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Milvao
Feature

Automatic member matching that asks one member at a time

Milvao ranks members who offer the service in that city by fit, track record and fairness, asks the top one, and moves on after a decline or 48 hours.

How it works

Short answer: Automatic member matching is Milvao's default. Once a member confirms their request, Milvao finds everyone who offers that service in that city and has turned on requests, ranks them by fit, track record and fairness, and asks the top member. If they decline or don't reply within 48 hours, it asks the next one. At most three members are asked per request.

Key takeaways

  • Matching is automatic unless the owner switches the community to Approve each match.
  • Only members who opted in, offer the service, cover the city and had fewer than 2 requests in 7 days can be asked.
  • Seven weighted parts make up the ranking: service fit, city fit, accepts requests, replies quickly, introductions completed, Did you connect? answers and fairness.
  • Every suggestion and offer shows its reasons on the request page.
  • Unclear requests, no match, or three members without a yes go to your team.

How automatic member matching works

Matching starts only after the member who asked has confirmed the brief Milvao wrote from their message, and has chosen whether their number may be shared for this request. From there, Milvao works through the steps below without anyone on your team having to act.

  1. 1Milvao lists every member who can be asked about this request (the rules are in the next section).
  2. 2It scores each of them with the same weighted parts, every time, so the order is fixed and explainable.
  3. 3It sends the brief to the top member, with Accept and Decline buttons. The brief never includes who asked or their exact words.
  4. 4The member has 48 hours to answer. A decline or no reply moves Milvao to the next member on the list.
  5. 5When a member accepts, Milvao checks both consents again and sends each person the other's contact privately.
  6. 6If three members have been asked without a yes, or nobody fits, the request goes to your team with the reason.

Who can be asked

Milvao never asks a member who hasn't agreed to receive requests. A member is only considered when all of these are true:

  • Their profile is complete and they turned on introduction requests.
  • They haven't paused requests or sent STOP.
  • They offer the service the request needs.
  • They are based in, or serve, the city the request needs, when it needs one.
  • They aren't the person asking, and haven't already been asked about this request.
  • They've had fewer than 2 requests in the last 7 days.

How Milvao ranks members

Everyone who can be asked gets a score from the same parts. New members aren't penalised for having no history: until they've answered a few requests or been rated, their track record counts as your community's typical member. One decline or one didn't connect doesn't sink anyone.

The ranking parts and their weights
PartWeightWhat counts
Service fit25%Offers the service. Members who list fewer services rank a little higher
City fit25%Based in the city ranks above serving it
Accepts requests12%Share of past requests they accepted
Replies quickly8%Their typical time to answer
Introductions completed8%Accepted requests where both contacts went through
Did you connect?7%What people introduced to them answered afterwards: it helped, connected, or didn't connect
Fairness15%Members asked less in the last 7 days come first
Profile answersSmall bonusAn answer to a question marked for matching whose option appears in the brief, such as Industry: Services
A request page: the confirmed brief, the members who were asked with their match reasons and answers, and the timeline of every step
Each member asked, with the reasons they ranked where they did (sample data)

The profile-answer bonus only breaks close calls and never outweighs a better service or city fit. Profile answers are never sent to the AI model. The request page shows the reasons behind each suggestion and offer, for example Based in Mohali, Accepted 4 of 5 offers, Industry: Services or Not asked this week.

When a request comes to your team

Automatic doesn't mean unattended. Milvao hands a request to your operators, under Requests, Needs you, when the brief is still unclear after one question, when no member fits, when three members were asked and none accepted, or when a contact message couldn't be delivered. The person who asked gets a short update that an organiser is taking it from there.

Operators can step in at any time: turn off automatic matching for one request, choose a member themselves from the suggestions, or close the request with a reason. The Help Center article on reviewing requests shows each action, and email or WhatsApp notifications tell your team when something is waiting.

Automatic member matching or approve each match

The owner chooses the mode in Settings and can change it at any time. Privacy rules and limits are the same in both.

Automatic (default)Approve each match
Who picks the memberMilvao, from the rankingAn operator, from up to five suggestions
Your time per requestNone, unless it needs youA minute to review and pick
After a decline or no replyMilvao asks the next best matchComes back to you
SuitsBusy communities that want fast answersSmall, high-trust networks where the team knows everyone
FAQ

Questions about automatic member matching

No. AI is used only to turn a member's message into a short brief. Choosing who to ask uses Milvao's own ranking rules, with the same parts and weights for every request, and the reasons are shown to your team.

No. Fairness is 15% of the score, so members asked less recently come first, and nobody gets more than 2 requests in any 7 days.

Yes. Open the request and choose the member yourself when no offer is waiting for a reply. The offer is marked as chosen by you rather than matched by Milvao.

Not yet. Today matching runs across your whole community. Limiting a request to one group or chapter is planned for a later release.
30-day pilot

Make your first introductions this month

We connect your business number, set up join links for two or three of your groups and help your first members get introduced.

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