Subcategory
Romance
This index adds up the scores of 7 questions. 274 brands are ranked.
- Edition
- Nov 12, 2026
- Methodology
- v5.0
- Panel
- 6 AI surfaces
AI Visibility Ranking
Brands across every question in this category, ordered by GenRank score.
#BrandScore
- 1Outlander136.0
- 2Pride and Prejudice123.6
- 3Emily Henry117.1
- 4Book Lovers103.1
- 5Lisa Kleypas79.0
- 6Red, White & Royal Blue78.4
- 7The Hating Game73.6
- 8The Hating Game by Sally Thorne73.4
- 9Bridgerton (TV series)69.2
- 10Nora Roberts67.5
Show all 50
- 11Devil in Winter63.2
- 12The Unhoneymooners57.4
- 13Jane Eyre52.5
- 14Abby Jimenez51.5
- 15The Kiss Quotient50.3
- 16Get a Life, Chloe Brown49.7
- 17Wallflowers series48.5
- 18Normal People (TV series)47.8
- 19The Cruel Prince47.0
- 20Ali Hazelwood46.1
- 21Fourth Wing45.2
- 22Beverly Jenkins45.2
- 23The Brown Sisters trilogy44.0
- 24Beach Read by Emily Henry43.0
- 25Helen Hoang41.5
- 26Talia Hibbert39.4
- 27The Viscount Who Loved Me39.0
- 28Boyfriend Material38.3
- 29Book Lovers by Emily Henry36.6
- 30Jane Austen36.5
- 31Heartstopper (TV series)36.3
- 32Persuasion35.8
- 33Funny Story35.7
- 34A Court of Mist and Fury33.7
- 35Lord of Scoundrels33.5
- 36Indigo32.1
- 37Romantic Comedy by Curtis Sittenfeld32.0
- 38The Duke and I31.2
- 39Rebecca Yarros30.5
- 40Julia Quinn30.4
- 41The Flatshare30.2
- 42A Week to Be Wicked29.7
- 43Carley Fortune29.7
- 44Funny Story by Emily Henry29.1
- 45The Love Hypothesis by Ali Hazelwood28.3
- 46Goodreads Best Top Romance Novels List28.0
- 47Sarah J. Maas26.9
- 48Our Perfect Storm26.1
- 49Forbidden24.5
- 50Casey McQuiston23.4
- 1Outlander136.0
- 2Pride and Prejudice123.6
- 3Emily Henry117.1
- 4Book Lovers103.1
- 5Lisa Kleypas79.0
- 6Red, White & Royal Blue78.4
- 7The Hating Game73.6
- 8The Hating Game by Sally Thorne73.4
- 9Bridgerton (TV series)69.2
- 10Nora Roberts67.5
- 11Devil in Winter63.2
- 12The Unhoneymooners57.4
- 13Jane Eyre52.5
- 14Abby Jimenez51.5
- 15The Kiss Quotient50.3
- 16Get a Life, Chloe Brown49.7
- 17Wallflowers series48.5
- 18Normal People (TV series)47.8
- 19The Cruel Prince47.0
- 20Ali Hazelwood46.1
- 21Fourth Wing45.2
- 22Beverly Jenkins45.2
- 23The Brown Sisters trilogy44.0
- 24Beach Read by Emily Henry43.0
- 25Helen Hoang41.5
- 26Talia Hibbert39.4
- 27The Viscount Who Loved Me39.0
- 28Boyfriend Material38.3
- 29Book Lovers by Emily Henry36.6
- 30Jane Austen36.5
- 31Heartstopper (TV series)36.3
- 32Persuasion35.8
- 33Funny Story35.7
- 34A Court of Mist and Fury33.7
- 35Lord of Scoundrels33.5
- 36Indigo32.1
- 37Romantic Comedy by Curtis Sittenfeld32.0
- 38The Duke and I31.2
- 39Rebecca Yarros30.5
- 40Julia Quinn30.4
- 41The Flatshare30.2
- 42A Week to Be Wicked29.7
- 43Carley Fortune29.7
- 44Funny Story by Emily Henry29.1
- 45The Love Hypothesis by Ali Hazelwood28.3
- 46Goodreads Best Top Romance Novels List28.0
- 47Sarah J. Maas26.9
- 48Our Perfect Storm26.1
- 49Forbidden24.5
- 50Casey McQuiston23.4
Top 50 of 274
The GenRank score sums each brand’s question-level visibility inside this category. Higher means AI names the brand more often and earlier. It is not bounded, so compare brands within one category, not across categories. Methodology
The questions behind this index
7Each question with its top three brands by GenRank score and how many brands its answers named.
Rank trend
Rank trends are drawn once two weekly editions under the same methodology exist. Only the first edition is in so far.
Named by surface
Each cell: of the surface's 7 answers, how many named the brand. Darker means named more often.
