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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 8, 2026

5.9M+

Unique vehicles analyzed

as of October 8, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.2M new·2.7M used·Listings processed daily

Or explore the market

162 listings found

2027 Toyota Corolla Hatchback SE

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

2027 Toyota Corolla Hatchback SE

Fairbanks, AK

UnscoredInsufficient · 0
$29,033Mileage not verified

Fairbanks, AK

2027 Toyota Corolla Hatchback XSE

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

2027 Toyota Corolla Hatchback XSE

Juneau, AK

UnscoredInsufficient · 0
$29,978Mileage not verified

Juneau, AK

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Soldotna, AK

UnscoredInsufficient · 3
$31,363Mileage not verified

Comparison: 3 similar vehicles

Soldotna, AK

2027 Toyota Prius LE

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

2027 Toyota Prius LE

Anchorage, AK

UnscoredInsufficient · 4
$32,427Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2027 MINI 3 Door C

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

2027 MINI 3 Door C

Anchorage, AK

UnscoredInsufficient · 0
$35,280Mileage not verified

Anchorage, AK

2027 Toyota Prius Plug-in Hybrid SE

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

2027 Toyota Prius Plug-in Hybrid SE

Fairbanks, AK

UnscoredInsufficient · 0
$36,956Mileage not verified

Fairbanks, AK

2027 Dodge Charger Scat Pack

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

2027 Dodge Charger Scat Pack

Wasilla, AK

UnscoredInsufficient · 0
$61,430Mileage not verified

Wasilla, AK

2027 Dodge Charger R/T Plus

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

2027 Dodge Charger R/T Plus

Anchorage, AK

UnscoredInsufficient · 0
$63,085Mileage not verified

Anchorage, AK

2027 Dodge Charger R/T Plus

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

2027 Dodge Charger R/T Plus

Anchorage, AK

UnscoredInsufficient · 0
$63,185Mileage not verified

Anchorage, AK

2027 Dodge Charger Scat Pack Plus

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

2027 Dodge Charger Scat Pack Plus

Fairbanks, AK

UnscoredInsufficient · 0
$70,498Mileage not verified

Fairbanks, AK

2027 BMW 4 Series M440i

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

2027 BMW 4 Series M440i

Anchorage, AK

UnscoredInsufficient · 0
$74,650Mileage not verified

Anchorage, AK

2026 Toyota Corolla Hatchback SE

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

2026 Toyota Corolla Hatchback SE

Juneau, AK

UnscoredInsufficient · 0
$27,934928 mi

Juneau, AK

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Juneau, AK

UnscoredInsufficient · 0
$29,357Mileage not verified

Juneau, AK

2026 Mazda Mazda3 Select Sport

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

2026 Mazda Mazda3 Select Sport

Anchorage, AK

UnscoredInsufficient · 0
$29,698Mileage not verified

Anchorage, AK

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Fairbanks, AK

UnscoredInsufficient · 0
$29,907Mileage not verified

Fairbanks, AK

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Juneau, AK

UnscoredInsufficient · 0
$30,044Mileage not verified

Juneau, AK

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Juneau, AK

UnscoredInsufficient · 0
$30,044Mileage not verified

Juneau, AK

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Anchorage, AK

UnscoredInsufficient · 4
$30,171Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Anchorage, AK

UnscoredInsufficient · 4
$30,173Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Kia K4 GT-Line

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

2026 Kia K4 GT-Line

Anchorage, AK

UnscoredInsufficient · 0
$30,654Mileage not verified

Anchorage, AK

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Anchorage, AK

UnscoredInsufficient · 4
$30,894Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Anchorage, AK

UnscoredInsufficient · 4
$30,894Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Anchorage, AK

UnscoredInsufficient · 0
$30,9953,290 mi

Anchorage, AK

2026 Kia K4 GT-Line Turbo

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

2026 Kia K4 GT-Line Turbo

Anchorage, AK

UnscoredInsufficient · 0
$31,134Mileage not verified

Anchorage, AK

2026 Subaru Impreza Sport

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

2026 Subaru Impreza Sport

Juneau, AK

UnscoredInsufficient · 0
$31,393Mileage not verified

Juneau, AK

2026 Honda Civic Hatchback Sport

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

2026 Honda Civic Hatchback Sport

Anchorage, AK

UnscoredInsufficient · 4
$31,967Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Subaru Impreza RS

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

2026 Subaru Impreza RS

Anchorage, AK

UnscoredInsufficient · 4
$33,964Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Subaru Impreza RS

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

2026 Subaru Impreza RS

Anchorage, AK

UnscoredInsufficient · 4
$33,964Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Subaru Impreza RS

