- DOI
- 10.5281/zenodo.20229750
- DOI URL
- 10.5281/zenodo.20229750
Dyadic Compatibility in Non-Monogamy: Why Global Popularity Cannot Predict Couple-Level Agreement
Want the practical version? This report does the evidence work on couple-level fit. If you want the version built for an actual partner conversation, read Partner Compatibility in Non-Monogamy: it turns the stats into better questions than "are we into non-monogamy?"
Abstract
BeMoreKinky is a couples-focused application for learning about kink, BDSM, consent, and sexual communication This report synthesizes anonymized BeMoreKinky non-monogamy data to examine how partner pairs align, hesitate, or conflict around exhibitionism, voyeurism, cuckolding, hotwifing, group play, and partner-sharing scripts. It relies on existing dyadic relationship, activity preference, and engagement-surface analyses.
The central finding is that non-monogamy compatibility is activity-specific and dyad-specific. Globally popular activities are not necessarily safe recommendations, and niche activities can be mutual green lights. Private, couple-contained exhibitionism, such as sexy photos, private videos, watched masturbation, and car sex, produced the highest mutual-yes rates. Hard conflicts clustered around public exposure, humiliation or comparison scripts, and third-party escalation. Cuckolding phrase items produced high exact-match rates largely because many couples jointly rejected particular humiliation/comparison language. Quiz and personality-profile co-participation showed that shared participation does not imply identical erotic identity; quick quizzes produced the same result in only 13.6% of both-took rows, while personality profiles showed median absolute profile-score gaps of 1.55.
These findings support a model of non-monogamy as relational governance rather than a single appetite. For researchers, the data argue for dyadic and activity-level models. For clinicians and sex educators, mutual no, maybe, silence, and conflict are as meaningful as mutual desire. For couples, compatibility is found by naming scenes, boundaries, audience conditions, emotional meanings, and repair practices.
Data Basis and Scope
This paper synthesizes prior analyses of an anonymized BeMoreKinky non-monogamy dataset.
The dyadic analysis covers active relationships, jointly rated activity rows, compatibility scorecards, linked proposals, relationship-by-quiz rows, and termination-by-engagement summaries. Denominators differ because each surface captures a different behavioral event:
| Dataset surface | Analytic grain | Reported analytic sample |
|---|---|---|
| Active relationship inventory | Active relationship | 16,468 active relationships |
| Activity concordance | Couple x activity rows where both partners rated the same activity | 940 activity rows; 60-190 jointly rating couples per activity |
| Relationship scorecards | Relationship with overlapping non-monogamy ratings | 3,285 relationships |
| Proposal linkage | Unique non-monogamy proposals resolved to relationship | 1,349 unique proposals; 592 linked relationships |
| Relationship x quiz | Relationship quiz engagement | 16,610 rows across 3,987 quiz-engaged relationships |
All findings are descriptive. BeMoreKinky users are self-selected, not a population sample. Non-monogamy content is heavily premium-gated, so engagement partly reflects access, payment, tenure, curiosity, and disclosure willingness. Demographic fields are sparse, couple configuration is mostly unknown, and termination is confounded by relationship age, seriousness, premium access, selection into sensitive content, and pre-existing strain.
Literature Review
Research on consensual non-monogamy (CNM) supports treating non-monogamy as a heterogeneous relational arrangement rather than as a global risk factor or a single erotic appetite. Reviews of CNM research argue that assumptions of monogamous superiority are weakly supported and often reflect mononormative stigma more than observed relational functioning (Conley et al., 2013; Conley et al., 2017; Rodrigues, 2024). Prevalence evidence also shows that CNM experience is not a rare subcultural anomaly: more than one in five single U.S. adults in two national samples reported lifetime CNM experience (Haupert et al., 2017). At the same time, the literature cautions that "CNM" is too broad unless agreement type and relationship structure are specified; in a sexually diverse Canadian sample, monogamous, open, and polyamorous participants reported similarly high relationship quality and equity (Séguin et al., 2017). The dyadic relationship literature similarly warns against reducing compatibility to individual preference levels or exact partner matching. Desire discrepancy predicts satisfaction in gendered and relationship-specific ways, making the couple interaction pattern the relevant unit of analysis (Mark & Murray, 2012), while response-surface work finds that couples who match in sexual desire are not uniquely more satisfied once absolute desire levels are considered (Kim et al., 2021). These findings align with the present paper's core premise: dyadic compatibility cannot be inferred from population popularity, individual endorsement, or same-result quiz matching.
