{"podcast":{"title":"VREF | The Truth About the Aviation Market","slug":"vref-the-truth-about-the-aviation-market-7473682","podcast_index_feed_id":7473682,"rss_url":"https://api.riverside.fm/hosting/KlKGheoM.rss","website_url":"https://rss.com/podcasts/vref-the-truth-about-the-aviation-market","image_url":"https://hosting-media.riverside.com/media/imports/podcasts/baca7f0c-f5ac-43bc-8887-ff5ddd6cfc5e/20250903_070939_479186d40de6208b7f94a6be525ff918.png","author":"Jason Zilberbrand","episode_count":49,"summary":"Up-to-date information on the state of the aviation marketplace and it's effect on aircraft valuation by the leader in aircraft valuation: VREF Aircraft Value Reference, Appraisal & Litigation Services","last_synced_at":"2026-08-01T22:17:21.315982+00:00","page_url":"https://stenobird.com/podcast/vref-the-truth-about-the-aviation-market-7473682"},"episode":{"title":"The Free Valuation Trap: Why “Instant AI Aircraft Values” May Cost You More Than You Think | EP 40","slug":"the-free-valuation-trap-why-instant-ai-aircraft-values-may-cost-you-more-than-you-think-ep-40","published_at":"2026-06-14T02:16:47+00:00","page_url":"https://stenobird.com/podcast/vref-the-truth-about-the-aviation-market-7473682/the-free-valuation-trap-why-instant-ai-aircraft-values-may-cost-you-more-than-you-think-ep-40","show_page_url":"https://stenobird.com/podcast/vref-the-truth-about-the-aviation-market-7473682","url":"https://api.riverside.com/hosting-analytics/media/44c80ba9566b0843abafe2e736b5beb27fc36747406e5dbb1b081d09c86634a4/eyJlcGlzb2RlSWQiOiIzMWJjODEwZS0yMWVkLTQzMjktOTMzNS1jNjZmZDRlOGVhZDUiLCJwb2RjYXN0SWQiOiJiYWNhN2YwYy1mNWFjLTQzYmMtODg4Ny1mZjVkZGQ2Y2ZjNWUiLCJhY2NvdW50SWQiOiI2OWNjMWVmYWJiNDBlZDcwMmI1MGI1MmEiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmEyZGU5MDU3ZDRlZWUxMDUzODg2Y2ZkL2phc29uLXppbGJlcmJyYW5kcy1zdHVkaW8tY29tcG9zZXItMjAyNi02LTE0X18xLTM0LTI5Lm1wMyJ9.mp3","audio_url":"https://api.riverside.com/hosting-analytics/media/44c80ba9566b0843abafe2e736b5beb27fc36747406e5dbb1b081d09c86634a4/eyJlcGlzb2RlSWQiOiIzMWJjODEwZS0yMWVkLTQzMjktOTMzNS1jNjZmZDRlOGVhZDUiLCJwb2RjYXN0SWQiOiJiYWNhN2YwYy1mNWFjLTQzYmMtODg4Ny1mZjVkZGQ2Y2ZjNWUiLCJhY2NvdW50SWQiOiI2OWNjMWVmYWJiNDBlZDcwMmI1MGI1MmEiLCJwYXRoIjoibWVkaWEvY2xpcHMvNmEyZGU5MDU3ZDRlZWUxMDUzODg2Y2ZkL2phc29uLXppbGJlcmJyYW5kcy1zdHVkaW8tY29tcG9zZXItMjAyNi02LTE0X18xLTM0LTI5Lm1wMyJ9.mp3","summary":"In this episode of The Truth About the Market , Jason responds to a new claim making the rounds in aviation: that legacy aircraft valuation methods are “broken math,” and that AI-powered valuation tools have supposedly discovered a better way to price aircraft. In this episode, we cover: • Why “free” aircraft valuations should always raise one immediate question • Why asking prices are not the same thing as market value • How scraped listings can create the illusion of precision without proving reality • Why a model built on asking prices may be measuring seller hope, not buyer behavior • Why the difference between listed price and escrowed closing price is not a technicality • How marketing claims about “broken math” can sound impressive while missing the actual valuation problem • Why fitting a curve to thousands of listings does not mean you have discovered the market • Why the only honest test of a valuation model is whether it can predict real closed sale prices • How one model can declare itself the truth, then score everyone else against itself • Why curve fitting can look sophisticated while still being disconnected from transaction reality • Why no competent appraiser blindly applies flat dollars per hour from overhaul to runout • Why fresh overhaul premiums, runout discounts, and mid-time plateaus have been priced by professionals for decades • Why engine time is only one input inside a much larger valuation methodology • How logbook quality, damage history, corrosion, engine programs, maintenance pedigree, and overhaul quality affect value • Why a scraped listing will never tell the whole story • Why “discovering” that aircraft values are non-linear is not a breakthrough to anyone who actually appraises aircraft • How free valuation tools may use flattering…","meta_description":"In this episode of The Truth About the Market , Jason responds to a new claim making the rounds in aviation: that legacy aircraft valuation methods are “b…","key_points":[],"chapters":[],"topics":[],"duration_seconds":542,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/vref-the-truth-about-the-aviation-market-7473682/episodes/the-free-valuation-trap-why-instant-ai-aircraft-values-may-cost-you-more-than-you-think-ep-40/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/vref-the-truth-about-the-aviation-market-7473682/the-free-valuation-trap-why-instant-ai-aircraft-values-may-cost-you-more-than-you-think-ep-40.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}