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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 26, 2026

6.1M+

Unique vehicles analyzed

as of October 26, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.4M new·2.8M used·Listings processed daily

Or explore the market

35 listings found

2008 Honda Accord LX-P

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

2008 Honda Accord LX-P

Redford Charter Township, MI

UnscoredInsufficient · 0
$1,995203,723 mi

Redford Charter Township, MI

2012 Honda CR-V EX

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

2012 Honda CR-V EX

Redford Charter Township, MI

UnscoredLimited · 7
$4,995284,764 mi

Comparison: 7 similar vehicles

Redford Charter Township, MI

2015 Honda CR-V Touring

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

2015 Honda CR-V Touring

Redford Charter Township, MI

UnscoredModerate · 26
$5,995204,359 mi

Comparison: 26 similar vehicles

Redford Charter Township, MI

2016 Honda Civic LX

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

2016 Honda Civic LX

Redford Charter Township, MI

UnscoredLimited · 8
$7,995178,296 mi

Comparison: 8 similar vehicles

Redford Charter Township, MI

2009 Honda CR-V EX

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

2009 Honda CR-V EX

Redford Charter Township, MI

Fair PriceLimited · 11
$8,99589,325 mi

Market: $4,479 – $11,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 1230 days listed (based on current market benchmarks)

Redford Charter Township, MI

2015 Honda Odyssey Touring

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

2015 Honda Odyssey Touring

Redford Charter Township, MI

UnscoredLimited · 19
$8,998185,709 mi

Comparison: 19 similar vehicles

Redford Charter Township, MI

2016 Honda Civic LX

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

2016 Honda Civic LX

Redford Charter Township, MI

UnscoredLimited · 8
$10,900113,839 mi

Comparison: 8 similar vehicles

Redford Charter Township, MI

2013 Honda Accord Sport

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

2013 Honda Accord Sport

Redford Charter Township, MI

UnscoredInsufficient · 4
$11,89090,284 mi

Comparison: 4 similar vehicles

Redford Charter Township, MI

2017 Honda CR-V LX

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

2017 Honda CR-V LX

Redford Charter Township, MI

UnscoredModerate · 46
$12,498147,547 mi

Comparison: 46 similar vehicles

Redford Charter Township, MI

2017 Honda CR-V EX

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

2017 Honda CR-V EX

Redford Charter Township, MI

Fair PriceLimited · 11
$12,99566,417 mi

Market: $10,860 – $18,995

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 489 days listed (based on current market benchmarks)

Redford Charter Township, MI

2020 Honda Civic Hatchback EX-L

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

2020 Honda Civic Hatchback EX-L

Redford Charter Township, MI

UnscoredInsufficient · 3
$13,900106,451 mi

Comparison: 3 similar vehicles

Redford Charter Township, MI

2018 Honda Accord LX

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

2018 Honda Accord LX

Redford Charter Township, MI

Fair PriceLimited · 10
$13,995103,702 mi

Market: $9,500 – $17,305

Comparison: 10 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 255 days listed (based on current market benchmarks)

Redford Charter Township, MI

2018 Honda Accord Touring

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

2018 Honda Accord Touring

Redford Charter Township, MI

Salvage title
$13,99890,717 mi

Redford Charter Township, MI

2017 Honda CR-V Touring

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

2017 Honda CR-V Touring

Redford Charter Township, MI

UnscoredLimited · 11
$13,998132,730 mi

Comparison: 11 similar vehicles

Redford Charter Township, MI

2020 Honda CR-V EX

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

2020 Honda CR-V EX

Redford Charter Township, MI

UnscoredLimited · 19
$14,950152,170 mi

Comparison: 19 similar vehicles

Redford Charter Township, MI

2017 Honda Civic Hatchback LX

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

2017 Honda Civic Hatchback LX

Redford Charter Township, MI

UnscoredLimited · 7
$14,998101,318 mi

Comparison: 7 similar vehicles

Redford Charter Township, MI

2018 Honda Pilot EX

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

2018 Honda Pilot EX

Redford Charter Township, MI

Fair PriceModerate · 22
$15,995105,140 mi

Market: $12,995 – $20,256

Comparison: 22 similar vehicles

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

Redford Charter Township, MI

2018 Honda Odyssey Elite

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

2018 Honda Odyssey Elite

Redford Charter Township, MI

UnscoredRobust · 52
$16,498141,395 mi

Comparison: 52 similar vehicles

Redford Charter Township, MI

2016 Honda Pilot Elite

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

2016 Honda Pilot Elite

Redford Charter Township, MI

Fair PriceModerate · 24
$16,995111,240 mi

Market: $11,995 – $19,998

Comparison: 24 similar vehicles

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

Redford Charter Township, MI

2018 Honda CR-V EX

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

2018 Honda CR-V EX

Redford Charter Township, MI

Fair PriceModerate · 32
$17,99598,439 mi

Market: $14,269 – $20,689

Comparison: 32 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 124 days listed (based on current market benchmarks)