The applied literature further suggests that non-monogamy compatibility is produced through disclosure, communication, consent, jealousy regulation, and activity-specific meaning. Sexual self-disclosure is associated with satisfaction through partner understanding and more rewarding sexual scripts (MacNeil & Byers, 2009), and meta-analytic evidence links higher-quality sexual communication to both sexual and relationship satisfaction (Mallory, 2022). Kink and consent frameworks add that consent is ongoing and interactional, not merely a binary accept/decline moment (Beres, 2014), and that caring, communication, consent, and caution are practical dimensions of negotiated high-intensity play (Williams et al., 2014). CNM-specific studies show why this matters: jealousy is boundary-contingent and increases around violations of mutually agreed limits (Mogilski et al., 2019), compersion has multiple separable emotional dimensions (Flicker et al., 2021), and openly negotiated non-monogamy is associated with safer sexual-health practices than covert infidelity (Conley et al., 2012). Swinging research likewise describes the move from fantasy to action as rule-mediated and communication-heavy (Kimberly & Hans, 2017). Finally, adjacent evidence on sexting and cuckolding supports the paper's activity-level distinctions: partner-directed sexting is governed by trust, managed visibility, attachment, intensity, and ambivalence rather than being uniformly helpful or harmful (McDaniel & Drouin, 2015; Macdowall et al., 2022; Galovan et al., 2018), while cuckolding fantasy research shows that humiliation, BDSM, voyeurism, and enactment are separable components rather than one uniform script (Lehmiller et al., 2018).
Core Question
The question is not simply which non-monogamy activities are popular. The dyadic question is where connected partners converge, jointly reject an activity, remain uncertain, or meet a hard boundary.
Non-monogamy is an umbrella term. In this dataset it includes private digital exhibitionism, car sex, public exposure, watching and being watched, swinging, FFM/MMF group play, fantasy-only cuckolding, hotwife dynamics, partner-sharing, humiliation phrases, jealousy/comparison language, and aftercare/reclamation scripts. These are not psychologically interchangeable. A couple may align around private visual exchange, conflict around public exposure, share partner-sharing fantasy, and jointly reject humiliation language. Global popularity rankings cannot see that structure.
Individual Popularity Is Useful, But Insufficient
The individual activity-preference analysis shows a clear hierarchy. Exhibitionism is the strongest stable subcategory by response volume, user coverage, and yes-or-maybe rate. Group Play has a lower yes rate but substantial maybe interest. Cuckolding and Cuckolding phrases are more rejection-heavy, especially phrase content.
| Subcategory | Responses | Users | Yes % | Maybe % | No % | Yes-or-maybe % |
|---|---|---|---|---|---|---|
| Exhibitionism | 104,601 | 4,004 | 54.0 | 18.1 | 27.9 | 72.1 |
| Group Play | 41,704 | 5,070 | 37.0 | 23.2 | 39.7 | 60.3 |
| Cuckolding | 117,080 | 2,520 | 30.6 | 15.0 | 54.3 | 45.7 |
| Cuckolding phrases | 60,651 | 2,372 | 24.5 | 8.9 | 66.6 | 33.4 |
| Voyeurism or Exhibitionism | 615 | 24 | 77.2 | 13.0 | 9.8 | 90.2 |
At the item level, the highest yes-rate activities cluster in private, low-logistics exhibitionism: sexy photos, watched masturbation, private videos, and remote-controlled vibrators. The lowest yes-rate items are dominated by harsh cuckolding phrases built around comparison, humiliation, or inadequacy.
This hierarchy matters, but it cannot answer the compatibility question. A popular item can be a hard no inside a relationship, while a polarizing item can be a shared fantasy for a dyad with the right trust, language, and emotional container. Popularity is background, not a compatibility proxy.
