The Rivals
by Vi Keeland · Bloom Books · 2020
Engineers compulsion by routing every escalation of a multi-generational family feud back into the bedroom, weaponizing antagonistic banter as foreplay so that each argument doubles as a buildup beat. Alternating first-person past-tense narration keeps both combatants close, converting rivalry into a steadily ratcheting will-they-stop-fighting tension engine.
Engineered signals
Six estimated signals for how hard this title works the immersion engine, each scored on the same 0–100 scale so books compare directly. Directional, not exact — see the methodology below.
What this book is tagged
The full tag set, grouped by dimension. Heat & Kink and Content Warnings are the explicit signals — surfaced, not buried in a flat trope list.
Genre & Setting
Structure & POV
Relationship Tropes
Hero Archetypes
Heroine Archetypes
Heat & Kink
Content Warnings
Pairing & Orientation
Location
Estimated. These charts visualize the engineered signals — arc shape, trope weights, and the 0–100 profile are analytical estimates from automated text sampling, directional rather than exact.
Share of page-time spent on buildup and tension rather than payoff. High values mean the book sells the wait, not the moment.
How strongly the narration collapses the gap between reader and protagonist, peaking with first-person, reader-insert voice.
The "book boyfriend" pull: how hard the text works to form a one-sided attachment to a love interest.
Cliffhanger and serial-loop intensity — the compulsion to start the next chapter or installment.
How steeply intensity ramps across the arc. A steep slope is the tolerance signal: each payoff has to outdo the last.
Query the text itself
Beyond the scores: select a pre-determined query to read real keyword-in-context excerpts from the book’s text, located across its arc. Counts are first-pass lexical-pattern matches across the full text, refined as the analysis matures.
Excerpts are short keyword-in-context fragments from The Rivals by Vi Keeland (2020), quoted for research and commentary under fair use — a bounded window around each match, not continuous text.
Acts
Anatomy
Dynamics & Kink
Buildup
Mentions of Backside
134 matches · showing 6
| Ch. | Page | Matched fragment |
|---|---|---|
| 2 | 4 | … to need to call security if you don’t take your seat.” I looked down at Weston, and the asshole had the audacity to smile. “Get up.” I glared at him. “I at least want the window seat … |
| 2 | 4 | … attendant immediately started her pre-flight safety announcements, and the plane began to back away from the gate. My asshole seatmate leaned over to me. “You’re looking good, Feef. How long’s it been now?” I sighed. “Obviously not … |
| 3 | 10 | … overpriced suit. “Would you like me to fill you in on what you missed?” “Of course I would, asshole. Because it’s your fault I wasn’t here.” “No problem.” He folded his hands and looked at his nails. … |
| 4 | 17 | … too soon. They absolutely could get worse. And they did. When Weston Lockwood sidled up and planted his ass on the bar stool next to mine. “Well, hello, Fifi.” *** “So how have the last twelve years … |
| 4 | 17 | … injury that left you living in a fantasy world and unable to read emotions on other humans.” The asshole wouldn’t stop smiling. “Those who protest the hardest are usually trying to mask their true feelings.” I let … |
| 4 | 18 | … laptop, and planner while I hovered over a public toilet. So I reluctantly asked the pain in the ass to keep an eye on my stuff. “I’d love to keep an eye on your stuff.” I rolled … |
Where the content lands
Not just how much, but where. Each content category is mapped across the chapter arc — buildup spread thin, explicit acts concentrated at the payoff chapters.
Acts
Anatomy
Dynamics & Kink
Buildup
How explicit is this, really?
A single title means little in isolation. Set against the indexed catalog, the scale of this book's explicit content becomes legible.
More explicit than 88% of the indexed catalog · #17 of 180 · 2.5 scenes / 100 pp
How these metrics are derived
The book is a real published work; the signals below are produced by sampling its text and scoring each on a common 0–100 scale, so titles can be compared on the same axes.
Estimated. Every signal on this page is an analytical estimate from automated text sampling — directional, not an exact measurement — and the arc curves are illustrative shapes, not chapter-by-chapter readings.
- Anticipation Ratio
- Share of page-time spent on buildup and tension rather than payoff. High values mean the book sells the wait, not the moment.
- Explicit Density
- Explicit scenes per 100 pages — how concentrated the payoff is across the length of the book.
- POV Immersion
- How strongly the narration collapses the gap between reader and protagonist, peaking with first-person, reader-insert voice.
- Parasocial Index
- The "book boyfriend" pull: how hard the text works to form a one-sided attachment to a love interest.
- Serialization
- Cliffhanger and serial-loop intensity — the compulsion to start the next chapter or installment.
- Escalation Slope
- How steeply intensity ramps across the arc. A steep slope is the tolerance signal: each payoff has to outdo the last.