Audi Q3 Premium

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

2020 Audi Q3 Premium

Oxnard, CA

UnscoredInsufficient · 0
$21,99836,289 mi

Oxnard, CA

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

Oxnard, CA

UnscoredInsufficient · 4
$21,99832,765 mi

Comparison: 4 similar vehicles

Oxnard, CA

2018 Audi A5 Coupe Premium

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

2018 Audi A5 Coupe Premium

Oxnard, CA

UnscoredInsufficient · 0
$21,99841,261 mi

Oxnard, CA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Oxnard, CA

Great DealLimited · 10
$22,74149,742 mi

Market: $23,679 – $29,514

Comparison: 10 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 25 days listed (based on current market benchmarks)

Oxnard, CA

2024 Audi Q3 S Line Premium

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

2024 Audi Q3 S Line Premium

Oxnard, CA

UnscoredLimited · 8
$22,99857,006 mi

Comparison: 8 similar vehicles

Oxnard, CA

2019 Audi Q5 Premium

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

2019 Audi Q5 Premium

Oxnard, CA

UnscoredInsufficient · 0
$22,99817,734 mi

Oxnard, CA

2021 Audi Q5 Premium Plus

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

2021 Audi Q5 Premium Plus

Oxnard, CA

UnscoredInsufficient · 3
$24,99859,555 mi

Comparison: 3 similar vehicles

Oxnard, CA

2018 Audi A6 Premium Plus

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

2018 Audi A6 Premium Plus

Oxnard, CA

UnscoredInsufficient · 3
$25,17165,718 mi

Comparison: 3 similar vehicles

Oxnard, CA

2023 Audi A3 Sedan Premium

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

2023 Audi A3 Sedan Premium

Oxnard, CA

UnscoredInsufficient · 4
$25,99829,042 mi

Comparison: 4 similar vehicles

Oxnard, CA

2024 Audi A5 Sportback Premium

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

2024 Audi A5 Sportback Premium

Oxnard, CA

UnscoredLimited · 8
$27,06638,222 mi

Comparison: 8 similar vehicles

Oxnard, CA

2021 Audi Q7 Prestige

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

2021 Audi Q7 Prestige

Oxnard, CA

UnscoredInsufficient · 0
$27,11772,407 mi

Oxnard, CA

2023 Audi Q4 e-tron Prestige

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

2023 Audi Q4 e-tron Prestige

Oxnard, CA

UnscoredLimited · 6
$28,98031,687 mi

Comparison: 6 similar vehicles

Oxnard, CA

2019 Audi Q8 Premium

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

2019 Audi Q8 Premium

Oxnard, CA

UnscoredInsufficient · 0
$28,99844,501 mi

Oxnard, CA

2023 Audi Q7 Premium

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

2023 Audi Q7 Premium

Oxnard, CA

UnscoredLimited · 9
$31,71127,340 mi

Comparison: 9 similar vehicles

Oxnard, CA

2024 Audi Q7 Premium Plus

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

2024 Audi Q7 Premium Plus

Oxnard, CA

UnscoredLimited · 5
$32,17852,781 mi

Comparison: 5 similar vehicles

Oxnard, CA

2023 Audi SQ5 Premium Plus

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

2023 Audi SQ5 Premium Plus

Oxnard, CA

UnscoredInsufficient · 3
$32,97961,649 mi

Comparison: 3 similar vehicles

Oxnard, CA

2024 Audi Q3 S Line Premium Plus

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

2024 Audi Q3 S Line Premium Plus

Oxnard, CA

Fair PriceModerate · 36
$32,99823,818 mi

Market: $28,590 – $33,624

Comparison: 36 similar vehicles

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

Oxnard, CA

2023 Audi Q5 Premium Plus

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

2023 Audi Q5 Premium Plus

Oxnard, CA

Fair PriceModerate · 24
$32,99819,799 mi

Market: $27,606 – $32,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 3 days listed (based on current market benchmarks)

Oxnard, CA

2023 Audi Q5 Premium Plus

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

2023 Audi Q5 Premium Plus

Oxnard, CA

Fair PriceModerate · 24
$32,99817,021 mi

Market: $27,606 – $32,998

Comparison: 24 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 10 days listed (based on current market benchmarks)

Oxnard, CA

2023 Audi Q5 Premium Plus

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

2023 Audi Q5 Premium Plus

Oxnard, CA

Fair PriceModerate · 24
$32,99815,751 mi

Market: $27,606 – $32,998

Comparison: 24 similar vehicles

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

Oxnard, CA

2023 Audi S3 Premium Plus

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

2023 Audi S3 Premium Plus

Oxnard, CA

UnscoredInsufficient · 3
$33,91234,628 mi

Comparison: 3 similar vehicles

Oxnard, CA

2024 Audi Q4 e-tron Premium Plus

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

2024 Audi Q4 e-tron Premium Plus

Oxnard, CA

UnscoredLimited · 8
$34,76313,045 mi

Comparison: 8 similar vehicles

Oxnard, CA

2022 Audi SQ5 Premium Plus

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

2022 Audi SQ5 Premium Plus

Oxnard, CA

UnscoredInsufficient · 0
$34,99824,822 mi

Oxnard, CA

2023 Audi S5 Sportback Premium Plus

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

2023 Audi S5 Sportback Premium Plus

Oxnard, CA

UnscoredInsufficient · 0
$35,99856,562 mi

Oxnard, CA

2025 Audi New A5 Premium Plus

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

2025 Audi New A5 Premium Plus

Oxnard, CA

UnscoredLimited · 7
$38,99812,444 mi

Comparison: 7 similar vehicles

Oxnard, CA

2023 Audi Q8 Premium

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

2023 Audi Q8 Premium

Oxnard, CA

UnscoredLimited · 9
$39,99815,452 mi

Comparison: 9 similar vehicles

Oxnard, CA

2026 Audi A3 Premium

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

2026 Audi A3 Premium

Oxnard, CA

Fair PriceModerate · 43
$40,412Mileage not verified

Market: $41,145 – $46,211

Comparison: 43 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 104 days listed (based on current market benchmarks)

Oxnard, CA

2026 Audi A3 Premium

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

2026 Audi A3 Premium

Oxnard, CA

Fair PriceModerate · 43
$41,637Mileage not verified

Market: $40,412 – $46,211

Comparison: 43 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 57 days listed (based on current market benchmarks)

Oxnard, CA

2023 Audi SQ5 Prestige

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

2023 Audi SQ5 Prestige

Oxnard, CA

UnscoredLimited · 9
$41,99838,403 mi

Comparison: 9 similar vehicles

Oxnard, CA

2023 Audi S5 Sportback Premium Plus

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

2023 Audi S5 Sportback Premium Plus

Oxnard, CA

UnscoredLimited · 6
$42,07922,355 mi

Comparison: 6 similar vehicles

Oxnard, CA

2023 Audi Q8 Premium Plus

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

2023 Audi Q8 Premium Plus

Oxnard, CA

UnscoredLimited · 5
$42,95826,865 mi

Comparison: 5 similar vehicles

Oxnard, CA

2027 Audi

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

2027 Audi

Oxnard, CA

UnscoredInsufficient · 0
$43,180Mileage not verified

Oxnard, CA

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

Oxnard, CA

Fair PriceRobust · 51
$44,9983,815 mi

Market: $38,056 – $56,207

Comparison: 51 similar vehicles

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

Oxnard, 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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