AI app for product development · no coding needed
Affinity Match Introductions
Introductions based on what both members chose to share about their interests and writing, with a clear explanation of the match and nothing read without consent.
Made for: Matchmaking services and member communities that introduce people on shared interests rather than photos
What it does for you
The problem
Dating apps reduce people to photos and bios, missing the deeper signals of shared curiosity and tone.
What it gives you
A weekly introduction with a plain explanation of shared interests, and a member view of all material used
What you give it
Essaysreading listsplaylistsinterest answerslinks that members add on purpose
How it works, step by step
- Let members upload or link the essays, reading lists and playlists they want to share
- Summarise that material into topic and tone profiles
- Compare opted-in members weekly
- Explain each match in plain words
- Send an introduction only when both members accept
- Let members see, edit and delete everything used
What you see on screen
- Weekly introduction
- Shared-interest explanation
- My shared material
Build it yourself with your AI system
Build this app yourself, no coding needed
Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.
Sign in to see how to build it yourself
Build a quick version to try, or get the full app pack for Affinity Match Introductions with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.
4 Have it built for you days to a few weeks
Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Affinity Match Introductions with you.
What's in the app pack
Included in the Complete AI Training membership.
- The building instructions your AI follows, step by step
- The questions your AI will ask you about your business before it starts
- A clickable demo you can open in your browser, to see how it should work
- A detailed blueprint of the screens, the information it keeps and the checks it runs
Become a member to get the app packAlready a member? Sign in
The files, for the technically curious
- START-HERE.mdHow to build it with your own AI (read first)3 KB
- README.mdOverview and links1 KB
- questions.mdQuestions to answer before you build3 KB
- prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare24 KB
- prompt-vps.mdThe same build on your own server (Docker)24 KB
- spec.jsonData model, API, AI pipeline, acceptance criteria15 KB
- demo/index.htmlThe working demo on sample data193 KB
Questions
Do I need to know how to code?
No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.
What does it cost?
The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.
How long does it take?
The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.
Can I change it to fit my business?
Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.
More detailsHow the AI works, safeguards and what to build first
For matchmaking services, turn the essays, reading lists, playlists and interests that opted-in members choose to share into a weekly introduction to one other opted-in member, with a plain explanation of what they have in common. It gives members a quieter, higher-signal introduction than swiping.
Join and consent, choose what to share, build the interest profile, weekly comparison, matchmaker review, both members accept, introduction sent. Start with material members chose to share and finish with a weekly, explained introduction.
How the AI works
Language models summarise the material each member has explicitly shared (essays, reading lists, playlists, interest answers) into topic and tone profiles and compare opted-in members only. A matchmaker checks every introduction and its explanation before it is sent.
Safeguards
Both members must opt in before either is suggested to the other. Only material a member uploads or links on purpose is used; the product never scrapes social media or reads private messages. Members can remove any item or leave at any time, and their profile is deleted. It must not infer sensitive traits such as health, religion or sexuality, and it must not contact anyone who has not joined.
What to build first
One buyer: a matchmaking service or members' community. One use case: weekly introductions from shared reading and writing. First two modules: shared-material profiles and weekly matching. A matchmaker reviews every introduction.
What it can connect to
Member uploads and links (documents, reading lists, playlists), the service's member database and email for introductions. No social media scraping.
The screens in detail
The introduction shows one other member and the specific overlaps behind the match; members can see and edit exactly which of their own material is used.
