SocialHub.AIFlash

Omnichannel · Member-get-Member

Members recruit members — growth that doesn't cost ad spend.

Your best customers already vouch for you. Flash turns that into a measurable channel: invites with anti-abuse quotas, points credited only when a referral actually converts, and a real network graph of who brought whom.

Referral network · daily snapshot
Converted referral Invite pending

The problem

Acquisition keeps getting more expensive. Advocacy is sitting unused.

Paid acquisition only climbs

Every new customer costs more than the last, while the members who already love you go untapped as a channel.

Vanity counters mislead

"Invites sent" looks like growth, but a sent invite is not a customer. Reward on sends and you pay for noise.

No view of who drives whom

Without a real network of converted referrals, you can't see — or double down on — the members actually recruiting others.

How it works

Invite, convert, credit — then it becomes a real edge in your graph.

Flash credits a referral only when the invite reaches status = converted. That same rule is the single source of truth for the network graph — so what you reward and what you see always agree.

01InviteA member sends a referral invite — capped by per-batch, per-day, and lifetime quotas.
02ConvertThe invited person joins and qualifies. The invite flips to status = converted.
03CreditBoth sides earn points through the same ledger as every other earn — idempotent, not double-counted.
04GraphOnly converted referrals become an edge in your relationship graph.

Two-way, on one ledger

Referrer and referee both earn through the same idempotent points ledger as purchases — no parallel, leaky bonus path.

Anti-abuse by quota

Per-batch, per-day, and lifetime invite limits, plus an expiry cron that reclaims invites that never convert.

Converted-only edges

The graph is built from converted referrals alone — pending and expired invites never inflate your network.

The relationship graph

See your advocacy as a network — not a leaderboard.

Flash pre-computes a daily snapshot of your referral network and lays it out with a zero-dependency, deterministic force-directed algorithm. Reads are O(1) against the snapshot, so the graph never blocks the page or re-decrypts hundreds of member records on every view.

  • Hubs surface your strongest advocates at a glance.
  • Canvas animation: hover highlights a member's neighborhood; click jumps to their profile.
  • Respects reduced-motion, and gracefully down-samples very large networks.
Force-directed layoutPre-computed · O(1) read

Green hubs = high-degree advocates · navy nodes = members they recruited

Why it's different

A referral counter is not a referral program.

Lightweight referral widgets reward the click and call it growth. Flash rewards the conversion and shows you the network — so your referral budget buys customers, not invites.

Typical approach

Vanity referral counters

Credit on "invite sent" or "link clicked" — easy to game, hard to trust.

Flash, by design

Credit only on status = converted, through the same idempotent ledger as every other earn.

Typical approach

Standalone referral widgets

Bolt onto one storefront, blind to who your real advocates are.

Flash, by design

A daily relationship graph of converted referrals across your whole member base.

Typical approach

Unbounded invite spam

No guardrails, so a few accounts flood and farm rewards.

Flash, by design

Per-batch / per-day / lifetime quotas plus an expiry cron, by design.

Where it fits the loop

Referrals feed the same verified member graph everything else runs on.

A converted referral isn't a one-off bonus — it's a new owned, verified member and a new edge your retention loop can act on. Flash keeps the mechanics honest so the data downstream stays clean.

Verified relationships

Edges come only from conversions, so segments and insights built on the graph rest on real connections.

One member object

A referred member lands in the same unified record as store, Shopify, and receipt members — not a side list.

Automation-ready

Conversions flow into the same event-driven journeys as every other earn, ready to trigger the next best action.

What changes for the business

A growth channel powered by the customers you already have — measured by conversions, not clicks.

Converted-only

points credited when a referral truly joins, not when an invite is sent

Network view

a daily relationship graph of who recruits whom

Abuse-bounded

per-batch, per-day & lifetime quotas with expiry reclaim

Turn your best members into your growth channel.

See the invite-to-conversion flow and the live relationship graph on a walkthrough of your own loyalty program.