Turn member intent into a community people cannot replace with a feed.
Your members already know what they need: a collaborator, an expert, a nearby peer, a customer, a study group or one useful conversation. LMGram helps them express that intent and find the right people while giving community teams an aggregate map of what to activate next.
Make every community large enough to be useful and small enough to feel personal.
LMGram adds an intent layer to the channels you already use. Members say what they want to find in natural language. LMGram discovers relevant people and rooms without forcing the community into a new content feed.
Activate LMGram wherever your members already gather.
Monetize better outcomes, not member data.
Aggregate intelligence gives community teams a credible way to package premium membership, ecosystem partnerships and sponsored programming while members keep control of every individual connection.
Include curated introductions, intent rooms and recurring need briefs in paid tiers or professional membership packages.
Show ecosystem partners where aggregate demand exists and which educational session, office hour or resource could create value.
Offer clearly labeled expert rooms, clinics or AMAs aligned with member needs, without handing sponsors a member list.
Use aggregate matches, useful outcomes and resolved needs to demonstrate why the community deserves renewal or expansion.
Give your team material to activate members and prove community value.
LMGram turns aggregate activity into reusable communication for onboarding, re-engagement, sponsor conversations and membership growth.
One model, many kinds of belonging.
Community intelligence without community surveillance.
Partners see aggregate signals and outcomes, not private conversations or unrestricted member lists. Members decide whether to connect, join a room or share information.
- No access to private conversations.
- No sale of personal data.
- Small clusters are hidden or broadened.
- Representative needs are synthesized instead of copied from private text.
- Individual contact happens only through voluntary member action.
Give members a faster path to the right person.
Create a partner account and prepare your first managed community context.
Create partner account