Where it breaks today
6,500+ members need quality connections at scale. Manual matchmaking can't deliver the consistency members expect. Members aren't connecting. Value drops.
The fix
We match members intelligently and handle introductions automatically.
What we build
An agent is a stack.
Intelligent matching
Elasticsearch-based weighted scoring considers tools, industry, role, and timezone for optimal pairing.
- Weighted scoring algorithm
- Tools/industry/role/timezone matching
- 90-day no-rematch rule
- 3-program rotation
Automated introductions
Email introductions sent with deliverability optimization. Engagement metrics tracked.
- Email introduction automation
- ≥95% delivery rate target
- ≥25% open rate target
- Google Sheets engagement logging
How it works
Match. Introduce. Track.
Load member data
Integrate with HubSpot and Tally forms for member profiles.
AI matches monthly
Weighted scoring pairs members intelligently.
Introductions sent
Email intros with deliverability optimization. Engagement tracked.
What it delivers
Outcomes, in weeks.
Before → After
Matchmaking: Manual or inconsistent
95%+ monthly match coverage
Before → After
Introductions: Manual
Automated with tracking
Before → After
Member satisfaction: Unknown
85%+ positive feedback
No lock-in
Built in your stack.
Live in 3 months MVP. You own the system — sovereign, no vendor lock-in.
- CRM Integration (HubSpot, Salesforce, Pipedrive, or your system)
- Forms (Tally, Typeform, or your platform)
- Email Integration (Gmail, Outlook, or any SMTP)
- Spreadsheet/Database (Google Sheets, Airtable, or your tool)
- Runtime & Orchestration (Trinity by Ability AI)
Questions
Questions about community matchmaking
How does weighted scoring work?
You define matching criteria (goals, experience, location, interests). AI applies weighted scores to pair members intelligently. No random matching - every pair is intentional.
What's the engagement rate?
Typical communities see 25-35% open rates and 15-20% reply rates. Much higher than manual introductions because matching quality is better.
What results should community managers expect?
Community managers typically save 10-15 hours/week on manual matchmaking. For 6,500+ members, that's $25K-$40K/year in capacity. Plus higher engagement drives 20-30% better retention.
How long does implementation take?
3 months to MVP. Month 1: HubSpot integration and matching algorithm design. Month 2: Email workflow and tracking setup. Month 3: Testing and optimization.
Do we own the system?
Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever - no vendor lock-in.
Proof
95% match coverage. 6,500 members connected.
MarketingOps.com needed a scalable way to connect their community. We built the Monthly Matchup engine - connecting 6,500+ marketing ops professionals with 95% match coverage and 85% positive feedback.