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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 15, 2026

5.9M+

Unique vehicles analyzed

as of October 15, 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

9,611 listings found

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Jacksonville, FL

UnscoredInsufficient · 0
$35,027Mileage not verified

Jacksonville, FL

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Bradenton, FL

UnscoredInsufficient · 0
$35,956Mileage not verified

Bradenton, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Haines City, FL

UnscoredInsufficient · 3
$36,473Mileage not verified

Comparison: 3 similar vehicles

Haines City, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Haines City, FL

UnscoredInsufficient · 3
$36,473Mileage not verified

Comparison: 3 similar vehicles

Haines City, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Haines City, FL

UnscoredInsufficient · 4
$36,643Mileage not verified

Comparison: 4 similar vehicles

Haines City, FL

2027 Porsche 911 S

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

2027 Porsche 911 S

Ocala, FL

UnscoredInsufficient · 4
$36,690Mileage not verified

Comparison: 4 similar vehicles

Ocala, FL

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Fort Lauderdale, FL

UnscoredInsufficient · 4
$37,250Mileage not verified

Comparison: 4 similar vehicles

Fort Lauderdale, FL

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Hollywood, FL

UnscoredInsufficient · 0
$37,343Mileage not verified

Hollywood, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Coconut Creek, FL

Fair PriceLimited · 15
$37,443Mileage not verified

Market: $36,473 – $43,690

Comparison: 15 similar vehicles

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

Coconut Creek, FL

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Fort Lauderdale, FL

UnscoredInsufficient · 4
$37,725Mileage not verified

Comparison: 4 similar vehicles

Fort Lauderdale, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Fort Walton Beach, FL

UnscoredLimited · 5
$38,319Mileage not verified

Comparison: 5 similar vehicles

Fort Walton Beach, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Jacksonville, FL

UnscoredInsufficient · 3
$38,586Mileage not verified

Comparison: 3 similar vehicles

Jacksonville, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

West Palm Beach, FL

UnscoredInsufficient · 3
$38,608Mileage not verified

Comparison: 3 similar vehicles

West Palm Beach, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Bradenton, FL

UnscoredLimited · 5
$38,707Mileage not verified

Comparison: 5 similar vehicles

Bradenton, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Orlando, FL

UnscoredLimited · 8
$38,776Mileage not verified

Comparison: 8 similar vehicles

Orlando, FL

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Tallahassee, FL

UnscoredInsufficient · 0
$38,860Mileage not verified

Tallahassee, FL

2027 Porsche 911 S

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

2027 Porsche 911 S

Maitland, FL

UnscoredLimited · 5
$38,930Mileage not verified

Comparison: 5 similar vehicles

Maitland, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Fort Lauderdale, FL

UnscoredInsufficient · 4
$39,007Mileage not verified

Comparison: 4 similar vehicles

Fort Lauderdale, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Fort Lauderdale, FL

UnscoredInsufficient · 4
$39,007Mileage not verified

Comparison: 4 similar vehicles

Fort Lauderdale, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Fort Lauderdale, FL

UnscoredInsufficient · 4
$39,007Mileage not verified

Comparison: 4 similar vehicles

Fort Lauderdale, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Orlando, FL

UnscoredLimited · 8
$39,257Mileage not verified

Comparison: 8 similar vehicles

Orlando, FL

2027 Toyota GR86 Base

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

2027 Toyota GR86 Base

Jacksonville, FL

UnscoredInsufficient · 0
$39,269Mileage not verified

Jacksonville, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Tampa, FL

UnscoredInsufficient · 4
$39,306Mileage not verified

Comparison: 4 similar vehicles

Tampa, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Pembroke Pines, FL

UnscoredInsufficient · 0
$39,555Mileage not verified

Pembroke Pines, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Orlando, FL

UnscoredLimited · 8
$39,632Mileage not verified

Comparison: 8 similar vehicles

Orlando, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Orlando, FL

UnscoredInsufficient · 3
$39,652Mileage not verified

Comparison: 3 similar vehicles

Orlando, FL

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Coconut Creek, FL

UnscoredInsufficient · 3
$39,744Mileage not verified

Comparison: 3 similar vehicles

Coconut Creek, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Panama City, FL

