Relationship intelligence ยท How it works guide

How Happenstance Works

Happenstance finds a route to a person through the people you already know, but it stops at the intro. It drafts the request, and the mutual connection has to forward it. A search takes 30 to 60 seconds, and the common stalls are empty results from missing uploads and drafts that never leave the app. [1] [2] [3]

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Steps, who acts, and what happens if nobody does

3. Run a plain-English search

Who acts
You
The clock
30 to 60 seconds
If nobody acts
An empty list may mean no upload, not no match [1] [2]

6. Forward the request

Who acts
Mutual connection
The clock
Their schedule
If nobody acts
The person never receives it [2]
StepWho actsThe clockIf nobody acts
1. Connect Gmail, Calendar or ContactsYouSet up onceSearch covers fewer people[6]
2. Upload a LinkedIn data exportYouYour export from LinkedInLinkedIn contacts are missing from search[5]
3. Run a plain-English searchYou30 to 60 secondsAn empty list may mean no upload, not no match[1] [2]
4. Find more peopleYouSame search timingResults exclude people already shown[3]
5. Draft the intro requestHappenstance drafts; you read itChat turn 1 to 3 minutesThe draft stays in the app[2] [1]
6. Forward the requestMutual connectionTheir scheduleThe person never receives it[2]

The intro is decided by the step nobody at Happenstance controls

Happenstance does the search and the drafting. The intro happens only when the mutual connection forwards the request to the person you want. If that connection does nothing, the process ends there, however good the search was. [2]

That makes the mutual connection the step to plan for. Ask one contact at a time about one role or one person, and send them a block they can forward as it is. [12]

Ranking follows your history, so check the top names

Contacts are ordered by how often and how recently you emailed or met them. The company does not publish the formula, so the ranking tells you where your history is strongest, not who is the best fit. [4]

SignalWhat it does to rank
How often you emailed or met someoneRaises the rank
How recently you were in touchRaises the rank
Exact weightingNot published [4]

Job seekers: a search in under a minute, the intro depends on someone else

Start with a role and a target company. A search returns named people with mutual connections and a route to each, in about 30 to 60 seconds by the company's timing. Pick the two routes that look strongest, draft the request, and send it to the mutual connection. [1] [2] [8]

The stall comes next. The company's own timing does not include the mutual connection's reply, and that reply is the one that decides the outcome. Set your own date to follow up. [2]

Founders and recruiters: groups widen the search, and the defaults decide the exposure

A group pools its members' connections into one searchable network. Once you join, a search covers every connection in the group. Visibility is limited to you, accepted friends and the groups you join, and a public profile shows named connections by default. [7] [9]

The stall for a team is the same as for a job seeker: a search that returns a person still needs a contact in the group who will forward the request. Recruiters should plan for a sourcing step, then a second tool for the pipeline. [11]

Where people get stuck

The most common stall is an empty result. Connection-based search returns nothing if you have not uploaded connections, so check the upload before you decide the person is not there. The second is the Chat cap on the free plan, which the company does not state as a number, so you may hit it in the middle of a search. [2] [10]

If the person you need is in neither your sources nor the public web, Happenstance cannot route you to them.

Bibliography

Sources

  1. Happenstance developer quickstart (read November 2026) (official)
  2. Happenstance developer docs, introduction (read November 2026) (official)
  3. Happenstance developer docs, create-search (read November 2026) (official)
  4. Happenstance, AI people-search guide (updated August 2026) (official)
  5. Happenstance, LinkedIn page (read November 2026) (official)
  6. Happenstance, Gmail connection page (read November 2026) (official)
  7. Happenstance, recruiting use page (read November 2026) (official)
  8. Happenstance, job-seekers use page (read November 2026) (official)
  9. Happenstance, security page (read November 2026) (official)
  10. Happenstance, pricing page (read November 2026) (official)
  11. Happenstance, comparison with Juicebox (updated August and September 2026) (official)
  12. Happenstance, referral guide (updated August 2026) (official)