Dyadic Engagement Is Often Asymmetric
In the active relationship inventory, non-monogamy engagement is unevenly distributed between partners. Activity-rating participation was lower than quiz participation, and unilateral engagement was common.
| Engagement measure | n | % of active relationships |
|---|---|---|
| Partner 1 rated a non-monogamy activity | 2,396 | 14.5 |
| Partner 2 rated a non-monogamy activity | 1,975 | 12.0 |
| Partner 1 took a non-monogamy quiz | 3,501 | 21.3 |
| Partner 2 took a non-monogamy quiz | 3,644 | 22.1 |
| Either partner engaged with any non-monogamy surface | 6,012 | 36.5 |
The surface-level relationship summary makes the asymmetry clearer:
| Surface | Mutual | Unilateral | Neither |
|---|---|---|---|
| Activity ratings | 1,525 (9.3%) | 1,321 (8.0%) | 13,622 (82.7%) |
| Non-monogamy quizzes | 2,996 (18.2%) | 1,153 (7.0%) | 12,319 (74.8%) |
| Any non-monogamy surface | 4,360 (26.5%) | 1,652 (10.0%) | 10,456 (63.5%) |
One partner's exploration is not automatically a couple-level project. It may be private curiosity, fantasy rehearsal, preparation for conversation, one-sided desire, or an early signal of a topic not yet dyadic. Conversely, mutual engagement does not mean agreement. Participation must be decomposed into mutual yes, mutual no, maybe, exact match, and hard conflict.
Premium access is a major structural confound. Both-premium relationships show much higher non-monogamy engagement than neither-premium relationships, but relevant content is heavily premium-gated. The finding should be read as access and selection, not evidence that premium status causes non-monogamy interest.
Activity Concordance: Four Different Kinds of "Agreement"
The dyadic activity analysis summarizes rows where both partners rated the same activity. Exhibitionism has the highest mutual-yes rate, while Cuckolding phrases have the highest mutual-no and exact-match rates.
| Subcategory | Activities | Couple-activity observations | Mutual yes % | Hard conflict % | Exact match % | Both no % | Both maybe % |
|---|---|---|---|---|---|---|---|
| Cuckolding | 240 | 4,896 | 16.6 | 14.6 | 62.0 | 42.4 | 3.0 |
| Cuckolding phrases | 180 | 3,960 | 6.2 | 9.7 | 75.7 | 67.2 | 2.3 |
| Exhibitionism | 248 | 10,925 | 31.2 | 14.8 | 57.8 | 21.3 | 5.3 |
| Group Play | 54 | 2,464 | 20.0 | 15.4 | 56.7 | 29.2 | 7.5 |
At least four dyadic outcomes hide inside the word "agreement":
| Outcome | Meaning |
|---|---|
| Mutual yes | Both partners actively green-light the activity |
| Mutual no | Both partners reject the activity, which can stabilize and clarify boundaries |
| Both maybe | Both partners leave the door open, often implying context, trust, pacing, or logistics |
| Exact match | Both partners choose the same response, whether yes, maybe, or no |
The key interpretive move is to stop treating agreement as positive desire. Mutual rejection can be a healthy compatibility result. Cuckolding phrases have the highest exact-match rate, but that match is mostly mutual no: many couples align around rejecting humiliation or comparison scripts.
The Highest Mutual Green Lights Are Private and Couple-Contained
The top mutual-yes activities are mostly private, reversible, and couple-contained.
| Rank | Activity | Role | n couples | Both yes | Mutual yes % | Conflict % |
|---|---|---|---|---|---|---|
| 1 | Receive a sexy photo from your partner | sub | 152 | 132 | 86.8 | 5.3 |
| 2 | Share a sexy photo with your partner | sub | 190 | 155 | 81.6 | 5.3 |
| 3 | Masturbate while your partner watches | sub | 114 | 87 | 76.3 | 5.3 |
| 4 | Watch a private video from your partner | sub | 152 | 116 | 76.3 | 10.5 |
| 5 | Have car sex | sub | 185 | 135 | 73.0 | 2.7 |
| 6 | Share a sexy photo with your partner | dom | 99 | 72 | 72.7 | 15.2 |
| 7 | Receive a sexy photo from your partner | dom | 132 | 92 | 69.7 | 12.1 |
| 8 | Tell your partner to masturbate while you watch | dom | 170 | 115 | 67.6 | 11.8 |
| 9 | Have car sex | dom | 99 | 66 | 66.7 | 3.0 |
| 10 | Send a private video to your partner | sub | 190 | 125 | 65.8 | 15.8 |
The pattern is not "couples agree when activities are vanilla." These activities can still be erotic, risky, intimate, or kinky. The highest dyadic agreement appears where the activity protects the primary relationship container: the partner is the audience, the exchange remains private, the activity can be stopped, and no third party must be negotiated in real time.
