What LLMs cite
Best TV Show Recommendation Apps
From recent prompt runs · United States · Updated September 15, 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
2 of 3
JustWatch appears in 2 of 3 AI engines
#1 recommendations
1
JustWatch was the #1 recommendation once.
AI answer share
67%
JustWatch appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated September 15, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | JustWatch Claim your company | 2 of 3 | 1 | 67% |
| 2 | Likewise: Movie, TV, Book Recs Claim | 1 of 3 | 1 | 33% |
| 3 | TV Guide Claim | 1 of 3 | 0 | 33% |
| 4 | IMDb: Movies & TV Shows Claim | 1 of 3 | 0 | 33% |
| 5 | Watchworthy (by Ranker) Claim | 1 of 3 | 0 | 33% |
| 6 | Watchworthy Claim | 1 of 3 | 0 | 33% |
| 7 | NextWatchTV Claim | 1 of 3 | 0 | 33% |
| 8 | Trakt.tv Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Likewise: Movie, TV, Book Recs
- 2. IMDb: Movies & TV Shows
- 3. Watchworthy
- 4. NextWatchTV
- 5. JustWatch
- 6. Reelgood
+5 more in this answer
Gemini
- 20. Cliqrex
ClaudeWhat LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- hobiapp.com The 7 best TV show tracker apps in 2026, ranked honestly | Hobi Blog
- lemmy.world Any app better than Reelgood for tracking what you've watched?
- appshunter.io 249+ Best TV Show Recommendations Apps for iPhone (2026) | Free & Paid
- bulkwp.com Best 5 Lightweight Streaming Aggregators Reddit Users Rely On
- nextwatchtv.com Best TV Recommendation Apps in 2026: What Actually Matters · NextWatchTV
- play.google.com Watchworthy - What To Watch - Apps on Google Play
- alternativeto.net Episode Tracker News - AlternativeTo
- apps.apple.com Watchworthy - What To Watch App - App Store
- play.google.com Google TV - Apps on Google Play
- play.google.com TV Guide - Apps on Google Play
Related questions
See how this market performs for the questions customers are asking AI.
- Best Movie Recommendation Apps Letterboxd
- best movie recommendation app Letterboxd
- best tv recommendation app JustWatch
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 67%
- #2
- #3 TV Guide 33%
- #4
- #5
- #6 Watchworthy 33%
- #7 NextWatchTV 33%
- #8 Trakt.tv 33%
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 Show Recommendation Apps
- Market
- United States
- AI engines
- Gemini, Claude, and ChatGPT
- Research date
- September 15, 2026