Conversation Flow Lab

SSR-style scoring for Chameleon main-site routing

This prototype is explicitly centered on www.chameleonpeptides.com. Paste a conversation and it scores the buyer state, then recommends the best on-site next step: trust page, explainer page, shop page, or a more specific product/category route.

Readiness Trust Clarity Urgency Resistance
Main site www.chameleonpeptides.com Commerce-first route to browse / product / trust
How it works
Text → semantic similarity → buyer-state score → recommended site path

When OPENAI_API_KEY is configured, the API uses embeddings and anchor statements. Without it, the tool falls back to heuristics so the UI still works in dev.

Best use
Paste the last 5–20 messages from a live prospect conversation

Especially useful for Chameleon sales DMs, trust objections, product-fit uncertainty, and “what page should I send next?” decisions.

Transcript input
What you get back
  • conversation stage label
  • primary conversion goal for this exact state
  • recommended Chameleon destination URL(s)
  • why those pages fit the current blocker
API route
POST /api/conversation/flow

JSON body: { transcript, mode }

Chameleon route map
Homepage → /
Shop → /shop/
How Peptides Work → /how-peptides-work/
Testing / COAs → /testing/
About Us → /about-us/
Contact Us → /contact-us/
Status
Waiting for transcript…

No analysis run yet.

This is an adaptation of the SSR concept from arXiv:2510.08338v1, repurposed for conversation-state scoring and Chameleon main-site routing rather than synthetic consumer purchase intent.