What LLMs cite
Who should I call for a social recommendation platform for sharing or discovering books, movies, tv shows, or music with friends.?
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
Goodreads
Leads across all key metrics
AI engines mentioning
1 of 3
Goodreads appears in 1 of 3 AI engines
#1 recommendations
1
Goodreads was the #1 recommendation once.
AI answer share
33%
Goodreads appears in 33% 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 | Goodreads Claim your company | 1 of 3 | 1 | 33% |
| 2 | Rekko Claim | 1 of 3 | 1 | 33% |
| 3 | Letterboxd Claim | 1 of 3 | 0 | 33% |
| 4 | Wibely Claim | 1 of 3 | 0 | 33% |
| 5 | Last.fm Claim | 1 of 3 | 0 | 33% |
| 6 | LaterRex Claim | 1 of 3 | 0 | 33% |
| 7 | TasteDive Claim | 1 of 3 | 0 | 33% |
| 8 | Collective Social Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
+5 more in this answer
Gemini
- 20. CliqRex
Claude
- 1. Goodreads
- 2. Letterboxd
- 3. Last.fm
- 4. TasteDive
- 5. The StoryGraph
- 6. Trakt
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- fastcompany.com Listy is a simple, free way to share recommendations with friends - Fast Company
- topnblog.medium.com Unveiling the Hottest Book-Tracking and Review Apps Set to Rival Goodreads in 2024 | Medium
- alternativeto.net Book Recommendation Tools - AlternativeTo
- alternativeto.net BooksReddit Alternatives - AlternativeTo
- apps.apple.com WhatsGood: Private Network App - App Store
- bookbrowse.com What are the Best Online Communities for Book Lovers?
- buckthecritics.com All‑in‑One Media Tracker for Movies, TV, Games & Books
- collectivesocial.app Collective Social | Track what you love. Share what matters.
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Markets move fast once AI patterns set in.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Goodreads currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Goodreads currently leads this conversation.
- #1 Goodreads 33%
- #2 Rekko 33%
- #3 Letterboxd 33%
- #4 Wibely 33%
- #5 Last.fm 33%
- #6 LaterRex 33%
- #7 TasteDive 33%
- #8
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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
- Who should I call for a social recommendation platform for sharing or discovering books, movies, tv shows, or music with friends.?
- Market
- United States
- AI engines
- Gemini, Claude, and ChatGPT
- Research date
- September 15, 2026