- Window
- Oct 18, 2026 ~ Nov 8, 2026
| Brand |  Google AI Overviews |  ChatGPT |  Claude |  Gemini | Google AI Mode |  Microsoft Copilot |
|---|---|---|---|---|---|---|
| 1Outlander | 0 | 3 | 3 | 3 | 2 | 3 |
| 2Pride and Prejudice | 0 | 2 | 3 | 2 | 1 | 1 |
| 3Emily Henry | 2 | 2 | 2 | 2 | 0 | 1 |
| 4Book Lovers | 1 | 2 | 1 | 3 | 0 | 1 |
| 5Lisa Kleypas | 2 | 1 | 1 | 1 | 0 | 1 |
| 6Red, White & Royal Blue | 1 | 2 | 1 | 3 | 0 | 1 |
| 7The Hating Game | 0 | 1 | 2 | 3 | 0 | 1 |
| 8The Hating Game by Sally Thorne | 1 | 1 | 1 | 1 | 1 | 1 |
| 9Bridgerton (TV series) | 0 | 2 | 1 | 1 | 1 | 1 |
| 10Nora Roberts | 1 | 1 | 1 | 1 | 0 | 1 |
| 11Devil in Winter | 0 | 1 | 1 | 2 | 0 | 1 |
| 12The Unhoneymooners | 1 | 1 | 1 | 1 | 1 | 1 |
| 13Jane Eyre | 0 | 1 | 1 | 1 | 1 | 1 |
| 14Abby Jimenez | 0 | 2 | 0 | 2 | 0 | 1 |
| 15The Kiss Quotient | 0 | 2 | 0 | 2 | 0 | 1 |
Named alongside
Brands named in the same answers in the last four weeks. Circle size: answers naming the brand. Line width: answers naming both.
- Answers naming the brand
- 2
- 6
- 17
- Answers naming both
- 1
- 11
- Answers naming the brand
- 2
- 6
- 17
- Answers naming both
- 1
- 11
| Brand | Answers naming the brand | Named alongside |
|---|---|---|
| Outlander | 17 | Pride and Prejudice (9), Jane Eyre (8), Devil in Winter (7) |
| Pride and Prejudice | 12 | Outlander (9), Jane Eyre (8), The Hating Game (8) |
| Emily Henry | 12 | Abby Jimenez (8), Lisa Kleypas (6), Ali Hazelwood (6) |
| Book Lovers | 14 | The Hating Game (11), The Kiss Quotient (8), Red, White & Royal Blue (8) |
| Lisa Kleypas | 8 | Emily Henry (6), Beverly Jenkins (5), Ali Hazelwood (5) |
| Red, White & Royal Blue | 13 | The Kiss Quotient (9), Book Lovers (8), Jane Eyre (7) |
| The Hating Game | 12 | Book Lovers (11), Pride and Prejudice (8), Red, White & Royal Blue (7) |
| The Hating Game by Sally Thorne | 6 | The Unhoneymooners (5), Beach Read by Emily Henry (3), Book Lovers by Emily Henry (3) |
| Bridgerton (TV series) | 6 | Outlander (6), Normal People (TV series) (5), The Brown Sisters trilogy (1) |
| Nora Roberts | 6 | Emily Henry (5), Lisa Kleypas (5), Beverly Jenkins (4) |
| Devil in Winter | 7 | Outlander (7), Pride and Prejudice (4), The Kiss Quotient (3) |
| The Unhoneymooners | 8 | The Hating Game by Sally Thorne (5), Book Lovers (3), Red, White & Royal Blue (3) |
| Jane Eyre | 8 | Outlander (8), Pride and Prejudice (8), Red, White & Royal Blue (7) |
| Abby Jimenez | 8 | Emily Henry (8), Ali Hazelwood (5), Helen Hoang (4) |
| The Kiss Quotient | 10 | Red, White & Royal Blue (9), Book Lovers (8), Get a Life, Chloe Brown (6) |
| Get a Life, Chloe Brown | 8 | Red, White & Royal Blue (7), The Kiss Quotient (6), Book Lovers (6) |
| Wallflowers series | 4 | Outlander (3), Devil in Winter (2), Beverly Jenkins (1) |
| Normal People (TV series) | 5 | Bridgerton (TV series) (5), Outlander (5), The Brown Sisters trilogy (1) |
| The Cruel Prince | 5 | Book Lovers (4), The Hating Game (4), Fourth Wing (3) |
| Ali Hazelwood | 6 | Emily Henry (6), Abby Jimenez (5), Lisa Kleypas (5) |
| Fourth Wing | 4 | Book Lovers (4), The Hating Game (4), The Cruel Prince (3) |
| Beverly Jenkins | 6 | Emily Henry (5), Lisa Kleypas (5), Nora Roberts (4) |
| The Brown Sisters trilogy | 2 | Bridgerton (TV series) (1), Emily Henry (1), Normal People (TV series) (1) |
| Beach Read by Emily Henry | 3 | The Hating Game by Sally Thorne (3), The Unhoneymooners (2), Red, White & Royal Blue (1) |
| Helen Hoang | 6 | Emily Henry (5), Abby Jimenez (4), Lisa Kleypas (3) |
| Talia Hibbert | 5 | Emily Henry (5), Abby Jimenez (4), Helen Hoang (3) |
| The Viscount Who Loved Me | 4 | Pride and Prejudice (3), The Cruel Prince (2), Book Lovers (2) |
| Boyfriend Material | 6 | The Kiss Quotient (5), Get a Life, Chloe Brown (5), Red, White & Royal Blue (5) |
| Book Lovers by Emily Henry | 3 | The Hating Game by Sally Thorne (3), The Unhoneymooners (2), Beach Read by Emily Henry (1) |
| Jane Austen | 4 | Nora Roberts (4), Beverly Jenkins (3), Emily Henry (3) |
Most cited sources
Sites cited by the answers to this category's questions and its subcategories'. Counts are citing answers. All of this week's questions. Earlier ranks appear once two weekly runs of the same methodology exist.
