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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 25, 2026

6M+

Unique vehicles analyzed

as of October 25, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

435 listings found

2012 Audi A7 Premium

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

2012 Audi A7 Premium

Beaverton, OR

UnscoredInsufficient · 0
$10,998144,541 mi

Beaverton, OR

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

Beaverton, OR

Fair PriceLimited · 13
$12,79781,705 mi

Market: $9,999 – $15,590

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 95 days listed (based on current market benchmarks)

Beaverton, OR

2012 Audi A8 Base

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

2012 Audi A8 Base

Beaverton, OR

UnscoredInsufficient · 3
$12,99560,254 mi

Comparison: 3 similar vehicles

Beaverton, OR

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

Beaverton, OR

Fair PriceLimited · 13
$12,99793,566 mi

Market: $9,999 – $15,590

Comparison: 13 similar vehicles

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

Beaverton, OR

2018 Audi Q5 Premium

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

2018 Audi Q5 Premium

Beaverton, OR

Fair PriceModerate · 20
$13,00991,340 mi

Market: $11,840 – $14,990

Comparison: 20 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 56 days listed (based on current market benchmarks)

Beaverton, OR

2016 Audi SQ5 Premium Plus

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

2016 Audi SQ5 Premium Plus

Beaverton, OR

UnscoredInsufficient · 4
$15,99583,770 mi

Comparison: 4 similar vehicles

Beaverton, OR

2014 Audi A8 Base

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

2014 Audi A8 Base

Beaverton, OR

UnscoredInsufficient · 4
$15,99579,728 mi

Comparison: 4 similar vehicles

Beaverton, OR

2012 Audi TT Premium Plus

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

2012 Audi TT Premium Plus

Beaverton, OR

UnscoredInsufficient · 0
$16,49553,470 mi

Beaverton, OR

2019 Audi Q7 Premium Plus

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

2019 Audi Q7 Premium Plus

Beaverton, OR

UnscoredLimited · 8
$17,73895,935 mi

Comparison: 8 similar vehicles

Beaverton, OR

2019 Audi Q5 Premium

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

2019 Audi Q5 Premium

Beaverton, OR

UnscoredInsufficient · 0
$18,19854,916 mi

Beaverton, OR

2014 Audi S5 Premium Plus

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

2014 Audi S5 Premium Plus

Beaverton, OR

UnscoredInsufficient · 0
$18,21292,446 mi

Beaverton, OR

2019 Audi A5 Sportback Prestige

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

2019 Audi A5 Sportback Prestige

Beaverton, OR

UnscoredInsufficient · 0
$18,41492,161 mi

Beaverton, OR

2015 Audi A8 Base

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

2015 Audi A8 Base

Beaverton, OR

UnscoredLimited · 5
$18,49764,028 mi

Comparison: 5 similar vehicles

Beaverton, OR

2018 Audi Q7 Prestige

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

2018 Audi Q7 Prestige

Beaverton, OR

Fair PriceLimited · 11
$18,54868,733 mi

Market: $12,995 – $19,200

Comparison: 11 similar vehicles

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

Beaverton, OR

2016 Audi TT Coupe Base

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

2016 Audi TT Coupe Base

Beaverton, OR

UnscoredInsufficient · 3
$18,69389,340 mi

Comparison: 3 similar vehicles

Beaverton, OR

2018 Audi S4 Premium Plus

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

2018 Audi S4 Premium Plus

Beaverton, OR

UnscoredInsufficient · 3
$18,77898,507 mi

Comparison: 3 similar vehicles

Beaverton, OR

2019 Audi SQ5 Prestige

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

2019 Audi SQ5 Prestige

Beaverton, OR

Great DealLimited · 12
$18,99591,236 mi

Market: $21,990 – $27,553

Comparison: 12 similar vehicles

Competitively priced ~14% below the typical range compared to similar vehicles · 6 days listed (based on current market benchmarks)

Beaverton, OR

2015 Audi A8 Base

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

2015 Audi A8 Base

Beaverton, OR

UnscoredInsufficient · 3
$18,995119,121 mi

Comparison: 3 similar vehicles

Beaverton, OR

2021 Audi Q5 Premium

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

2021 Audi Q5 Premium

Beaverton, OR

UnscoredModerate · 20
$19,95064,109 mi

Comparison: 20 similar vehicles

Beaverton, OR

2019 Audi Q7 Premium Plus

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

2019 Audi Q7 Premium Plus

Beaverton, OR

Fair PriceLimited · 10
$19,99783,379 mi

Market: $13,999 – $20,752

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 30 days listed (based on current market benchmarks)

Beaverton, OR

2018 Audi SQ5 Premium Plus

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

2018 Audi SQ5 Premium Plus

Beaverton, OR

UnscoredLimited · 9
$20,69582,719 mi

Comparison: 9 similar vehicles

Beaverton, OR

2019 Audi A3 Sedan Premium Plus

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

2019 Audi A3 Sedan Premium Plus

Beaverton, OR

UnscoredInsufficient · 0
$21,33431,966 mi

Beaverton, OR

2013 Audi S8 Base

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

2013 Audi S8 Base

Beaverton, OR

UnscoredInsufficient · 0
$21,668105,039 mi

Beaverton, OR

2017 Audi S6 Premium Plus

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

2017 Audi S6 Premium Plus

Beaverton, OR

UnscoredInsufficient · 3
$21,995100,899 mi

Comparison: 3 similar vehicles

Beaverton, OR

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

Beaverton, OR

UnscoredInsufficient · 0
$21,99741,021 mi

Beaverton, OR

2021 Audi A6 Premium Plus

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

2021 Audi A6 Premium Plus

Beaverton, OR

UnscoredInsufficient · 4
$21,997106,573 mi

Comparison: 4 similar vehicles

Beaverton, OR

2021 Audi A4 Premium Plus

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

2021 Audi A4 Premium Plus

Beaverton, OR

OverpricedModerate · 20
$21,99774,254 mi

Market: $19,795 – $20,495

Comparison: 20 similar vehicles

Priced ~7% above the typical market range for similar vehicles (based on current market benchmarks)

