Skip to main content
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 13, 2026

6M+

Unique vehicles analyzed

as of October 13, 2026

57,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.8M used·Listings processed daily

Or explore the market

606 listings found

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Cedar Rapids, IA

Fair PriceRobust · 52
$36,184Mileage not verified

Market: $35,438 – $45,376

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 15 days listed (based on current market benchmarks)

Cedar Rapids, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Carroll, IA

Fair PriceLimited · 14
$36,969Mileage not verified

Market: $35,438 – $44,467

Comparison: 14 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 31 days listed (based on current market benchmarks)

Carroll, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Dubuque, IA

Fair PriceRobust · 75
$37,539Mileage not verified

Market: $35,438 – $45,767

Comparison: 75 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 16 days listed (based on current market benchmarks)

Dubuque, IA

2027 Subaru BRZ Limited

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

2027 Subaru BRZ Limited

Urbandale, IA

UnscoredInsufficient · 0
$38,573Mileage not verified

Urbandale, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Cedar Falls, IA

UnscoredLimited · 8
$38,754Mileage not verified

Comparison: 8 similar vehicles

Cedar Falls, IA

2027 Subaru BRZ tS

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

2027 Subaru BRZ tS

Hiawatha, IA

UnscoredInsufficient · 0
$40,353Mileage not verified

Hiawatha, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Ames, IA

Fair PriceLimited · 19
$40,384Mileage not verified

Market: $35,438 – $44,467

Comparison: 19 similar vehicles

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

Ames, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Hiawatha, IA

Fair PriceModerate · 22
$40,549Mileage not verified

Market: $35,438 – $44,542

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 54 days listed (based on current market benchmarks)

Hiawatha, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Grimes, IA

UnscoredLimited · 8
$41,044Mileage not verified

Comparison: 8 similar vehicles

Grimes, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Cedar Falls, IA

Fair PriceModerate · 30
$43,792Mileage not verified

Market: $35,438 – $44,467

Comparison: 30 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Cedar Falls, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Cedar Rapids, IA

Fair PriceRobust · 52
$44,467Mileage not verified

Market: $35,438 – $45,376

Comparison: 52 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 67 days listed (based on current market benchmarks)

Cedar Rapids, IA

2027 Toyota GR86 Premium

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

2027 Toyota GR86 Premium

Grimes, IA

UnscoredLimited · 8
$44,542Mileage not verified

Comparison: 8 similar vehicles

Grimes, IA

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Council Bluffs, IA

UnscoredLimited · 8
$57,270Mileage not verified

Comparison: 8 similar vehicles

Council Bluffs, IA

2027 Nissan Z Performance

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

2027 Nissan Z Performance

Council Bluffs, IA

UnscoredLimited · 8
$57,750Mileage not verified

Comparison: 8 similar vehicles

Council Bluffs, IA

2027 BMW 4 Series 430i

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

2027 BMW 4 Series 430i

North Liberty, IA

Fair PriceRobust · 138
$66,270Mileage not verified

Market: $30,252 – $77,082

Comparison: 138 similar vehicles

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

North Liberty, IA

2027 Mercedes-Benz CLE 300

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

2027 Mercedes-Benz CLE 300

Des Moines, IA

UnscoredInsufficient · 0
$68,550Mileage not verified

Des Moines, IA

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Ottumwa, IA

Great DealModerate · 35
$70,982Mileage not verified

Market: $73,226 – $100,653

Comparison: 35 similar vehicles

Competitively priced ~3% below the typical range compared to similar vehicles · 10 days listed (based on current market benchmarks)

Ottumwa, IA

2027 Nissan Z NISMO

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

2027 Nissan Z NISMO

Hiawatha, IA

UnscoredLimited · 5
$71,910Mileage not verified

Comparison: 5 similar vehicles

Hiawatha, IA

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Des Moines, IA

Fair PriceLimited · 18
$73,226Mileage not verified

Market: $70,982 – $88,145

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

Des Moines, IA

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Iowa City, IA

Fair PriceRobust · 67
$79,238Mileage not verified

Market: $70,982 – $112,564

Comparison: 67 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 51 days listed (based on current market benchmarks)

Iowa City, IA

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Davenport, IA

Fair PriceRobust · 80
$81,835Mileage not verified

Market: $70,982 – $112,564

Comparison: 80 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Davenport, IA

2027 Chevrolet Corvette 1LT

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

2027 Chevrolet Corvette 1LT

Urbandale, IA

Fair PriceLimited · 18
$82,810Mileage not verified

Market: $70,982 – $88,145

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 83 days listed (based on current market benchmarks)

Urbandale, IA

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Waukee, IA

Great DealLimited · 10
$91,384Mileage not verified

Market: $96,590 – $122,115

Comparison: 10 similar vehicles

Competitively priced ~5% below the typical range compared to similar vehicles · 84 days listed (based on current market benchmarks)

Waukee, IA

2027 Mercedes-Benz CLE AMG 53

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

2027 Mercedes-Benz CLE AMG 53

Urbandale, IA

UnscoredInsufficient · 4
$92,965Mileage not verified

Comparison: 4 similar vehicles

Urbandale, IA

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Algona, IA

Fair PriceRobust · 55
$93,839Mileage not verified

Market: $81,348 – $127,550

Comparison: 55 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 38 days listed (based on current market benchmarks)