Redford Charter Township, MI

2021 Honda Passport

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

2021 Honda Passport

Redford Charter Township, MI

Fair PriceLimited · 11
$17,998110,691 mi

Market: $15,895 – $23,297

Comparison: 11 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 143 days listed (based on current market benchmarks)

Redford Charter Township, MI

2020 Honda CR-V EX

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

2020 Honda CR-V EX

Redford Charter Township, MI

Fair PriceLimited · 19
$19,49898,393 mi

Market: $14,950 – $23,377

Comparison: 19 similar vehicles

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

Redford Charter Township, MI

2021 Honda Accord Sport

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

2021 Honda Accord Sport

Redford Charter Township, MI

UnscoredLimited · 7
$19,99565,300 mi

Comparison: 7 similar vehicles

Redford Charter Township, MI

2020 Honda Odyssey EX

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

2020 Honda Odyssey EX

Redford Charter Township, MI

Fair PriceModerate · 21
$21,49576,863 mi

Market: $20,500 – $24,590

Comparison: 21 similar vehicles

Fairly priced — in line with the typical market range for similar vehicles · 215 days listed (based on current market benchmarks)

Redford Charter Township, MI

2019 Honda Odyssey EX

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

2019 Honda Odyssey EX

Redford Charter Township, MI

UnscoredInsufficient · 0
$21,99546,003 mi

Redford Charter Township, MI

2023 Honda Accord LX

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

2023 Honda Accord LX

Redford Charter Township, MI

UnscoredInsufficient · 3
$22,27957,946 mi

Comparison: 3 similar vehicles

Redford Charter Township, MI

2023 Honda Civic Hatchback Sport

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

2023 Honda Civic Hatchback Sport

Redford Charter Township, MI

UnscoredLimited · 11
$22,49554,580 mi

Comparison: 11 similar vehicles

Redford Charter Township, MI

2024 Honda HR-V LX

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

2024 Honda HR-V LX

Redford Charter Township, MI

UnscoredLimited · 13
$22,99847,705 mi

Comparison: 13 similar vehicles

Redford Charter Township, MI

2021 Honda Passport Touring

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

2021 Honda Passport Touring

Redford Charter Township, MI

Fair PriceModerate · 20
$23,49598,190 mi

Market: $21,725 – $28,831

Comparison: 20 similar vehicles

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

Redford Charter Township, MI

2023 Honda HR-V LX

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

2023 Honda HR-V LX

Redford Charter Township, MI

UnscoredLimited · 8
$23,99535,129 mi

Comparison: 8 similar vehicles

Redford Charter Township, MI

2024 Honda HR-V Sport

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

2024 Honda HR-V Sport

Redford Charter Township, MI

OverpricedModerate · 33
$24,99579,596 mi

Market: $22,977 – $24,814

Comparison: 33 similar vehicles

Priced ~1% above the typical market range for similar vehicles (based on current market benchmarks)

Redford Charter Township, MI

2022 Honda Accord Hybrid Sport

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

2022 Honda Accord Hybrid Sport

Redford Charter Township, MI

UnscoredLimited · 5
$27,49832,701 mi

Comparison: 5 similar vehicles

Redford Charter Township, MI

2022 Honda Pilot EX-L

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

2022 Honda Pilot EX-L

Redford Charter Township, MI

UnscoredLimited · 8
$28,99551,474 mi

Comparison: 8 similar vehicles

Redford Charter Township, MI

2026 Honda CR-V EX-L

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

2026 Honda CR-V EX-L

Redford Charter Township, MI

Great DealModerate · 41
$29,99511,137 mi

Market: $32,953 – $38,405

Comparison: 41 similar vehicles

Competitively priced ~9% below the typical range compared to similar vehicles · 34 days listed (based on current market benchmarks)

Redford Charter Township, MI

2024 Honda Pilot EX-L

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

2024 Honda Pilot EX-L

Redford Charter Township, MI

UnscoredLimited · 10
$29,99592,942 mi

Comparison: 10 similar vehicles

Redford Charter Township, MI

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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