What LLMs cite
best tv recommendation app
Observed AI recommendations · United States · Updated October 11, 2026
GEOGrow tested this high-intent customer question across Gemini, Claude, and ChatGPT. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
JustWatch
Leads across all key metrics
AI engines mentioning
3 of 3
JustWatch appears in 3 of 3 AI engines
#1 recommendations
2
JustWatch was the #1 recommendation twice.
AI answer share
100%
JustWatch appears in 100% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 11, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | JustWatch Claim your company | 3 of 3 | 2 | 100% |
| 2 | NextWatchTV Claim | 1 of 3 | 1 | 33% |
| 3 | Reelgood Claim | 3 of 3 | 0 | 100% |
| 4 | Watchworthy Claim | 2 of 3 | 0 | 67% |
| 5 | TV Time Claim | 3 of 3 | 0 | 100% |
| 6 | TV Guide Claim | 1 of 3 | 0 | 33% |
| 7 | What2WatchAI Claim | 1 of 3 | 0 | 33% |
| 8 | Trakt Claim | 3 of 3 | 0 | 100% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. NextWatchTV
- 2. Watchworthy
- 3. What2WatchAI
- 4. Aftertaste
- 5. JustWatch
- 6. Reelgood
+5 more in this answer
Gemini
ClaudeWhat LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- nextwatchtv.com Best TV Recommendation Apps in 2026: What Actually Matters
- recoverit.wondershare.com Top 5 Free Reelgood Alternatives for Smarter Streaming
- getmatinee.com Best Apps Like Letterboxd That Also Track TV Shows — 2026 Guide
- watchdeck.co Letterboxd for TV Shows: What Are Your Options in 2026?
- play.google.com Watchworthy - What To Watch - Apps on Google Play
- saashub.com Letterboxd VS Reelgood
- aftertaste.com Aftertaste — Your Ultimate Movie and TV Hub
- alternativeto.net Trakt launches official Android TV app with discovery, recommendations, and Watch Now
- alternativeto.net Reelgood Alternatives
- achriom.com Best Movie Discovery Apps in 2026: 6 Compared – Achriom
- alternativeto.net JustWatch Alternatives – AlternativeTo
- hobiapp.com The 7 Best TV Show Tracker Apps in 2026, Ranked Honestly | Hobi Blog
- achriom.com Best Movie Tracking Apps in 2026: 8 Tested and Ranked – Achriom
- apps.apple.com Watchworthy - What To Watch App – App Store
- richontech.tv The Best Apps to Track and Discover Streaming Movies
- screenrant.com 10 Best Apps & Websites That Will Help You Decide What To Watch Next
- achriom.com TV Time Alternatives in 2026: 6 Best TV Trackers Tested & Ranked – Achriom
- play.google.com TV Guide - Apps on Google Play
Related questions
See how this market performs for the questions customers are asking AI.
Markets move fast once AI patterns set in.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
JustWatch currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
JustWatch currently leads this conversation.
- #1 JustWatch 100%
- #2 NextWatchTV 33%
- #3 Reelgood 100%
- #4 Watchworthy 67%
- #5 TV Time 100%
- #6 TV Guide 33%
- #7 What2WatchAI 33%
- #8 Trakt 100%
Get ahead of the competition
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 3 independent AI observations.
- Question tested
- best tv recommendation app
- Market
- United States
- AI engines
- Gemini, Claude, and ChatGPT
- Research date
- October 11, 2026