Define the boundary
Choose the routine questions the assistant may handle and the conversations that always return to a person.
Use case Available
A creator brand deal inbox assistant should surface the opportunity, not negotiate it
Loresta identifies likely commercial inquiries across supported inboxes and returns them to the creator or manager without an automatic response.
Brand inquiries often arrive in casual language
A legitimate opportunity may begin with a short question such as whether the creator is open to a partnership. Keyword-only filters can miss that phrasing or confuse it with a casual fan message.
Loresta uses message intent and thread context to classify the conversation conservatively. When commercial intent is likely, the safe action is a visible handoff rather than a generated sales response.
- Varied-language detection
- Thread context
- Conservative confidence
- Owner-review state
Do not let an assistant invent availability or pricing
Creator rates, usage rights, exclusivity, deliverables, and timelines change. A generic knowledge base can become outdated quickly, and an incorrect reply may damage both trust and negotiating position.
Loresta treats pricing, terms, payments, and commitments as owner-only topics. It preserves the inquiry so the creator or authorized manager can respond with current information.
- No rate quotes
- No commitment
- No contract interpretation
- Current human response
Use analytics to understand opportunity flow
The inbox should show how many conversations required an owner, which platforms produced qualified interest, and whether routine automation is freeing attention for higher-value work.
Those metrics describe operational flow rather than claiming a brand deal was won. Revenue attribution requires evidence beyond a social message and should not be fabricated by the assistant.
- Handoff volume
- Provider breakdown
- Qualified interest
- No invented revenue attribution
A controlled rollout
Use the smallest safe workflow first, then widen it only after real conversation review.
Add the creator context
Approve the voice, facts, destination, and optional media that can support a useful reply.
Connect carefully
Authorize the supported inbox with official access and begin in draft-first mode.
Review and improve
Inspect replies, handoffs, usage, and repeated intent before widening any automation rule.
Launch checklist
Every connection and automatic reply should remain authorized, observable, and reversible.
- Official account authorization
- Inbound-only messaging
- Creator-approved facts
- Editable voice profile
- Conversation context
- Low-confidence handoff
- Personal and business inquiry handoff
- Visible usage and pause controls
Frequently asked questions
Direct answers about capability, rollout status, and creator control.
Can Loresta identify brand deal DMs?
It can classify likely collaboration and business intent and surface the conversation for owner review.
Will Loresta reply with my rates?
No. Rates, terms, payment, usage rights, and commitments are treated as human-only topics.
Does it guarantee every opportunity is detected?
No classifier is perfect. Loresta uses conservative rules and a visible inbox so creators can review conversations and refine their setup.
Can a manager answer instead of the creator?
Authorized workspace roles can support creator operations, subject to the workspace permissions and product rollout.
Build the creator inbox around useful replies
Loresta keeps voice, facts, media, policies, and human handoffs visible before automation expands.