Mobile appDating & live streamingOriginal by Match Group
What sets OkCupid apart is that it builds matches on values and opinions more than on photos. Users answer many questions, from lifestyle to relationship goals, and state which answer they want from the other person and how important the question is to them. The match percentage calculated from these answers shows concretely why two people might get along, and it attracts people looking for long-term relationships.
To build something similar you need a large question pool and answer engine, an algorithm that calculates the match percentage using importance weights, detailed profile pages, and discovery and chat infrastructure. The product has to work comfortably on both the mobile app and the web. A content and moderation panel to manage question content and user answers, plus safety tools, also falls within the project scope.
How OkCupid works: the core user flow
How many apps and dashboards do you need?
Mobile app
Adult users answer questions, browse profiles by match percentage, like them and chat.
Web version
A fully functional web interface for people who want to edit long profile texts and question answers on a desktop and explore.
Content and moderation panel
The team manages the question pool, adds new questions, and reviews inappropriate profile text and reports.
Critical features of a product like OkCupid
Weighted match percentage
For each question the user's own answer, the acceptable answers and the importance level are stored, and a mutual weighted match score is calculated between two users.
Large question pool
A question set divided into categories is presented to the user in a prioritised order; new questions can be added from the panel and tested.
Detailed profile and tags
Free-text sections, relationship type, and identity and preference tags appear on the profile; the user chooses what to show.
Discovery by compatibility
The discovery screen is ranked by match percentage, distance and activity; the user can filter for people who agree on a specific question.
Shared answer comparison
Two profiles show which questions they answered the same way or differently, which gives a ready-made topic for the first message.
Inclusive identity options
Flexible options are offered for gender and orientation; this data is stored encrypted as sensitive data and its visibility is left to the user.
What goes into the first version, what comes later
First version (MVP)
- Age-checked sign-up and detailed profile creation
- Question pool, answers and importance selection
- Match percentage calculation and a discovery list
- Likes, matching and real-time chat
- Content, reporting and moderation panel
Later releases
- A fully functional web version
- Question-based filtering and shared answer comparison
- A subscription with seeing who liked you and boosts
- AI moderation of profile text
Modules and how the budget is calculated
The budget is calculated with 360 SOFT’s pricing model from the modules below, about 30 screens and the project’s complexity: roughly 169 person-days for the full scope and 119 person-days for the first version. Every module you drop lowers the budget directly.
| Module | Phase |
|---|---|
| Sign-up, login, social login | First version |
| User profile and settings | First version |
| Admin dashboard | First version |
| Subscriptions and recurring billing | First version |
| Online payments (Stripe / PSP) | First version |
| Real-time messaging | First version |
| Push notifications | First version |
| Email / SMS notifications | First version |
| Advanced search and filters | First version |
| Maps, location, routing | First version |
| File, photo, video upload | First version |
| Content management / blog | First version |
| GDPR and security hardening | First version |
| Reporting and analytics | Later release |
Hosting, SMS, map APIs, app store accounts and payment-provider fees are separate items. Maintenance and improvements (optional): €550 / month. We send a fixed written price within 24 hours after a free discovery call.
The hard parts
Scaling the match calculation
Calculating a score across hundreds of questions for every pair of users is expensive; precomputed vectors and a caching strategy are needed.
Sensitive opinion data
Answers on political, religious and sexual topics can count as special-category data under the GDPR; explicit consent, encryption and visibility controls are mandatory.
Moderation, age and store rules
Long free-text fields can contain insults and scams; age verification, reporting, blocking and account deletion are store requirements in the dating category.
Business model
A freemium subscription is the main source of revenue: free users can answer questions and chat, while subscribers see who liked them, use the app ad-free, and get access to advanced filters and read receipts. Packs that boost a profile for a set time are offered as extra purchases. Measured advertising can also be added to the model to support the free user base.
Get a free quote for your project
Let us scope it together and send a fixed written quote within 24 hours. NDA on request; you own the source code.
Choosing a company to build an app like OkCupid
Most people searching “build an app like okcupid” are really looking for a reliable app development company. When comparing quotes, check four things:
- Can you try similar products they have shipped, in the stores or live?
- Are the source code, design files, servers and store accounts transferred to you by contract?
- Do they show a working demo every two weeks, with written scope and acceptance criteria?
- Are maintenance, scaling and GDPR/security costs written into the quote?
Copyright and trademarks
A business model and features are generally not protected on their own, but the OkCupid name, logo, interface design, content and source code are. That is why we build a product with similar functionality but your own brand, design and code. This is not legal advice; we recommend a trademark search before launch.
Frequently asked questions
How long does it take to build an app like OkCupid?
A first version made up of profiles, a question-and-answer engine, match percentage and chat can be ready within a few months. The web version, advanced filters and subscription tiers are added in stages.
How is the question pool prepared?
At the start, a set of a few hundred questions divided into categories and culturally localised is enough. Which questions really affect matching is measured with data, and the pool improves over time.
Could there be copyright or trademark problems?
The idea of question-based compatibility scoring and the general features are free to use. The name, logo, interface design, content including question texts, and code cannot be copied; this is not legal advice.
What should I look for when choosing a company to build an app like OkCupid?
Choose a team experienced in data modelling and scalable computation that can build web and mobile together. Ask about their approach to sensitive data security as well.
