Flyback.ai

Flyback.ai is a buy-side intelligence platform designed specifically for the luxury watch secondary market. The core problem it solves is that asking prices in this market are unreliable noise. Sellers list watches at optimistic prices, buyers frequently overpay, and genuinely good deals disappear before most people can find them. Flyback.ai fixes this by using artificial intelligence to objectively score every listing across 20+ global marketplaces and dealer sites.

The platform aggregates active listings from sources including eBay, Chrono24, Jomashop, Watchfinder, Bob's Watches, WatchMaxx, Bezel, DavidSW, Timepeaks (Japan), Subdial (UK), The 1916 Company, Tourneau CPO, and more. Each listing is then scored in real time against machine learning models trained exclusively on hundreds of thousands of verified sold transactions. This distinction is critical: Flyback.ai does not use asking prices as a reference point. It compares each listing against what watches actually sold for in recent transactions.

Every listing receives a deal score from 0 to 100. A score of 0 means the watch is significantly overpriced relative to comparable sales. A score of 100 means the listing represents an exceptional deal. The score considers price versus comparable sales, seller reputation, condition, completeness of box and papers, and current market velocity. Flyback.ai also provides fair value forecasts with confidence ranges, historical price trends by reference, and a market trends dashboard that tracks average sold prices and volume shifts across brands and segments.

The platform is built for collectors, enthusiasts, and first-time buyers who want to make informed purchasing decisions without manually cross-referencing multiple sites and price history tools. It is free to use and includes a unique wrist fit tool that adjusts deal scores based on lug-to-lug measurements and wrist circumference. Flyback.ai covers over 2,300 watch references across 32 brands with 100% lug-to-lug measurement coverage.

Real-Time Deal Scoring Across 20+ Sources

Flyback.ai aggregates listings from over 20 global marketplaces and dealer sites including eBay, Chrono24, Jomashop, Watchfinder, Bob's Watches, Bezel, DavidSW, Timepeaks, Subdial, and more. Each listing is scored in real time from 0 to 100 based on a machine learning model trained on hundreds of thousands of verified sold transactions. The score accounts for price versus comparable sales, seller reputation, condition, completeness of box and papers, and market velocity. This eliminates the noise of optimistic asking prices and gives you an objective measure of whether a listing is a fair deal, overpriced, or genuinely underpriced.

Fair Value Forecasts with Confidence Ranges

For qualifying listings, Flyback.ai uses a machine learning model to estimate the fair market value of the watch. This estimate is adjusted for condition, whether the watch includes box and papers, and the seller's transaction history. The model is trained exclusively on real sold transaction data, not asking prices. Each forecast includes a confidence range so you understand the level of certainty behind the estimate. This helps you avoid overpaying and identify listings that are priced significantly below what comparable pieces have recently sold for.

Personalized Wrist Fit Analysis

Flyback.ai includes a unique wrist fit tool that adjusts deal scores based on your specific wrist size. You enter your wrist circumference, and the platform recalibrates scores based on lug-to-lug measurements and lug curvature type (straight, curved, or integrated). The reference catalog covers over 2,300 watch references across 32 brands with 100% lug-to-lug measurement coverage. This feature prevents the common problem of buying a watch that looks good on paper but does not wear well on your wrist.

Market Trends Dashboard

The market trends dashboard tracks average sold prices and volume shifts across brands, segments, and specific references. You can see how prices have changed over time, which models are gaining or losing value, and where market activity is concentrated. This data is derived from actual sold transactions, not listing prices. It provides a macro-level view of the luxury watch market that helps you make strategic buying decisions, whether you are looking for a specific reference or exploring new brands and models.

Finding Genuinely Underpriced Listings

The primary use case for Flyback.ai is identifying watches that are listed significantly below their fair market value. Instead of scrolling through hundreds of listings across multiple sites and trying to remember what similar watches sold for, you can use the deal score to instantly surface the best opportunities. A score of 80 or above indicates a listing that is priced well below comparable recent sales. This is particularly valuable for rare or high-demand references where good deals disappear within hours.

Avoiding Overpaying on Popular Models

Popular models from Rolex, Patek Philippe, Audemars Piguet, and others are frequently listed at inflated prices. Sellers know that demand is high and often price optimistically. Flyback.ai protects you from overpaying by showing you the fair value estimate and deal score for every listing. If a watch is listed at $15,000 but comparable sold transactions average $12,000, the platform will score it accordingly. This prevents the emotional decision-making that often leads to paying too much for a desirable watch.

Evaluating a Watch Before Making an Offer

When you find a listing on a marketplace like Chrono24 or eBay, you can use Flyback.ai to evaluate the listing before making an offer or committing to a purchase. The platform provides the fair value estimate, deal score, and historical price trends for that specific reference. You can also check the seller's reputation score and see how the listing compares to other active listings for the same watch. This gives you the data you need to negotiate confidently or walk away from a bad deal.

Checking Wrist Fit Before Buying

A common issue in the secondary watch market is buying a watch that does not fit your wrist properly. Specifications like case diameter and lug width do not tell the full story because lug curvature and case design affect how a watch wears. Flyback.ai solves this with its wrist fit tool. You enter your wrist circumference, and the platform shows you which listings are likely to fit well based on lug-to-lug measurements and curvature type. This is especially useful for buyers who cannot try on the watch before purchasing.

How does Flyback.ai calculate the deal score?

The deal score is calculated using a machine learning model trained on hundreds of thousands of verified sold transactions. For each listing, the model compares the asking price to recent sales of the same reference, adjusted for condition, completeness of box and papers, seller reputation score, and current market velocity. The score ranges from 0 to 100, where 0 means the listing is significantly overpriced and 100 means it is an exceptional deal. The model is retrained regularly to reflect the most current market conditions.

What sources does Flyback.ai monitor?

Flyback.ai monitors over 20 global marketplaces and dealer sites. These include eBay, Chrono24, Watchfinder, Bob's Watches, WatchMaxx, Bezel, Jomashop, DavidSW, Timepeaks (Japan), Yahoo Auctions Japan, Subdial (UK), The 1916 Company, Tourneau CPO, European Watch, AuthenticWatches, Birmingham Luxury Watches, and Jared. The platform aggregates listings throughout the day and provides full price history for each listing.

Is Flyback.ai free to use?

Yes, Flyback.ai is completely free to use. There are no subscription fees, paywalls, or hidden costs. You can browse listings, view deal scores, check fair value estimates, and use the wrist fit tool without any payment. The platform generates value by helping buyers make more informed purchasing decisions, and it is currently offered at no cost to users.

How does the wrist fit tool work?

The wrist fit tool works by comparing your wrist circumference to the lug-to-lug measurements of each watch in the reference catalog. The catalog covers over 2,300 references across 32 brands with 100% lug-to-lug measurement coverage. The tool also accounts for lug curvature type: straight, curved, or integrated. When you enter your wrist size, Flyback.ai recalibrates deal scores to prioritize listings that are likely to fit your wrist well. This prevents the common problem of buying a watch that does not wear comfortably.