Observed Signal · Jun 2, 2026 · Research Study · Source: State of Streaming · Impact: 3/5 · Sentiment: Negative
Reelgood Study: AI Omits FAST Services in Discovery
A Reelgood analysis tested 100 titles (50 films, 50 TV shows) on March 5, 2026 and found major LLM-based AI assistants frequently fail to return correct "where to watch" answers. ChatGPT returned correct results 43.76% of the time, Claude 50.21%, while Reelgood's own data service scored 96.89%. Free ad-supported streaming services (FAST) such as Tubi, Pluto TV, Hoopla and Kanopy are systematically omitted even when they are valid availability options. Reelgood frames this as an "invisible inventory" distribution problem: if AI-driven discovery doesn't surface ad-supported inventory, impression opportunities vanish before viewers reach publisher apps. The study says the data infrastructure to fix availability exists, but accountability across streaming platforms, advertisers and AI companies is unclear.
Study highlights systematic omission of ad-supported streaming (FAST) in AI-driven discovery, which reduces reachable inventory for advertisers and publishers; relevant but not a platform policy change.
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Key Takeaways & Evidence Grounding
- Reelgood tested 100 titles (50 movies, 50 TV shows) on March 5, 2026.
- ChatGPT accuracy on where-to-watch queries: 43.76%.
- Claude accuracy on where-to-watch queries: 50.21%.
- Reelgood accuracy (internal/service benchmark): 96.89%.
- Free/ad-supported services (Tubi, Pluto TV, Hoopla, Kanopy) were consistently omitted from AI responses.
Connected Companies & Entities
6 Entities mapped“A recent analysis from Reelgood found ChatGPT and Claude answering basic "where to watch" queries accurately less than half the time....”
“free and ad-supported services like Tubi, Pluto TV, and Kanopy are systematically omitted, even when they're valid options....”
“free and ad-supported services like Tubi, Pluto TV, and Kanopy are systematically omitted, even when they're valid options....”
“Hidden paywalls — add-on channels like Starz or Paramount+ inside Amazon are listed as included in your base subscription...”
“Hidden paywalls — add-on channels like Starz or Paramount+ inside Amazon are listed as included in your base subscription...”
“Hidden paywalls — add-on channels like Starz or Paramount+ inside Amazon are listed as included in your base subscription...”
Ontology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
Comscore Finds AI Omits Free Streaming Services
Comscore's Q1 2026 AI Intelligence Report and independent tests find AI assistants are becoming a primary discovery path but systematically omit free/AVOD/FAST streaming services. Independent Reelgood testing of 100 titles in March 2026 showed ChatGPT returned correct "where to watch" answers 43.76% of the time and Anthropic's Claude 50.21%. Comscore found Netflix appears in only 2% of AI-generated entertainment summaries and no FAST service ranked in the top 20 AI citations. The report and analysis warn that AI-driven discovery — appearing alongside a growing share of Google searches and growing fastest among 25–34-year-olds — poses a structural distribution and measurement risk for ad-supported streaming services unless metadata and discovery infrastructure are treated as distribution primitives.
Hollywood vs Big Tech: Streaming, Search, AI
AdExchanger's roundup highlights rising tension between legacy Hollywood studios and Big Tech as both sides expand into streaming, content and TV ad businesses — intensifying competition for attention and ad dollars. Google is testing a new “Strongest match” badge on some search ads, drawing scrutiny about how search may favor AI‑style authoritative answers. A Gallup poll finds most Americans (57%) do not rely on AI for news and only 2% cited AI chatbots for recent news, but 39% said they'd lose trust in outlets that use AI in production. The piece also notes publisher strategies to monetize AI scraping, a Paramount–Omnicom ad-unit partnership for streamer premieres, leaked Accenture audio about rising AI token costs, and Albertsons’ tie-up with Criteo to put ads into an AI shopping bot's responses.
Streaming Catalog Gaps Create Media Buying Opportunities
Reelgood CEO David Sanderson will appear on State of Streaming's LinkedIn Live to discuss how audiences migrate across streaming services and what that means for media planning. Reelgood's analysis — drawn from seven years of daily data tracking availability across 300+ streaming platforms — finds 88% of movies in active distribution live outside the eight platforms most buyers plan against, that platform merchandising often drives viewership more than rights ownership (one title rose from #800 on Prime to #8 on Netflix after a platform move), and that the median window from SVOD to AVOD has shortened from six months to about two and a half months. Reelgood will feed an availability signal into the Unified Streaming Power Index to benchmark addressable inventory and inform discovery, catalog intelligence, and media-buy decisions.
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