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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 12, 2026

7.2M+

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

267 listings found

2017 Audi A6 Premium Plus

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

2017 Audi A6 Premium Plus

Thousand Oaks, CA

Unscored
$9,985109,014 mi

Comparison: 5 similar vehicles

Thousand Oaks, CA

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Thousand Oaks, CA

Fair PriceLimited · 10
$10,98191,342 mi

Market: $7,246 – $12,067

Comparison: 10 similar vehicles

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

Thousand Oaks, CA

2016 Audi Q5 Premium Plus

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

2016 Audi Q5 Premium Plus

Thousand Oaks, CA

Unscored
$11,17079,827 mi

Comparison: 9 similar vehicles

Thousand Oaks, CA

2012 Audi A4 Premium

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

2012 Audi A4 Premium

Thousand Oaks, CA

UnscoredInsufficient · 3
$11,69470,441 mi

Comparison: 3 similar vehicles

Thousand Oaks, CA

2013 Audi A5 Premium

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

2013 Audi A5 Premium

Thousand Oaks, CA

Unscored
$12,13871,190 mi

Comparison: 8 similar vehicles

Thousand Oaks, CA

2011 Audi A8 Base

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

2011 Audi A8 Base

Thousand Oaks, CA

UnscoredInsufficient · 0
$12,14288,645 mi

Thousand Oaks, CA

2015 Audi A5 Premium

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

2015 Audi A5 Premium

Thousand Oaks, CA

UnscoredInsufficient · 0
$13,17760,154 mi

Thousand Oaks, CA

2018 Audi A4 Premium Plus

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

2018 Audi A4 Premium Plus

Thousand Oaks, CA

Unscored
$13,256106,569 mi

Comparison: 7 similar vehicles

Thousand Oaks, CA

2018 Audi A4 Premium

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

2018 Audi A4 Premium

Thousand Oaks, CA

UnscoredInsufficient · 3
$13,99587,379 mi

Comparison: 3 similar vehicles

Thousand Oaks, CA

2015 Audi A3 Cabriolet Premium

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

2015 Audi A3 Cabriolet Premium

Thousand Oaks, CA

UnscoredInsufficient · 0
$14,87244,916 mi

Thousand Oaks, CA

2017 Audi A6 Premium Plus

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

2017 Audi A6 Premium Plus

Thousand Oaks, CA

Unscored
$15,14270,671 mi

Comparison: 5 similar vehicles

Thousand Oaks, 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

Thousand Oaks, CA

UnscoredInsufficient · 3
$15,87265,841 mi

Comparison: 3 similar vehicles

Thousand Oaks, CA

2018 Audi Q5 Premium

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

2018 Audi Q5 Premium

Thousand Oaks, CA

UnscoredInsufficient · 3
$17,11754,114 mi

Comparison: 3 similar vehicles

Thousand Oaks, 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

Thousand Oaks, CA

Unscored
$24,97217,444 mi

Comparison: 7 similar vehicles

Thousand Oaks, CA

2021 Audi Q5 Premium

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

2021 Audi Q5 Premium

Thousand Oaks, CA

UnscoredInsufficient · 0
$25,08529,522 mi

Thousand Oaks, CA

2023 Audi A3 Sedan Premium Plus

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

2023 Audi A3 Sedan Premium Plus

Thousand Oaks, CA

Unscored
$25,47234,474 mi

Comparison: 5 similar vehicles

Thousand Oaks, CA

2023 Audi A5 Sportback Premium

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

2023 Audi A5 Sportback Premium

Thousand Oaks, CA

UnscoredInsufficient · 3
$25,59339,082 mi

Comparison: 3 similar vehicles

Thousand Oaks, CA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Thousand Oaks, CA

Fair PriceRobust · 57
$25,67231,459 mi

Market: $22,999 – $31,753

Comparison: 57 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Thousand Oaks, CA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Thousand Oaks, CA

