We found 37 YouTube channels similar to frankie’s shelf
Shares a strong overlap with searches for narrative reliability and unreliable narrators, aligning with Frankie’s Shelf on narrator critique themes (82% match with high search overlap, content around reliability issues ~70%).
Both touch on bookish analysis and toxic relationships, but The Book Leo leans more into relationship dynamics in fiction, aligning with Frankie’s Shelf via 68% match with search ~52% and content ~78%.
Similar focus on narrators and unsettling female leads, producing a comparable audience through narrator critique and unreliable narrators (67% match; search ~70%, content ~66%).
Appeals to viewers interested in toxic relationships and obsessive friendships, matching Frankie’s Shelf signals with 64% overall match driven by search ~60% and content ~67%.
Converges on themes of obsessive friendships and toxic female relationships, yielding a 64% match with search ~62% and content ~65%.
Shares interest in revenge-driven plots and unsettling book club picks, producing a 63% match with search ~45% and content ~76%.
31 additional channels that were close
| Rank | Relevance | Channel | Similarity | Subscribers | SERP | Appearances |
|---|---|---|---|---|---|---|
| #7 | 62% | Writer Brandon McNulty | 69% | 185K | 50% | 6 |
| #8 | 60% | Cameron | Slaggy Book Club | 79% | 30.2K | 32% | 2 |
| #9 | 60% | Jack Edwards ▶ | 84% | 1.6M | 23% | 3 |
| #10 | 59% | Laura Elise | 82% | 1.4K | 24% | 3 |
| #11 | 57% | Writing with Jenna Moreci | 69% | 281K | 40% | 3 |
| #12 | 57% | Katie Marie | 78% | 5.0K | 25% | 2 |
| #13 | 57% | Charo Lyn | 70% | 644K | 36% | 12 |
| #14 | 56% | Lady of the Library | 75% | 309K | 27% | 3 |
| #15 | 55% | Book Break by Pan Macmillan | 74% | 36.8K | 27% | 2 |
| #16 | 54% | TEDx Talks ▶ | 67% | 44.2M | 34% | 7 |
| #17 | 53% | Pilot Juli | 72% | 104K | 25% | 4 |
| #18 | 52% | Reedsy | 68% | 177K | 29% | 4 |
| #19 | 52% | PBS Documentaries | 64% | 353K | 35% | 4 |
| #20 | 52% | Alyssa Matesic | 72% | 148K | 23% | 1 |
| #21 | 52% | ShaelinWrites | 75% | 138K | 18% | 1 |
| #22 | 52% | The Second Story ▶ | 75% | 127K | 16% | 3 |
| #23 | 51% | Film Courage ▶ | 67% | 793K | 29% | 4 |
| #24 | 51% | CriminOlly | 69% | 61.7K | 22% | 4 |
| #25 | 51% | Terrible Writing Advice | 72% | 469K | 18% | 1 |
| #26 | 50% | Man Carrying Thing ▶ | 72% | 820K | 18% | 2 |
| #27 | 50% | Abbie Emmons | 68% | 584K | 23% | 2 |
| #28 | 49% | Odysseas | 70% | 359K | 17% | 2 |
| #29 | 48% | Cal Newport | 68% | 328K | 18% | 1 |
| #30 | 48% | Robin Waldun | 70% | 410K | 15% | 1 |
| #31 | 48% | Penguin Books UK | 68% | 387K | 18% | 1 |
| #32 | 47% | Tim Nance (NanceNotes and Narwhals) | 63% | 40.3K | 23% | 1 |
| #33 | 46% | Screenright with James A. Hurst | 65% | 11.8K | 18% | 1 |
| #34 | 46% | TED ▶ | 65% | 27.2M | 18% | 2 |
| #35 | 46% | Adam Walker - Close Reading Poetry | 66% | 129K | 15% | 2 |
| #36 | 46% | MedCircle | 64% | 1.7M | 18% | 2 |
| #37 | 44% | Ace Study Guides | 60% | 4.8K | 21% | 2 |
The Take (82% match, 1.5M subscribers) and The Book Leo (68% match, 682K subscribers) are frankie’s shelf's biggest competitors, followed by Overly Sarcastic Productions (67% match, 2.5M subscribers). They share a focus on bookish and literary analysis, discussions of authors, trends in publishing, and critique-based videos.
frankie’s shelf creates opinionated, essay-style videos about books, reading culture, and literary topics, as suggested by titles like 'the downward spiral of an insufferable narrator,' 'the horrors of female friendship,' and 'no book has ever made me this uncomfortable.' The channel uploads roughly 0.7 videos per week, and the average video garners about 435.8K views.
We analyze frankie’s shelf's recent videos, generate topic-relevant search queries, check YouTube search results, and compare the meaning of each channel's content to measure similarity. The result is a ranked list sorted by SERP overlap, semantic similarity, and search appearances.
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