Cold Email Software That Scores Every Lead Against Your ICP Before Sending
Mailly is the ICP targeting cold email software that evaluates prospect fit before a single message goes out. AI scores every lead across five dimensions, routes them automatically, and ensures you only contact people who are actually worth contacting.
Why Most Cold Email Lists Are 60% Wrong
The average cold outreach list contains a huge number of contacts who were never a fit: wrong company size, wrong growth stage, no urgency, no budget signal. Without ICP fit scoring, teams email the wrong people and then wonder why nobody replies.
of outreach goes to poor-fit leads
Without a tool that filters leads by ideal customer profile, most teams blast their full list indiscriminately and burn reputation on contacts that were never likely to convert.
of send volume is avoidable waste
Every bad-fit email costs deliverability capital. That puts your domain at risk and hides the replies that could have come from genuinely qualified prospects.
The fix is not sending more emails. The fix is sending to the right ones.
How ICP Fit Scoring Works in Mailly
Every imported or enriched contact goes through a five-dimension evaluation. The result is a single score from 0 to 100 that decides what happens next — automatically.
Growth Stage Alignment
94/100Matches the company's current growth phase against your target stage — seed, Series A, growth, or enterprise.
Urgency & Intent Signals
88/100Evaluates buying intent signals like funding, hiring surges, leadership changes, competitor churn, and adoption events.
Offer Alignment
85/100Scores how closely the prospect’s role, pain points, and priorities align with your specific offer.
Company Size Fit
90/100Validates headcount, revenue range, and team structure against your defined ICP thresholds.
Technology Stack Compatibility
79/100Checks stack compatibility against tools your solution integrates with, replaces, or complements.
What Happens to Each Score
Mailly does not just score leads. It routes them automatically into the right track based on their fit result.
Active Sequence
Top-scoring contacts enter your primary outreach sequence immediately. These are the leads most likely to respond, convert, and justify full send volume.
Nurture Track
Mid-range leads enter a lighter nurture flow with fewer touches and lower frequency. If intent spikes later, Mailly can automatically upgrade them.
Flagged & Suppressed
Low-scoring leads are blocked before sending. That protects your domain, your team’s time, and your sequencing logic from dead-end contacts.
The Signals Mailly Evaluates
Mailly continuously monitors the signals that actually matter for qualification. Signal freshness is part of the scoring engine, not an afterthought.
Funding & Growth Events
Recent funding rounds, acquisitions, and expansion moves are strong indicators that a company is investing in new tooling.
Technology Stack Data
Real-time stack profiles reveal integration opportunities, replacement signals, and fit with your existing offer logic.
Hiring Velocity
Rapid hiring in target departments often signals growth, budget, and active initiative investment.
Department Headcount
Specific team size validates whether the account has the operational scale your solution actually serves.
Engagement History
Prior opens, clicks, visits, or tracked engagement increase score because they suggest awareness and relevance.
Firmographic Alignment
Industry, geography, and business model are validated against your ICP so whole wrong-fit sectors get filtered out early.
Leadership Changes
New CROs, VPs, and functional heads are often some of the highest-converting outbound trigger events.
Third-Party Intent Data
External behavior signals help identify accounts actively researching your category or competitors right now.
All eight signal categories feed into one unified ICP score. That is what makes Mailly a qualification engine, not just a scheduler.
Before vs After ICP Scoring
When teams switch from untargeted outreach to lead qualification before sending, the downstream metrics change fast — reply rate, pipeline quality, and deliverability included.
Better targeting fixes more than reply rate
Once bad-fit leads stop entering your sequence, everything downstream improves: send efficiency, list quality, qualification rate, and domain health.
Common Questions About ICP Scoring
Everything you need to know about how Mailly works as ICP targeting cold email software, from scoring logic to routing and implementation.
What is ICP fit scoring in cold email software?
How does Mailly score leads against my ICP?
What happens to leads that score low on ICP fit?
Can Mailly detect buying intent signals for cold email?
How does ICP scoring improve cold email reply rates?
Is Mailly suitable for account-based outreach?
What signals does Mailly use to evaluate lead fit?
How is Mailly different from standard cold email tools?
Stop sending blind. Start scoring every lead.
Mailly eliminates wasted sends, improves reply rates, and builds pipeline from the leads that were actually worth contacting in the first place.
Mailly is an AI cold email software platform designed to help teams run more relevant outbound campaigns.