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

2026 Subaru Impreza RS

Anchorage, AK

UnscoredInsufficient · 4
$33,964Mileage not verified

Comparison: 4 similar vehicles

Anchorage, AK

2026 Honda Civic Hatchback Sport Touring

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

2026 Honda Civic Hatchback Sport Touring

Soldotna, AK

UnscoredInsufficient · 0
$34,692Mileage not verified

Soldotna, AK

2026 Toyota Prius Plug-in Hybrid SE

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

2026 Toyota Prius Plug-in Hybrid SE

Juneau, AK

UnscoredInsufficient · 0
$35,823Mileage not verified

Juneau, AK

2026 Toyota Prius Plug-in Hybrid SE

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

2026 Toyota Prius Plug-in Hybrid SE

Fairbanks, AK

UnscoredInsufficient · 0
$35,847Mileage not verified

Fairbanks, AK

2026 Toyota Prius Nightshade

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

2026 Toyota Prius Nightshade

Juneau, AK

UnscoredInsufficient · 0
$38,553Mileage not verified

Juneau, AK

2026 Toyota Prius Plug-in Hybrid XSE

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

2026 Toyota Prius Plug-in Hybrid XSE

Juneau, AK

UnscoredInsufficient · 0
$40,923Mileage not verified

Juneau, AK

2026 Toyota Prius Plug-in Hybrid XSE

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

2026 Toyota Prius Plug-in Hybrid XSE

Juneau, AK

UnscoredInsufficient · 0
$41,398Mileage not verified

Juneau, AK

2026 Toyota GR Corolla Base

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

2026 Toyota GR Corolla Base

Juneau, AK

UnscoredInsufficient · 0
$42,938Mileage not verified

Juneau, AK

2026 Volkswagen Golf GTI SE

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

2026 Volkswagen Golf GTI SE

Anchorage, AK

UnscoredInsufficient · 0
$43,138Mileage not verified

Anchorage, AK

2026 MINI Hardtop 2 Door John Cooper Works

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

2026 MINI Hardtop 2 Door John Cooper Works

Anchorage, AK

UnscoredInsufficient · 0
$45,245Mileage not verified

Anchorage, AK

2026 Toyota GR Corolla Base

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

2026 Toyota GR Corolla Base

Anchorage, AK

UnscoredInsufficient · 0
$46,558Mileage not verified

Anchorage, AK

2026 Dodge Charger R/T

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

2026 Dodge Charger R/T

Anchorage, AK

UnscoredLimited · 8
$46,761Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Dodge Charger R/T

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

2026 Dodge Charger R/T

Anchorage, AK

UnscoredLimited · 8
$48,151Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Dodge Charger Scat Pack

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

2026 Dodge Charger Scat Pack

Anchorage, AK

Fair PriceLimited · 12
$48,902Mileage not verified

Market: $49,833 – $66,596

Comparison: 12 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 222 days listed (based on current market benchmarks)

Anchorage, AK

2026 Dodge Charger R/T

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

2026 Dodge Charger R/T

Anchorage, AK

UnscoredLimited · 7
$48,925Mileage not verified

Comparison: 7 similar vehicles

Anchorage, AK

2026 Dodge Charger R/T

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

2026 Dodge Charger R/T

Anchorage, AK

UnscoredLimited · 8
$49,317Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Dodge Charger R/T

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

2026 Dodge Charger R/T

Anchorage, AK

UnscoredLimited · 8
$49,497Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Dodge Charger Scat Pack

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

2026 Dodge Charger Scat Pack

Anchorage, AK

Fair PriceLimited · 12
$49,833Mileage not verified

Market: $48,902 – $66,596

Comparison: 12 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 251 days listed (based on current market benchmarks)

Anchorage, AK

2026 Dodge Charger R/T

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

2026 Dodge Charger R/T

Anchorage, AK

UnscoredLimited · 8
$50,253Mileage not verified

Comparison: 8 similar vehicles

Anchorage, AK

2026 Toyota GR Corolla Base

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

2026 Toyota GR Corolla Base

Anchorage, AK

UnscoredInsufficient · 0
$50,368Mileage not verified

Anchorage, AK

2026 Dodge Charger Scat Pack

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

2026 Dodge Charger Scat Pack

Anchorage, AK

Fair PriceLimited · 13
$52,417Mileage not verified

Market: $48,902 – $66,596

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 229 days listed (based on current market benchmarks)

Anchorage, AK

2026 Dodge Charger Scat Pack

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

2026 Dodge Charger Scat Pack

Anchorage, AK

Fair PriceLimited · 13
$53,486Mileage not verified

Market: $48,902 – $66,596

Comparison: 13 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 190 days listed (based on current market benchmarks)

Anchorage, AK

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, and mileage is not used to select comparables or adjust comparable prices, but acts as a reliability check on used vehicles — OAV withholds a verdict when mileage is very high or unreliable, or when a lower price is better explained by higher-than-typical mileage than by a genuine market discount. 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 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 manage their profile, 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, exports, and enhanced merchandising.
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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