A couple saying yes to sexy photos or watched masturbation is not necessarily moving toward public sex, swinging, or cuckolding. Those activities add governance problems: audience consent, privacy exposure, safer sex, jealousy, comparison, aftercare, and asymmetry of desire.
The Highest Hard Conflicts Involve Public Exposure, Humiliation, or Third-Party Escalation
Hard conflict is where one partner gives a strong green light and the other gives a strong stop signal. The top hard-conflict list differs sharply from the top mutual-yes list.
| Rank | Activity | Subcategory | Role | n couples | Mutual yes % | Hard conflict % |
|---|---|---|---|---|---|---|
| 1 | Tell your partner to wear a transparent dress with nothing underneath | Exhibitionism | dom | 102 | 5.9 | 44.1 |
| 2 | Hear: Keep your eyes on me while he takes me. | Cuckolding phrases | sub | 84 | 14.3 | 33.3 |
| 3 | Be the voice in an audio-only erotic track | Exhibitionism | sub | 185 | 5.4 | 32.4 |
| 4 | Facilitate partner sharing (temporary, supervised) | Group Play | dom | 87 | 13.8 | 31.0 |
| 5 | Hear: Sit in the chair and watch me | Cuckolding phrases | sub | 105 | 19.0 | 28.6 |
| 6 | Hear: You like watching him touch me, don't you? | Cuckolding phrases | sub | 63 | 14.3 | 28.6 |
| 7 | Watch from the doorway | Cuckolding | sub | 144 | 11.1 | 27.8 |
| 8 | Three-person experience (FFM) | Group Play | dom | 145 | 34.5 | 27.6 |
| 9 | Wear a remote-controlled vibrator in public | Exhibitionism | sub | 114 | 36.8 | 26.3 |
| 10 | Your partner orgasming during the encounter. | Cuckolding | sub | 180 | 30.6 | 25.0 |
These activities are not one type of risk. The transparent-dress item concerns public exposure and body visibility. The cuckolding phrases involve comparison, command, and emotional framing. Partner sharing and FFM/MMF scenarios introduce third-party logistics and sexual-health governance. Doorway watching and orgasm-during-encounter items activate proximity, attention, and primary-bond meaning.
The commonality is that the activity changes more than the sexual act: who sees, who knows, who has agency, who is compared, who is included, and what the event means afterward. Conflict often emerges from context and interpretation, not from the activity label alone.
Mutual No Is a Compatibility Outcome
The dataset's most useful conceptual contribution may be the status of mutual no. Cuckolding phrases show only 6.2% mutual yes, but 75.7% exact match and 67.2% both no. Several humiliation/comparison phrase items have mutual-no rates above 85%.
For couples, mutual no can be protective: "This is not our language." For clinicians, it can indicate shared values and safety. For product design, it should not be hidden as a failed recommendation. In kink, where activity lists can imply escalation, mutual rejection is meaningful boundary data.
Relationship-Level Scorecards Show Heterogeneity
The relationship-level scorecards include 3,285 high-information relationships where both partners rated overlapping non-monogamy activities. These selected relationships should not be treated as the average BeMoreKinky couple. Within this subset, the median relationship had 165 overlapping ratings, 24 green lights, and 15 conflicts.
| Metric | Mean | Median | 25th pct. | 75th pct. |
|---|---|---|---|---|
| Non-monogamy activities both rated | 171.3 | 165.0 | 96.0 | 380.0 |
| Green-light count | 48.0 | 24.0 | 12.5 | 55.5 |
| Conflict count | 39.5 | 15.0 | 5.0 | 46.0 |
| Net green-minus-conflict rate | 0.396 | 0.195 | -0.055 | 0.666 |
The most frequent relationship-level green lights and conflicts overlap. Green lights are led by photos, private videos, car sex, erotic voice notes, watched masturbation, reclamation sex, and FFM. Conflicts include transparent dress, FFM, MMF, anonymous content sharing, erotic voice tracks and notes, private videos, doorway watching, swingers-club open-area sex, and public vibrator use.
"Send a private video" can be a green light for many relationships and a conflict in others. "Three-person experience (FFM)" can be a shared opportunity in one dyad and a hard boundary in another. Aggregate frequency cannot classify these activities as simply good or bad candidates.
