Lily Sales Demo 
How Lily Match actually works.
Match isn't a sorted list. It's a model that ranks fit across eight identity-aware dimensions, plus modality, availability, and economic accessibility — refreshed every time anyone changes anything.
From intake to first session — in four steps.
Tell Lily about you
A 5-minute intake captures identity, modality preferences, language, faith, schedule windows, and insurance. No essay required.
The model scores
Lily scores every verified clinician across eight dimensions for you. Identity-aware, not a keyword sort.
Swipe or browse
Three curated matches surface first. Browse the full directory if you want — all 4 sources, filtered to fit you.
Book instantly
See real availability. Book a 15-min intro or jump straight to a full session. Telehealth or in-person — your call.
Identity-aware doesn't mean identity-only.
The model weighs modality fit, availability, and access alongside identity — because the relationship is the medicine, but you still need an appointment that fits in your week.
- Race, ethnicity, immigration story
- Gender identity, sexual orientation
- Faith & spirituality
- Neurodivergence & disability
- Language fluency
- Therapeutic modality (CBT, EMDR, IFS, somatic, more)
- Real-time availability
- Insurance, sliding scale, fee transparency
Care that fits, <em>found</em>.
Free intake. Three matches. Re-match anytime.