| Rank | Source | Citing answers |
|---|---|---|
| 1 | goodreads.com | 17 |
| 2 | reddit.com | 7 |
| 3 | penguinrandomhouse.com | 6 |
| 4 | shopping.google.com | 6 |
| 5 | shereadsromancebooks.com | 6 |
| 6 | ranker.com | 5 |
| 7 | bookshop.org | 4 |
| 8 | youtube.com | 4 |
| 9 | everyday-reading.com | 4 |
| 10 | facebook.com | 3 |
Sources and brands
Which cited sources appear in the answers that name each brand, counted in answers.
| Cited sources | Brand | Answers naming the brand |
|---|---|---|
| goodreads.com | Emily Henry | 6 |
| goodreads.com | Lisa Kleypas | 6 |
| goodreads.com | Red, White & Royal Blue | 5 |
| goodreads.com | The Hating Game by Sally Thorne | 4 |
| goodreads.com | Outlander | 4 |
| goodreads.com | Book Lovers | 4 |
| shereadsromancebooks.com | Pride and Prejudice | 3 |
| romancingthedata.com | Red, White & Royal Blue | 3 |
| romancingthedata.com | Outlander | 3 |
| romancingthedata.com | Pride and Prejudice | 3 |
| shereadsromancebooks.com | Outlander | 3 |
| penguinrandomhouse.com | Pride and Prejudice | 3 |
| reddit.com | Emily Henry | 3 |
| reddit.com | Lisa Kleypas | 3 |
| allaboutromance.com | Emily Henry | 3 |
| goodreads.com | The Hating Game | 3 |
| goodreads.com | Pride and Prejudice | 3 |
| penguinrandomhouse.com | Book Lovers | 2 |
| time.com | Outlander | 2 |
| allaboutromance.com | Lisa Kleypas | 2 |
| reedsy.com | Outlander | 2 |
| shereadsromancebooks.com | Book Lovers | 2 |
| penguinrandomhouse.com | Red, White & Royal Blue | 2 |
| reedsy.com | Red, White & Royal Blue | 2 |
| shereadsromancebooks.com | The Hating Game | 2 |
| penguinrandomhouse.com | Emily Henry | 2 |
| penguinrandomhouse.com | The Hating Game | 2 |
| reedsy.com | Pride and Prejudice | 2 |
| time.com | The Hating Game by Sally Thorne | 1 |
| allaboutromance.com | Book Lovers | 1 |
| allaboutromance.com | Red, White & Royal Blue | 1 |
| penguinrandomhouse.com | Lisa Kleypas | 1 |
| penguinrandomhouse.com | Outlander | 1 |
| penguinrandomhouse.com | The Hating Game by Sally Thorne | 1 |
| reddit.com | Book Lovers | 1 |
| reddit.com | Red, White & Royal Blue | 1 |
| reddit.com | Outlander | 1 |
| reddit.com | The Hating Game by Sally Thorne | 1 |
| reedsy.com | Emily Henry | 1 |
| reedsy.com | Lisa Kleypas | 1 |
| reedsy.com | Book Lovers | 1 |
| reedsy.com | The Hating Game | 1 |
| romancingthedata.com | Book Lovers | 1 |
| romancingthedata.com | The Hating Game | 1 |
| shereadsromancebooks.com | Red, White & Royal Blue | 1 |
| shereadsromancebooks.com | The Hating Game by Sally Thorne | 1 |
| time.com | Book Lovers | 1 |
| time.com | Red, White & Royal Blue | 1 |
| time.com | The Hating Game | 1 |
| time.com | Pride and Prejudice | 1 |
Citations by source type
How many citations in this edition point at each kind of source.
Other indexes in Books & Literature
The other indexes under the same parent, each with its top five brands.