Beaverton, OR

2016 Audi S3 Premium Plus

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

2016 Audi S3 Premium Plus

Beaverton, OR

UnscoredInsufficient · 4
$21,99760,580 mi

Comparison: 4 similar vehicles

Beaverton, OR

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

Beaverton, OR

UnscoredLimited · 6
$21,99979,297 mi

Comparison: 6 similar vehicles

Beaverton, OR

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

Beaverton, OR

UnscoredInsufficient · 0
$22,88855,291 mi

Beaverton, OR

2021 Audi A5 Sportback Premium

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

2021 Audi A5 Sportback Premium

Beaverton, OR

UnscoredLimited · 13
$22,95063,147 mi

Comparison: 13 similar vehicles

Beaverton, OR

2018 Audi S6 Prestige

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

2018 Audi S6 Prestige

Beaverton, OR

UnscoredInsufficient · 0
$22,995111,041 mi

Beaverton, OR

2020 Audi Q3 S Line Prestige

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

2020 Audi Q3 S Line Prestige

Beaverton, OR

UnscoredInsufficient · 0
$22,99848,343 mi

Beaverton, OR

2021 Audi Q3 S Line Premium Plus

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

2021 Audi Q3 S Line Premium Plus

Beaverton, OR

UnscoredInsufficient · 0
$23,49757,969 mi

Beaverton, OR

2024 Audi A4 Premium Plus

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

2024 Audi A4 Premium Plus

Beaverton, OR

UnscoredInsufficient · 0
$23,54948,313 mi

Beaverton, OR

2022 Audi Q5 Premium Plus

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

2022 Audi Q5 Premium Plus

Beaverton, OR

UnscoredLimited · 13
$23,99851,892 mi

Comparison: 13 similar vehicles

Beaverton, OR

2019 Audi A6 Prestige

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

2019 Audi A6 Prestige

Beaverton, OR

Great DealLimited · 14
$24,49773,711 mi

Market: $25,393 – $26,657

Comparison: 14 similar vehicles

Competitively priced ~4% below the typical range compared to similar vehicles · 11 days listed (based on current market benchmarks)

Beaverton, OR

2018 Audi SQ5 Premium Plus

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

2018 Audi SQ5 Premium Plus

Beaverton, OR

UnscoredLimited · 9
$24,99865,364 mi

Comparison: 9 similar vehicles

Beaverton, OR

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

Beaverton, OR

Fair PriceRobust · 54
$25,99832,012 mi

Market: $24,409 – $36,995

Comparison: 54 similar vehicles

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

Beaverton, OR

2020 Audi Q8 Prestige

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

2020 Audi Q8 Prestige

Beaverton, OR

UnscoredInsufficient · 0
$26,21084,865 mi

Beaverton, OR

2019 Audi Q8 Premium Plus

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

2019 Audi Q8 Premium Plus

Beaverton, OR

UnscoredLimited · 7
$26,99775,255 mi

Comparison: 7 similar vehicles

Beaverton, OR

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

Beaverton, OR

Fair PriceRobust · 54
$26,99830,148 mi

Market: $24,409 – $36,995

Comparison: 54 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 50 days listed (based on current market benchmarks)

Beaverton, OR

2022 Audi Q5 Prestige

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

2022 Audi Q5 Prestige

Beaverton, OR

UnscoredInsufficient · 0
$27,49766,411 mi

Beaverton, OR

2023 Audi Q5 Premium

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

2023 Audi Q5 Premium

Beaverton, OR

OverpricedLimited · 14
$27,99845,965 mi

Market: $25,429 – $26,898

Comparison: 14 similar vehicles

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

Beaverton, OR

2021 Audi SQ5 Premium Plus

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

2021 Audi SQ5 Premium Plus

Beaverton, OR

UnscoredInsufficient · 0
$28,79769,782 mi

Beaverton, OR

2021 Audi Q5 Prestige

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

2021 Audi Q5 Prestige

Beaverton, OR

UnscoredInsufficient · 0
$28,99739,357 mi

Beaverton, OR

2018 Audi S5 Cabriolet Premium Plus

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

2018 Audi S5 Cabriolet Premium Plus

Beaverton, OR

UnscoredInsufficient · 0
$29,20055,672 mi

Beaverton, OR

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

Beaverton, OR

UnscoredLimited · 6
$29,49724,140 mi

Comparison: 6 similar vehicles

Beaverton, OR

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

Beaverton, OR

UnscoredInsufficient · 0
$29,79733,996 mi

Beaverton, OR

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

Beaverton, OR

UnscoredLimited · 6
$29,79728,182 mi

Comparison: 6 similar vehicles

Beaverton, OR

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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