The data argue for a dyadic scorecard with at least five fields:
| Field | Why it matters |
|---|---|
| Mutual green lights | Activities that can be discussed as plausible shared opportunities |
| Mutual no items | Boundaries that both partners share |
| Maybe/maybe items | Negotiation zones that may need context, pacing, and education |
| Hard conflicts | Activities requiring care, not persuasion |
| Asymmetric unknowns | Activities one partner explored but the other has not answered |
This scorecard avoids the false binary of "compatible or incompatible." A couple can be compatible in private exhibitionism, cautious around group play, and conflict-heavy around humiliation language. That is not contradiction; it is a map.
Quiz Co-Participation: Shared Exploration Is Not Same-Result Matching
Non-monogamy quiz participation is more common than activity-rating overlap. The relationship-by-quiz analysis includes 16,610 rows across 3,987 quiz-engaged relationships. Quick-quiz co-participation exceeds personality-test co-participation.
| Quiz | Type | Relationship-quiz rows | Both took % | Same result % among both-took | Median Likert gap |
|---|---|---|---|---|---|
| Your kink aesthetic | quick | 3,585 | 49.9 | 18.7 | n/a |
| Your kink profile | quick | 1,434 | 49.2 | 16.2 | n/a |
| Your ideal kink event | quick | 1,840 | 49.1 | 14.6 | n/a |
| Your ideal kink frequency | quick | 1,620 | 46.3 | 22.0 | n/a |
| Fantasy & Role-Play Creator | quick | 846 | 42.9 | 16.5 | n/a |
| What's your swinging style? | quick | 1,092 | 42.9 | 17.1 | n/a |
| Your attitude on cuckolding | quick | 1,205 | 40.7 | 25.5 | n/a |
| Group Sex & Swinging Profile | personality | 159 | 28.3 | n/a | 1.24 |
| Breeding Kink Profile | personality | 550 | 26.4 | n/a | 1.05 |
| Exhibitionism / Voyeurism Profile | personality | 368 | 25.0 | n/a | 1.40 |
| Hotwife Profile | personality | 515 | 24.3 | n/a | 0.93 |
| Trigger & Trauma Kink Profile | personality | 183 | 23.0 | n/a | 1.72 |
| ENM Readiness Profile | personality | 168 | 21.4 | n/a | 2.50 |
| Cuckolding Profile | personality | 430 | 19.8 | n/a | 1.86 |
Across quick quizzes, 5,220 both-took rows produced 708 same-result rows, or 13.6%. This does not mean most couples are incompatible. Quick quizzes have multiple named outcomes, and exact label matching is strict; they are conversation prompts, not compatibility certificates.
The personality-profile gaps are more directly dyadic. Across personality tests, both partners took the test in 528 relationship-quiz rows. The median absolute profile-score gap is 1.55, the mean gap is 1.41, the 75th percentile is 2.56, and 70 rows (13.3%) have a gap of at least 5.0 points on the profile score scale. The largest median gaps appear for the Cuckolding Profile and ENM Readiness Profile, though those cells are small.
Couples often use the same quiz surface while arriving with different erotic meanings, governance capacities, and comfort levels. A result mismatch invites comparison:
| Quiz or profile mismatch | Better conversation question |
|---|---|
| Different quick-quiz results | What part of each result feels true, and what part does not? |
| High Cuckolding Profile gap | Is the gap about desire, humiliation language, presence/proximity, jealousy, or aftercare? |
| High ENM Readiness gap | Is the gap about sexual health, privacy, time, self-soothing, agreements, or outside support? |
| Exhibitionism/Voyeurism gap | Is the gap about being watched, watching, partner involvement, audience consent, or digital visibility? |
| Group Sex/Swinging gap | Is the gap about sex acts, safer sex, leaving together, partner check-ins, or post-event detail? |
Personality Profiles Show That Governance Is Part of Desire
The Likert profile narratives help interpret the dyadic findings. Across relevant profiles, the strongest endorsements are often not "more openness" or "more intensity," but container-building statements: trust, check-ins, sexual-health disclosure, boundary structure, privacy, aftercare, primary-bond reassurance, and repair.
Examples from the analyzed profile narratives include:
| Profile | Strongly endorsed governance pattern |
|---|---|
| ENM Readiness | Regular check-ins, sexual-health responsibility, confidentiality, privacy preferences, and repair |
| Group Sex & Swinging | Leaving together, testing discussions, aftercare, partner check-in cues, and naming what felt off |
| Hotwife Profile | Outside partners who accept boundaries, equal enthusiasm, transparency, reassurance, and primary-partner knowledge |
| Cuckolding Profile | Primary-bond security, stop signals, reconnection, partner desire, and naming adjustments for next time |
| Exhibitionism / Voyeurism Profile | Shared partner interest, direct partner involvement, appropriate audience consent, and managed visibility |
This helps explain why the highest mutual-yes activities are private and couple-contained. The audience is known, the partner remains central, privacy can be managed, and the activity can be discussed afterward without outside partners. Public or third-party activities require governance that couples may not have, want, or agree about.