Algona, IA

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Urbandale, IA

UnscoredLimited · 9
$96,590Mileage not verified

Comparison: 9 similar vehicles

Urbandale, IA

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Ottumwa, IA

Fair PriceRobust · 140
$100,787Mileage not verified

Market: $84,624 – $122,115

Comparison: 140 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 59 days listed (based on current market benchmarks)

Ottumwa, IA

2027 BMW M4 Coupe M4

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

2027 BMW M4 Coupe M4

North Liberty, IA

Fair PriceRobust · 56
$102,300Mileage not verified

Market: $72,608 – $123,929

Comparison: 56 similar vehicles

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

North Liberty, IA

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Ankeny, IA

UnscoredLimited · 5
$102,525Mileage not verified

Comparison: 5 similar vehicles

Ankeny, IA

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Davenport, IA

Fair PriceRobust · 137
$103,230Mileage not verified

Market: $84,040 – $122,115

Comparison: 137 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 14 days listed (based on current market benchmarks)

Davenport, IA

2027 Chevrolet Corvette 2LT

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

2027 Chevrolet Corvette 2LT

Council Bluffs, IA

Fair PriceLimited · 15
$115,960Mileage not verified

Market: $98,300 – $122,115

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 48 days listed (based on current market benchmarks)

Council Bluffs, IA

2027 Chevrolet Corvette 1LZ

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

2027 Chevrolet Corvette 1LZ

Iowa City, IA

Fair PriceModerate · 22
$132,168Mileage not verified

Market: $119,012 – $140,985

Comparison: 22 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Iowa City, IA

2027 Chevrolet Corvette 3LT

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

2027 Chevrolet Corvette 3LT

Atlantic, IA

Fair PriceModerate · 28
$132,275Mileage not verified

Market: $98,895 – $133,575

Comparison: 28 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 84 days listed (based on current market benchmarks)

Atlantic, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Iowa Falls, IA

UnscoredInsufficient · 4
$18,750Mileage not verified

Comparison: 4 similar vehicles

Iowa Falls, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Granger, IA

Fair PriceLimited · 18
$29,059Mileage not verified

Market: $29,908 – $39,764

Comparison: 18 similar vehicles

Fairly priced — priced near the comparable range, but not far enough below it to qualify as a Great Deal · 360 days listed (based on current market benchmarks)

Granger, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Story City, IA

Fair PriceLimited · 15
$29,908735 mi

Market: $18,750 – $41,586

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 286 days listed (based on current market benchmarks)

Story City, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Story City, IA

Fair PriceLimited · 15
$30,937Mileage not verified

Market: $18,750 – $41,586

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 257 days listed (based on current market benchmarks)

Story City, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Indianola, IA

Fair PriceLimited · 15
$31,667Mileage not verified

Market: $29,059 – $46,500

Comparison: 15 similar vehicles

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

Indianola, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Indianola, IA

Fair PriceLimited · 15
$31,667Mileage not verified

Market: $29,059 – $46,500

Comparison: 15 similar vehicles

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

Indianola, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Granger, IA

Fair PriceLimited · 18
$32,063Mileage not verified

Market: $29,059 – $39,764

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 39 days listed (based on current market benchmarks)

Granger, IA

2026 Subaru BRZ Limited

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

2026 Subaru BRZ Limited

Glidden, IA

UnscoredInsufficient · 0
$33,175330 mi

Glidden, IA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

Union, IA

UnscoredLimited · 9
$33,400Mileage not verified

Comparison: 9 similar vehicles

Union, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Granger, IA

Fair PriceLimited · 18
$33,438Mileage not verified

Market: $29,059 – $39,764

Comparison: 18 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 52 days listed (based on current market benchmarks)

Granger, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Story City, IA

Fair PriceLimited · 15
$33,609Mileage not verified

Market: $18,750 – $41,586

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 28 days listed (based on current market benchmarks)

Story City, IA

2026 Ford Mustang EcoBoost Premium

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

2026 Ford Mustang EcoBoost Premium

West Burlington, IA

Fair PriceRobust · 310
$33,735Mileage not verified

Market: $31,799 – $54,140

Comparison: 310 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 74 days listed (based on current market benchmarks)

West Burlington, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Iowa City, IA

Fair PriceRobust · 348
$33,874Mileage not verified

Market: $18,750 – $46,500

Comparison: 348 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 327 days listed (based on current market benchmarks)

Iowa City, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Fort Dodge, IA

Fair PriceLimited · 11
$34,074Mileage not verified

Market: $29,908 – $41,586

Comparison: 11 similar vehicles

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

Fort Dodge, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Indianola, IA

Fair PriceLimited · 15
$34,195Mileage not verified

Market: $29,059 – $46,500

Comparison: 15 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 32 days listed (based on current market benchmarks)

Indianola, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Waukee, IA

Fair PriceLimited · 17
$35,464Mileage not verified

Market: $29,059 – $39,764

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 42 days listed (based on current market benchmarks)

Waukee, IA

2026 Ford Mustang EcoBoost

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

2026 Ford Mustang EcoBoost

Waukee, IA

Fair PriceLimited · 17
$35,464Mileage not verified

Market: $29,059 – $39,764

Comparison: 17 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 76 days listed (based on current market benchmarks)

Waukee, IA

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

Explore Popular Markets

Independent, evidence-backed pricing intelligence for every major US metro

We collect personal information as described in our Notice at Collection and Privacy Policy. You may opt out of the sale or sharing of your personal information.