Who publishes this journal
The journal is published by VIBSI, a dating and social discovery app. That commercial connection applies to every article, including guides to competing apps. VIBSI is excluded from our initial top-ten competitor comparison. Links to VIBSI are product promotion, clearly separated from the comparison.
Research and AI assistance
AI tools help discover questions, organise research, draft copy and create illustrations. Drafts require editorial source and image-rights checks before publication. An AI critique is a review aid, not proof that a claim is correct. We do not invent named experts, interviews, user stories or first-hand testing.
What our recommendations mean
Best-for labels are editorial judgements about the documented design and intended use of a service. They are not measured success rates, safety certifications or promises of finding a partner. When a guide is desk research, we say so. We do not use invented numerical scores or consumer-review ratings.
Sources, dates and corrections
Time-sensitive guides link to the sources used and show a review date. Product availability and prices can vary by location and account. We prioritise official documentation and flag conflicts or limitations. Dates change when content is substantively reviewed, not merely to look fresh. Send corrections to support@vibsi.app using the contact link in the footer, including the article address and the point to check.
Images and privacy
AI-generated artwork is labelled as illustration. It does not depict actual VIBSI members, verified venues or real app screenshots. We do not use private messages, call footage or member profiles as article material. Images from other sources require recorded permission or an appropriate licence.
Sponsorship
The initial journal articles contain no affiliate links or paid placements. Any future paid placement or affiliate relationship must be disclosed in the relevant article.
Advice with room for choice
Our advice is for adults 18 and over. Attraction and relationships require mutual interest. We avoid guaranteed outcomes, pressure tactics and claims that a person can be made to fall in love.