UnscoredInsufficient · 4
$39,783Mileage not verified

Comparison: 4 similar vehicles

Panama City, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Tallahassee, FL

UnscoredLimited · 7
$40,239Mileage not verified

Comparison: 7 similar vehicles

Tallahassee, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Melbourne, FL

UnscoredLimited · 5
$40,300Mileage not verified

Comparison: 5 similar vehicles

Melbourne, FL

2027 Subaru BRZ tS

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

2027 Subaru BRZ tS

Wesley Chapel, FL

UnscoredInsufficient · 0
$41,406Mileage not verified

Wesley Chapel, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Tampa, FL

UnscoredLimited · 8
$41,457Mileage not verified

Comparison: 8 similar vehicles

Tampa, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Merritt Island, FL

Fair PriceLimited · 19
$41,556Mileage not verified

Market: $36,473 – $44,781

Comparison: 19 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 8 days listed (based on current market benchmarks)

Merritt Island, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Bradenton, FL

UnscoredInsufficient · 4
$41,561Mileage not verified

Comparison: 4 similar vehicles

Bradenton, FL

2027 Subaru BRZ tS

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

2027 Subaru BRZ tS

Melbourne, FL

UnscoredInsufficient · 0
$41,983Mileage not verified

Melbourne, FL

2027 Honda Prelude Base

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

2027 Honda Prelude Base

Brandon, FL

UnscoredLimited · 7
$42,400Mileage not verified

Comparison: 7 similar vehicles

Brandon, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Sanford, FL

UnscoredLimited · 5
$42,621Mileage not verified

Comparison: 5 similar vehicles

Sanford, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Doral, FL

UnscoredInsufficient · 4
$42,788Mileage not verified

Comparison: 4 similar vehicles

Doral, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Hollywood, FL

UnscoredInsufficient · 4
$42,922Mileage not verified

Comparison: 4 similar vehicles

Hollywood, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Tampa, FL

UnscoredInsufficient · 0
$43,070Mileage not verified

Tampa, FL

2027 Subaru BRZ tS

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

2027 Subaru BRZ tS

Tampa, FL

UnscoredInsufficient · 0
$43,100Mileage not verified

Tampa, FL

2027 Subaru BRZ tS

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

2027 Subaru BRZ tS

Ocala, FL

UnscoredInsufficient · 0
$43,253Mileage not verified

Ocala, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Wesley Chapel, FL

UnscoredLimited · 5
$43,281Mileage not verified

Comparison: 5 similar vehicles

Wesley Chapel, FL

2027 Porsche 911 S

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

2027 Porsche 911 S

Ocala, FL

UnscoredInsufficient · 4
$43,430Mileage not verified

Comparison: 4 similar vehicles

Ocala, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Fort Pierce, FL

Fair PriceModerate · 22
$43,645Mileage not verified

Market: $36,473 – $44,781

Comparison: 22 similar vehicles

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

Fort Pierce, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Pinecrest, FL

UnscoredLimited · 9
$43,690Mileage not verified

Comparison: 9 similar vehicles

Pinecrest, FL

2027 Honda Prelude Base

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

2027 Honda Prelude Base

Miami, FL

UnscoredLimited · 5
$44,150Mileage not verified

Comparison: 5 similar vehicles

Miami, FL

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Gainesville, FL

UnscoredInsufficient · 4
$44,530Mileage not verified

Comparison: 4 similar vehicles

Gainesville, FL

2027 Nissan Z Sport

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

2027 Nissan Z Sport

Gainesville, FL

UnscoredInsufficient · 4
$44,740Mileage not verified

Comparison: 4 similar vehicles

Gainesville, FL

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Holiday, FL

UnscoredLimited · 5
$44,781Mileage not verified

Comparison: 5 similar vehicles

Holiday, FL

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.io compares with CarGurus, Cars.com and TrueCar

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. iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale. TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers. Edmunds publishes car reviews and provides deal ratings on new and used listings. J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values. Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value. 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 verdict thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io verdict, its eligibility or a listing's placement on OAV.io.

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 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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