AI Discovery Tracker: What Streaming Services Have Shipped and Tested
Every entry links to a page we opened, says whether it shipped or is only a test, and states the region if the source does. Last reviewed 5 November 2026.
As of 5 November 2026, this tracker lists twelve AI discovery moves by streaming services and TV platforms since April 2025, including Netflix AI Discover, Disney+ AI search and Alexa+ on Fire TV. Seven are limited tests or betas. Six are stated as US-only or US-first. Each entry links to its source and gives its status.
Press coverage of this area repeats itself, and it often turns a small test into a launch. This table keeps the difference visible. We list a move only if we could read a primary page or a named outlet reporting it, and we say so when a date or region is missing from the source.
AI discovery moves, newest first
| Date | Service | What shipped or was tested | Status | Region | Source |
|---|---|---|---|---|---|
| 3 Nov 2026 | Netflix: AI Discover | A TV app tab: pick a theme previewed by a clip from a show or movie, narrow it, and tune recommendations per title. Based on watch history, preferences and time of day | Early test, small group, opening gradually | US, in English, supported TVs | Primary: post, Help Center |
| Undated page, says "starting in November" | Amazon: Alexa+ on Fire TV | Conversational requests such as a top-rated thriller, then "something newer", with an Alexa+ hub of personal prompts. Amazon says its top recommendation is picked over 40% more often than with the original Alexa | Rolling out | US first. More countries early next year, Amazon says | Primary: hub, Fire TV |
| 6 Aug 2026 | Disney+ and ESPN | Disney+: describe what you want by typing, speaking or choosing a prompt, for picks by mood and need. ESPN tests sports questions separately | Limited beta, no launch date | US, per The Next Web. Disney's page states none | Primary: Disney. Press: The Next Web |
| 28 Jul 2026 | HBO Max | An experimental AI conversational search that recommends movies and TV shows, and a vertical Shorts feed of trailers and clips | Testing with select users | US. Search on Android, Shorts on iOS | Press: TechCrunch |
| 7 May 2026 | Netflix: voice search | AI voice search in the TV app, reached through an "Ask" button, answering natural-language prompts. A reporter's hands-on account, not a Netflix announcement | Beta with select members | US. Seen on two Google TV devices | Press: The Verge |
| 7 Apr 2026 | Tubi | A native app inside ChatGPT: type "@Tubi", describe what to watch, and get results to watch on Tubi | Launched | Not stated | Primary: Tubi |
| 19 Feb 2026 | YouTube: Ask on TV | A Gemini-powered button on TVs, consoles and streaming devices, for questions about a video. Our source does not establish that it recommends what to watch | Experiment, small group | Not stated | Press: Engadget |
| 5 Jan 2026 | Google TV: Gemini | Visual answers, Deep Dives, Google Photos search and natural-language settings, previewed at CES. Google's post lists no feature for choosing what to watch | Previewed, select TCL devices first | "Select devices, countries and languages" | Primary: Google |
| 3 Dec 2025, by press. Amazon's page is undated | Amazon: Alexa+ scene search | Describe a scene, character or quote, and Fire TV starts that moment in a Prime Video movie | Shipped | Not stated | Primary: Amazon. Press: Engadget |
| 4 Sep 2025 | Samsung: Vision AI Companion | A conversational assistant on Samsung TVs through a remote button, with follow-up questions and personalized recommendations | Announced at IFA 2025 | Varies by region and model | Primary: Samsung |
| 12 Apr 2025 | Netflix: OpenAI search | Search by mood and natural language beyond titles, actors and genres, reported as powered by OpenAI | Limited test | iOS, select users in Australia and New Zealand, with US expansion reported | Press: Engadget, citing Bloomberg |
| Undated page | Prime Video: AI Topics | AI-created topic groupings from interests and viewing history, found on the home page | Limited beta, select users | US, select living-room devices | Primary: Amazon |
What the entries have in common
- Seven of the twelve are limited tests or betas, by the words of their own sources: AI Discover, Disney+, HBO Max, both Netflix search tests, YouTube and AI Topics.
- Six are stated as US-only or US-first. Regional services elsewhere have little evidence of how any of this lands with their own audiences.
- Most let a person ask in words, typed or spoken. AI Discover and AI Topics present groupings to choose from instead, which suits a remote control.
- Only one of these entries gives a figure for what happened after launch, and it is Amazon's own claim about Alexa+. Treat any claim of proven uplift for this kind of feature with care.
What we left out
A tracker is only as good as what it refuses. These items appeared in our search and did not reach the table.
- Apple TV
- We found leaks and beta-code reports and no Apple announcement.
- Roku
- Its release notes list Roku Voice content discovery and What to Watch in the US, and show no dated 2026 move in the part we read. A May 2026 report reached us only through search snippets.
- Spotify
- Audio, and we saw its Prompted Playlist dates only in search snippets, without opening the pages.
- Usage figures from aggregator sites
- One monthly-user figure for YouTube Ask came from a low-quality source, so it stays out. Several summary sites were excluded for the same reason.
What to do with this if you run a service
Viewers are starting to see these tests, and a board will ask about them. The practical question for you is smaller than the headlines: which request can your service answer that it cannot answer today? The AI Discover alternative page breaks one test down element by element. What viewers ask for looks at what people type when they are given a box. The implementation guide has working code.
TasteRay is not affiliated with Netflix or any other service in this table. Their facts come from the linked sources, as read on 5 November 2026. To correct an entry, write to hello@tasteray.com.
Sources and further reading
- Introducing AI Discover (Netflix, 3 November 2026)
- Explore in new ways with AI Discover (Netflix Help Center)
- Alexa+ on Fire TV hub and app updates (Amazon)
- Beta Testing AI-Powered Search and Discovery on ESPN and Disney+ (The Walt Disney Company, 6 August 2026)
- HBO Max embraces vertical video with a new Shorts feed (TechCrunch, 28 July 2026)
- Netflix AI voice search (The Verge, 7 May 2026)
- Tubi becomes first streamer to launch ChatGPT app (Tubi, 7 April 2026)
FAQs about AI Discovery Tracker
Which streaming services are testing AI discovery?
As of 5 November 2026, Netflix, Disney+, HBO Max, Prime Video and YouTube have limited tests or betas in our table. Tubi has launched an app inside ChatGPT, and Alexa+ on Fire TV is rolling out. Google TV and Samsung have announced assistants at TV level. Each entry links to its source.
Is Netflix AI Discover available everywhere?
No. As of its 3 November 2026 post, Netflix describes AI Discover as an early test for a small group of US members using Netflix in English on supported TVs, opening gradually over the coming weeks. The Help Center adds that it is optional and is not available in Kids profiles.
How does TasteRay decide what goes in this tracker?
An entry needs a page we opened ourselves, either the company's own or a named outlet reporting it. Search snippets and aggregator sites do not count, and we list what we excluded. Where a source gives no date or region, the table says so instead of filling the gap from memory.