Why generic keyword alerts fail
Keyword alerts surface every mention of a topic, including memes, hiring posts, and off-topic threads. AI qualification compares post meaning to your positioning, not just words on the page.
That reduces false positives and helps reps spend time on posts where a helpful reply can start a sales conversation.
How company context improves scoring
CueHunt generates a structured summary from your website: offer, audience, outcomes, and language cues. That summary becomes the baseline for every score in a run.
When your positioning changes, update the property context once and future runs use the new model.
What reps see on each qualified lead
Qualified posts include a numeric score, extracted pain point, urgency signal, and a suggested reply angle. Reps can open the original thread, adapt the angle, and respond in minutes.
Export qualified leads to CSV when you want to push them into CRM workflows or shared outreach queues.
Where qualification fits in outbound
Group discovery finds communities. Monitoring keeps scans running. Qualification decides which conversations deserve human attention.
Teams that combine all three steps move from random scrolling to a repeatable Facebook outbound channel.