AI Classification
Automatically classify Slack messages as link exchange proposals using AI. Our agent detects intent, extracts entities, and scores each opportunity so you only see what matters.
Key Capabilities
Message Classification
Every Slack message is analyzed by our AI agent and classified: link exchange proposal, general discussion, spam, or other. No manual sorting needed.
Intent Detection
The AI understands the intent behind messages. It distinguishes between someone proposing an exchange, asking a question, or sharing a resource.
Entity Extraction
Domains, URLs, contact names, and exchange terms are extracted from messages automatically and attached to the corresponding exchange record.
Proposal Scoring
Each identified proposal is scored based on partner domain quality, relevance to your niche, and the specificity of the exchange terms.
How It Works
Messages flow in
New Slack messages from monitored channels are queued for classification as they arrive.
AI classifies each message
The Claude-powered agent reads the message, determines its type, and extracts structured data from proposals.
Results are stored and surfaced
Classified proposals appear in your dashboard with extracted details and quality scores, ready for review.
Let AI handle the sorting
Focus on closing deals, not reading every message. Linkorite's AI does the classification for you.