There is a specific kind of publication that exists to service the phenomenon it covers — to produce content that is indistinguishable from the promotional material of the industry it nominally investigates. Dating coverage, specifically, has been largely this kind of publication. Review roundups that are affiliate-linked. “Expert” columns written by people whose credentials are proximity to the platform’s PR department. Studies that are press releases in academic formatting, distributed by the applications themselves.
SwipeLife exists because that landscape is not the only option. The behavioral science of how people form intimate relationships — the attachment literature, the conditioning literature, the fraud architecture literature — is rich, peer-reviewed, and largely ignored by publications that are financially dependent on the goodwill of the industry. The investigation available if you start from the primary literature rather than the platform’s media kit is substantially different from what most dating coverage produces.
This publication starts from the primary literature.
Three commitments
One: source anchoring.
Every empirical claim in SwipeLife traces to a primary source. Not “studies show” — which study, which authors, which year, which journal. Not “experts agree” — which experts, in which venue, in response to which question. The full citation appears in the References
This is not an unusual standard in scientific journalism. It is unusual in dating coverage. That gap is the reason it needs to be stated as a commitment rather than assumed.
Two: clinical accuracy without clinical framing.
SwipeLife uses clinical terminology correctly or not at all. Gaslighting has an operational definition in Sweet (2019, American Sociological Review) and in Stark’s (2007) coercive control framework. Love bombing has a documented taxonomy in Strutzenberg et al. (Discovery, 2017). Anxious attachment and avoidant attachment are dimensions on the Experiences in Close Relationships scale (Brennan, Clark, and Shaver, 1998) — not personality types, not character assessments, but measured regulatory strategies.
This publication uses these terms with their operational definitions. It does not diagnose individuals. It does not tell readers whether they have avoidant attachment, whether their partner is a narcissist, or whether their experience constitutes clinical trauma. Those are questions for licensed clinicians, and the distinction between clinical assessment and journalistic pattern analysis is not negotiable.
The clinical accuracy commitment means something specific in both directions: we will not use clinical terminology loosely, and we will not issue clinical verdicts. Both failures damage the reader — one by cheapening language that is doing important descriptive work, the other by practicing medicine without a license.
Three: independence.
SwipeLife has no revenue from the industry it covers. No advertising from dating applications. No sponsored content from platforms. No affiliate marketing for premium subscription services. No equity in any technology company operating in this space.
The independence commitment is a structural feature of the publication’s revenue model. It is not a statement of editorial virtue. Virtue, in the absence of structure, is insufficient. Publications that accept advertising from the industry they cover are in a conflict-of-interest relationship regardless of the quality of their intentions. The only reliable protection against that conflict is not accepting the revenue in the first place.
What we are not
SwipeLife is not a therapy resource. The clinical frameworks we use — attachment theory, the DSM-5-TR personality disorder literature, the behavioral conditioning literature — are analytical tools, not therapeutic ones. If you are looking for support in navigating a difficult relationship, the appropriate resource is a licensed clinician, not a publication.
SwipeLife is not a platform review service. We do not assess whether Hinge’s algorithm is superior to Bumble’s. We do not report on feature updates or redesigns unless those features have documented behavioral effects that appear in the peer-reviewed literature.
SwipeLife is not an advocacy publication. We are not trying to convince anyone to leave a relationship, stop using dating applications, or adopt a particular philosophy of intimacy. We describe patterns. The reader’s response to those descriptions is their own.
Who we are for
Readers who are willing to engage with primary literature. Readers who find the standard therapy-blog register — validating, advisory, implicitly assuming an emotional state — less useful than a clinical-accuracy register. Readers who want to understand the behavioral architecture of what they are experiencing without being told what to do about it. Readers who can handle the difference between “this is what the literature shows” and “here is what it means for you.”
The publication does not talk down to its readers. It does not over-explain. It does not summarize at the end what it just said at the beginning. The reader is assumed to be intelligent and capable of sitting with ambiguity.
On this being a manifesto
Manifesto is a grandiose word for what is, at base, a description of operating principles. These are not aspirations — they are current practices. Every dispatch published by SwipeLife operates under these commitments now. The document exists because operating principles, when unstated, become invisible both to readers and to the publication itself. Stating them creates accountability.
If we fail them, the correction notices will say so.