Fair PriceModerate · 24
$27,97216,040 mi

Market: $26,514 – $31,972

Comparison: 24 similar vehicles

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

Thousand Oaks, 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

Thousand Oaks, CA

Fair PriceModerate · 34
$28,37226,795 mi

Market: $25,998 – $33,875

Comparison: 34 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 49 days listed (based on current market benchmarks)

Thousand Oaks, CA

2020 Audi SQ5 Premium Plus

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

2020 Audi SQ5 Premium Plus

Thousand Oaks, CA

UnscoredInsufficient · 0
$29,67256,192 mi

Thousand Oaks, CA

2018 Audi RS 5 Base

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

2018 Audi RS 5 Base

Thousand Oaks, CA

UnscoredInsufficient · 0
$29,99577,531 mi

Thousand Oaks, 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

Thousand Oaks, CA

UnscoredInsufficient · 3
$30,97232,653 mi

Comparison: 3 similar vehicles

Thousand Oaks, 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

Thousand Oaks, CA

Fair PriceModerate · 35
$30,97220,742 mi

Market: $26,573 – $32,998

Comparison: 35 similar vehicles

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

Thousand Oaks, CA

2023 Audi Q7 Premium Plus

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

2023 Audi Q7 Premium Plus

Thousand Oaks, CA

Fair PriceLimited · 15
$30,99235,038 mi

Market: $26,002 – $37,072

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 58 days listed (based on current market benchmarks)

Thousand Oaks, CA

2023 Audi Q4 Sportback e-tron Prestige

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

2023 Audi Q4 Sportback e-tron Prestige

Thousand Oaks, CA

UnscoredInsufficient · 0
$31,42714,154 mi

Thousand Oaks, CA

2023 Audi e-tron Premium Plus

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

2023 Audi e-tron Premium Plus

Thousand Oaks, CA

UnscoredInsufficient · 0
$31,78118,650 mi

Thousand Oaks, CA

2023 Audi Q5 Sportback Premium Plus

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

2023 Audi Q5 Sportback Premium Plus

Thousand Oaks, CA

Fair PriceLimited · 14
$31,97226,812 mi

Market: $30,922 – $34,116

Comparison: 14 similar vehicles

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

Thousand Oaks, CA

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Thousand Oaks, CA

OverpricedModerate · 23
$31,97213,996 mi

Market: $26,514 – $30,173

Comparison: 23 similar vehicles

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

Thousand Oaks, CA

2024 Audi Q4 e-tron Prestige

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

2024 Audi Q4 e-tron Prestige

Thousand Oaks, CA

UnscoredInsufficient · 4
$32,06038,424 mi

Comparison: 4 similar vehicles

Thousand Oaks, CA

2023 Audi Q4 Sportback e-tron Premium Plus

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

2023 Audi Q4 Sportback e-tron Premium Plus

Thousand Oaks, CA

UnscoredInsufficient · 4
$32,47216,408 mi

Comparison: 4 similar vehicles

Thousand Oaks, CA

2023 Audi Q7 Premium Plus

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

2023 Audi Q7 Premium Plus

Thousand Oaks, CA

Fair PriceRobust · 56
$34,47226,859 mi

Market: $28,774 – $42,974

Comparison: 56 similar vehicles

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

Thousand Oaks, 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

Thousand Oaks, CA

Fair PriceRobust · 192
$39,9725,474 mi

Market: $36,995 – $56,207

Comparison: 192 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 121 days listed (based on current market benchmarks)

Thousand Oaks, 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

Thousand Oaks, CA

Fair PriceRobust · 192
$39,9724,480 mi

Market: $36,995 – $56,207

Comparison: 192 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 98 days listed (based on current market benchmarks)

Thousand Oaks, 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

Thousand Oaks, CA

Fair PriceRobust · 51
$40,9723,835 mi

Market: $33,997 – $47,082

Comparison: 51 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 17 days listed (based on current market benchmarks)

