ICP scoring - how to rank prospects before you email them

Most outreach fails not because the emails are bad, but because the prospect list is wrong. When you email everyone equally, you spend as much time on poor-fit companies as on your best opportunities. The response rates average out to something discouraging, and the conclusion is usually "cold email doesn't work" rather than "we're emailing the wrong people."

ICP scoring is how you fix this before you write a word.

What an ICP actually is

ICP stands for Ideal Customer Profile - a description of the type of company most likely to buy from you, get real value from your product or service, stay as a customer, and refer you to others.

Most companies have a rough idea of their ICP. They know the industry, the size, the geography. What's rarer is a precise, scored definition that turns "we work with mid-market DTC beauty brands" into an operational system that scores every prospect from 0 to 50 before anyone spends time on them.

That's what a scoring framework gives you.

Building your scoring dimensions

The first step is identifying what separates your best customers from everyone else. What characteristics do your happiest, longest-tenure, highest-value clients share? What do your worst-fit clients have in common?

A useful scoring framework typically has five to seven dimensions, each worth a specific number of points. The total should sum to 50 (or 100 if you prefer, but 50 keeps the numbers manageable).

For a creative or content studio, dimensions might look like this:

• Brand size and revenue (10 points): Companies large enough to have a dedicated marketing budget but not so large they require enterprise procurement processes.
• Content activity (10 points): Active on social, producing regular content, clearly investing in brand building. Low-content-activity brands rarely prioritise what you're selling.
• Content gap (10 points): There's an obvious gap between where their content is and where it could be. If they're already producing exactly what you'd propose, the opportunity is smaller.
• Brand alignment (10 points): Their aesthetic, tone, and values overlap with the work you do best.
• Decision-maker accessibility (10 points): Can you identify and reach the person with authority to commission work? Direct-to-consumer brands with clear marketing leads score higher than companies with opaque procurement structures.

Scoring in practice

Each dimension gets scored 0-10 based on observable signals. You're not guessing - you're looking at specific evidence:

• Instagram and TikTok follower counts and posting frequency
• Website traffic estimates
• Press coverage and product launches in the last 12 months
• The quality and recency of their current video and CGI content
• Whether you can identify a named head of marketing or CMO

A company that scores 40 or above is a Primary prospect - a strong fit that warrants your best outreach. 25-39 is Secondary - worth pursuing but lower priority. 15-24 is Tertiary - include if you have capacity. Below 15, don't bother: the conversion rate won't justify the time.

Setting a pipeline threshold

The pipeline threshold is the minimum score a company needs to appear in your active outreach pipeline at all. Setting this at 15-20 removes the tail of poor-fit companies that drag down your average.

This feels counterintuitive at first - you're deliberately reducing your addressable market. In practice, it improves performance across the board. Higher-fit prospects respond at higher rates, convert at higher rates, and when they do become clients, are better clients. The volume lost at the bottom of the score range is more than made up for by better performance at the top.

Integrating scoring into outreach

Once you have a scoring system, it should inform how much effort you put into each prospect at every stage.

Primary prospects (40+) get your most specific outreach: detailed research, a bespoke email sequence, a concept deck developed specifically for their brand, and a follow-up call if they show engagement signals.

Secondary prospects (25-39) get thorough but lighter outreach: researched emails, standard follow-up sequence, no bespoke concept deck unless they show strong interest signals.

Tertiary prospects (15-24) might get a shorter sequence with less customisation, or they sit in a drip campaign rather than active outreach.

This tiering means your best work goes to your best opportunities, and you're not burning capacity writing highly personalised outreach for companies who are an outside chance at best.

Updating the framework

An ICP scoring framework isn't static. As you close deals and lose deals, you accumulate data on which prospect characteristics actually predict conversion. A dimension you thought was important might turn out to correlate weakly with who actually buys. Another signal you hadn't thought to measure might be highly predictive.

Revisit the weights every quarter based on win/loss data. The framework gets sharper over time, which means the pipeline gets better over time - fewer bad-fit companies burning your capacity, more good-fit companies getting the attention they deserve.