AI Lead Scoring and Qualification
Surface uses AI to automatically score and qualify every lead based on firmographic data, form responses, and engagement signals. This helps your sales team focus on high-intent prospects.
How AI scoring works
Surface analyzes multiple signals to calculate a lead score:
Company fit — Industry, size, revenue, and tech stack match your ICP
Intent signals — Pages viewed, time on site, content downloaded
Form behavior — Completion rate, response quality, question-skipping patterns
Enrichment data — Job title seniority, company growth rate, funding status
Each lead receives a score from 0-100 and a tier: Hot, Warm, or Cold.
Configure scoring criteria
Go to Settings > Lead Scoring
Define your ideal customer profile attributes
Adjust signal weights based on what matters most to your business
Set score thresholds for Hot (80+), Warm (50-79), and Cold (<50)
Start with Surface's default scoring model and refine based on which leads actually convert to customers.
Qualification rules
Go beyond scoring with qualification rules that automatically categorize leads:
Auto-qualify by company size. Flag enterprise prospects (500+ employees) for immediate sales outreach.
Require specific answers. Only qualify leads who select "Ready to buy now" on timeline questions.
Disqualify spam. Automatically reject leads with personal emails, disposable domains, or obvious fake names.
Geographic filtering. Route or reject leads based on country or region.
Set up auto-routing
Connect scoring to your lead distribution:
Navigate to Workflows > Routing Rules
Create rules based on lead score tiers
Assign Hot leads directly to sales reps
Send Warm leads to nurture sequences
Filter Cold leads to a separate list for re-engagement
Test routing rules with a small sample before enabling them for all leads to avoid misrouting high-value prospects.
Use scores in your CRM
Surface syncs lead scores to HubSpot and Salesforce automatically:
HubSpot — Score appears in the "Surface Score" contact property
Salesforce — Score syncs to a custom field on the Lead or Contact object
Use these scores to build segments, trigger workflows, or prioritize outreach in your sales tools.
Monitor scoring accuracy
Check the Lead Quality Dashboard to see:
Distribution of Hot, Warm, and Cold leads over time
Conversion rates by score tier
Which scoring signals best predict closed-won deals
Adjust your ICP criteria and signal weights quarterly based on actual conversion data.
Teams using AI lead scoring report 50%+ time savings on manual qualification and higher sales connect rates.