Non-monogamy and exhibitionism can be real desires without abandoning structure. In this dataset, structure appears to make desire more livable.
Proposals: When Preference Becomes Partner-Facing Action
Proposal data show what happens when non-monogamy content moves from private preference into partner-facing action. The analyzed reports contain daily-play and relationship-resolved proposal surfaces, with denominators varying by linkage and deduplication. Accepted proposals are common, direct declines are rare, and expiration or proposal decay is a major non-acceptance mode.
For sensitive activities, non-response should not be collapsed into lack of interest. It may reflect avoidance, uncertainty, poor timing, discomfort with saying no, need for context, or a preference to talk elsewhere. This is especially important for cuckolding, hotwife, group-play, and public-exposure activities, where accept/decline interactions may not capture the real questions.
The proposal content mirrors the dyadic compatibility pattern. Exhibitionism dominates proposals: 62.0% of proposals contain Exhibitionism, compared with 26.9% containing Cuckolding, 14.0% Group Play, and 12.9% Cuckolding phrases.
Among activities proposed at least 15 times, private or couple-contained activities are stronger action candidates. "Tell your partner to masturbate while you watch" is the most reliable positive signal; "Play with another couple" and "Approve oral sex with the other person" also show high acceptance but smaller denominators. By contrast, "Do cuckolding play only as a fantasy" is heavily proposed but often decays rather than producing a direct decline. The fantasy may be interesting, but its framing may be too ambiguous, emotionally loaded, or hard to answer inside accept/decline.
A partner may avoid a cuckolding fantasy proposal because they do not know whether "fantasy only" means dirty talk, porn, AI scene generation, staged role-play, later outside partners, humiliation language, or a test of relationship security. Sensitive proposals need context.
Termination Association: Important, Confounded, Secondary
The dyadic analysis reports a large association between the export's non-monogamy-engaged flag and relationship termination. This association is secondary, confounded, and not evidence that non-monogamy exploration causes termination. Plausible explanations include premium access, relationship age, seriousness, pre-existing strain, selection into sensitive content, willingness to disclose difficult preferences, and use of non-monogamy features by partners already negotiating stressors.
The research implication is not causal blame. Non-monogamy engagement may mark higher-stakes negotiation, calling for better temporal modeling rather than moral panic.
A Dyadic Model of Non-Monogamy Compatibility
The findings support five claims:
- Compatibility is specific, not global. It lives at the activity-plus-context level.
- Mutual no is a positive boundary signal. It can mean shared ethics, erotic taste, or emotional safety.
- Maybe is a negotiation state. Maybe-heavy activities often require conditions around location, partners, visibility, safer sex, aftercare, privacy, stop signals, and afterward.
- Hard conflict is about meaning, not just acts. Conflict-heavy items alter audience, agency, comparison, third-party presence, publicness, or emotional interpretation, so they call for care rather than persuasion.
- Engagement surfaces represent stages. Activity ratings disclose preference; quizzes organize language; profiles surface governance capacities; reflective surfaces support meaning-making; proposals test action; scorecards reveal dyadic alignment.
Implications for Researchers
Future research should model activity-level differences among exhibitionism, group play, cuckolding, hotwife dynamics, voyeurism, and humiliation/comparison scripts instead of treating non-monogamy as one latent category. Dyadic data should separate mutual yes, mutual no, both maybe, asymmetric responses, and hard conflict. Individual popularity should be modeled separately from dyadic compatibility because the same activity can be popular and conflict-heavy. Proposal non-response deserves analysis as a signal of ambiguity, avoidance, or insufficient scaffolding. Termination models need temporal controls for relationship tenure, premium status, mutual versus unilateral engagement, proposal timing, baseline app engagement, and event history.