Thousand Oaks, 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

Thousand Oaks, CA

Fair PriceRobust · 188
$42,6701,381 mi

Market: $36,995 – $56,207

Comparison: 188 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 85 days listed (based on current market benchmarks)

Thousand Oaks, CA

2023 Audi A5 Cabriolet Premium

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

2023 Audi A5 Cabriolet Premium

Thousand Oaks, CA

UnscoredInsufficient · 0
$41,97220,536 mi

Thousand Oaks, CA

2026 Audi A3 Premium

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

2026 Audi A3 Premium

Thousand Oaks, CA

Fair PriceRobust · 52
$42,677Mileage not verified

Market: $39,386 – $46,211

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 120 days listed (based on current market benchmarks)

Thousand Oaks, CA

2026 Audi A3 Premium

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

2026 Audi A3 Premium

Thousand Oaks, CA

Fair PriceRobust · 52
$43,243Mileage not verified

Market: $39,386 – $46,211

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 138 days listed (based on current market benchmarks)

Thousand Oaks, CA

2026 Audi A3 Premium

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

2026 Audi A3 Premium

Thousand Oaks, CA

Fair PriceRobust · 52
$43,243Mileage not verified

Market: $39,386 – $46,211

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 139 days listed (based on current market benchmarks)

Thousand Oaks, CA

2026 Audi A3 Premium

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

2026 Audi A3 Premium

Thousand Oaks, CA

Fair PriceRobust · 52
$43,452Mileage not verified

Market: $39,386 – $46,211

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 132 days listed (based on current market benchmarks)

Thousand Oaks, CA

2023 Audi S5 Sportback Prestige

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

2023 Audi S5 Sportback Prestige

Thousand Oaks, CA

UnscoredInsufficient · 0
$43,97233,786 mi

Thousand Oaks, CA

2026 Audi Q3 Base

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

2026 Audi Q3 Base

Thousand Oaks, CA

Fair PriceRobust · 520
$44,022Mileage not verified

Market: $41,938 – $53,356

Comparison: 520 similar vehicles

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

Thousand Oaks, CA

2026 Audi A5 Premium

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

2026 Audi A5 Premium

Thousand Oaks, CA

Unscored
$44,9725,625 mi

Comparison: 9 similar vehicles

Thousand Oaks, CA

2024 Audi SQ5 Premium Plus

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

2024 Audi SQ5 Premium Plus

Thousand Oaks, CA

UnscoredInsufficient · 0
$44,97224,338 mi

Thousand Oaks, CA

2026 Audi A3 Premium Plus

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

2026 Audi A3 Premium Plus

Thousand Oaks, CA

OverpricedLimited · 14
$45,333Mileage not verified

Market: $39,082 – $43,712

Comparison: 14 similar vehicles

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

Thousand Oaks, CA

2026 Audi Q3 Base

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

2026 Audi Q3 Base

Thousand Oaks, CA

Fair PriceRobust · 520
$45,646Mileage not verified

Market: $41,938 – $53,356

Comparison: 520 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 163 days listed (based on current market benchmarks)

Thousand Oaks, CA

2026 Audi Q3 Base

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

2026 Audi Q3 Base

Thousand Oaks, CA

Fair PriceRobust · 520
$46,283Mileage not verified

Market: $41,938 – $53,356

Comparison: 520 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 217 days listed (based on current market benchmarks)

Thousand Oaks, CA

2027 Audi

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

2027 Audi

Thousand Oaks, CA

UnscoredInsufficient · 0
$46,490Mileage not verified

Thousand Oaks, CA

2026 Audi Q3 Base

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

2026 Audi Q3 Base

Thousand Oaks, CA

Fair PriceRobust · 520
$46,596Mileage not verified

Market: $41,938 – $53,356

Comparison: 520 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 177 days listed (based on current market benchmarks)

Thousand Oaks, CA

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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