Implications for Psychologists, Coaches, and Sex Educators
The data support a practical assessment frame:
| Clinical question | Why it matters |
|---|---|
| Which specific activity are we discussing? | The category label is too broad |
| Who is present, watching, or aware? | Audience changes the meaning of the act |
| Is this private, public, digital, or third-party? | Privacy and exposure are major compatibility dimensions |
| Is the desired tone erotic, playful, humiliating, proud, tender, or competitive? | Many conflicts are tone conflicts |
| What would count as a stop signal? | High-intensity dynamics need clear exits |
| What happens afterward? | Reconnection and aftercare are core governance signals |
| What does each partner want to remain primary, private, or protected? | Primary-bond legibility is central in cuckolding, hotwife, and group-play profiles |
The useful clinical move is to normalize granularity. Rejection of public exposure does not rule out private exhibitionism; dislike of humiliation phrases does not rule out arousal at partner desirability; maybe to group play may mean safer-sex uncertainty; proposal expiration may mean the format is wrong.
Implications for Kinky Couples
The dataset suggests a practical compatibility exercise:
- List mutual green lights, but do not treat them as obligations.
- List mutual no items and respect them as shared boundaries.
- Put maybe/maybe items into a "conditions needed" list.
- Put hard conflicts into a "do not push" list.
- For any third-party or public activity, discuss audience, privacy, safer sex, emotional tone, stop signals, and aftercare before discussing logistics.
- For cuckolding or hotwife interests, separate desire for partner desirability from desire for humiliation, absence, comparison, or romantic openness.
- For exhibitionism and voyeurism, separate private partner-witnessed play from public or online visibility.
Compatibility does not require matching on everything; it requires knowing where partners meet, where they do not, and how to discuss the difference.
Product Implications for BeMoreKinky
The analyzed data point toward several product opportunities:
| Product opportunity | Rationale from data |
|---|---|
| Dyadic compatibility scorecards | Activity-specific concordance matters more than global popularity |
| Mutual-no preservation | Mutual rejection is useful boundary data |
| Hard-conflict handling | Conflict-heavy items need care, not repeated recommendation |
| Maybe-to-conditions prompts | Group play and public/third-party activities often require context |
| Proposal clarification templates | Expiration may reflect ambiguity rather than rejection |
| Quiz comparison views | Same-result matching is rare; structured comparison is more useful |
| Governance prompts for high-stakes activities | Personality profiles emphasize consent, check-ins, sexual health, privacy, and reconnection |
A system built from global yes rates alone would over-recommend broadly acceptable items and under-explain highly desired niche items. A better system would distinguish "widely easy," "niche but salient," "mutual no," "maybe with conditions," and "hard conflict."
Limitations
The dataset is app-based and self-selected; non-monogamy content is heavily premium-gated; demographic and couple-configuration fields are incomplete. Activity ratings, quizzes, proposals, AI generation, articles, and journals are different engagement surfaces and cannot be collapsed into one desire measure. Proposal counts are modest and direct declines are rare.
Conclusion
BeMoreKinky's analyzed non-monogamy data fit the strongest through-line in the CNM and dyadic sexuality literature: relationship outcomes are shaped by agreements, disclosure, and context, not by the abstract label "non-monogamy" (Conley et al., 2017; Rodrigues, 2024). The dataset's top mutual green lights were private, partner-contained exhibitionism items, but sexting research cautions that erotic media exchange is not automatically beneficial; its meaning depends on attachment, commitment, intensity, and relationship context (McDaniel & Drouin, 2015; Galovan et al., 2018). Likewise, the high exact-match rate for cuckolding phrases was mostly mutual no, which is consistent with evidence that cuckolding fantasies contain separable elements of voyeurism, humiliation, BDSM, attachment, and enactment rather than one fixed script (Lehmiller et al., 2018).
The practical conclusion is that compatibility should be modeled as dyad x activity x context. Sexual self-disclosure and communication research explains why shared quiz participation is insufficient: preference only becomes actionable when partners understand one another's meanings, limits, and desired scripts (MacNeil & Byers, 2009; Mallory, 2022). Jealousy, compersion, safer sex, and swinging studies explain why group play sits in a maybe-heavy zone: third-party eroticism requires negotiated boundaries, sexual-health agreements, rule systems, and repair practices (Mogilski et al., 2019; Flicker et al., 2021; Kimberly & Hans, 2017). Mutual no, maybe, silence, and hard conflict are therefore not failed desire signals. They are the data of consent work. The question is not whether a couple is "into non-monogamy," but which scene, with which audience, tone, boundaries, stop signals, and aftercare.
The practical companion to this report: Stop Asking "Are We Into Non-Monogamy?"