Free ICP Fit Scorer: Score and Tier Your Accounts

What is ICP scoring?

ICP scoring is the practice of rating an account against your ideal customer profile (ICP) and turning that rating into a number. An ICP is a written description of the company type that buys from you, gets value quickly and stays. The score shows how closely a real account matches that description.

Most teams carry an ICP in someone's head, and nobody applies it the same way twice. One rep chases every school, another chases only large schools, and a third chases whoever replied last. An account scoring model fixes this by asking the same questions of every account.

The ICP Fit Scorer on this page uses seven criteria: industry match, company size, geography, buyer role reached, trigger event present, tool or process fit, and budget signal. Each has a weight. You rate each one from 0 to 5, and the tool gives you a score out of 100.

One distinction is worth defining once. An ICP fit score measures how well the company matches your profile. A lead score usually measures behaviour, such as opening emails or visiting a pricing page. Fit says whether the account is worth chasing, and behaviour says whether it is ready now. For the behaviour side, use the Lead Scoring Calculator. If you have not written your profile yet, start with the ICP Builder.

Why does account prioritisation matter for Indian sales teams?

Account prioritisation matters because Indian sales teams rarely run short of names. They run short of hours. A telecaller with 60 accounts and a field rep with a city beat both have to decide who gets today's call, and a bad decision costs a week.

Lists grow fast and unevenly. A founder pulls a portal database, an agency delivers a spreadsheet of 5,000 contacts, a trade fair adds 300 visiting cards, and Meta lead ads add more every morning. Everything lands in one pile and gets worked in the order it arrived.

Three local factors make this harder.

• Many decision makers. In a school, the principal, trustee and admissions head all matter. In a factory, the owner, purchase manager and plant head each hold part of the decision.
• WhatsApp first conversations. A prospect may reply within minutes and then go quiet, so the window to pick the right accounts is short.
• Thin teams. Many SMB teams have two to five sellers, so wasted calls are a large share of capacity.

Here is the cost, using an illustrative assumption. Say a rep makes 40 meaningful calls a day and half the list is poor fit. Twenty calls a day go to accounts that were never going to buy. Over 22 working days that is 440 calls, close to three weeks of effort for one rep. Use your own numbers.

Scoring also protects you from the loudest lead. A small, poor fit account that replies fast can eat a rep's day while a strong fit account sits untouched because it has not replied yet. And it helps you decide what to stop. A Tier C account is a decision to nurture cheaply or drop, so human time goes where fit is high.

How to use the ICP Fit Scorer

Score one account at a time. It takes about two minutes per account once your weights are set.

1. Set your weights. The seven weights load as 25, 20, 10, 15, 15, 10 and 5, adding up to 100. Edit them to match what predicts a win in your business.
2. Name the account. The company name makes the copied CSV row identifiable later.
3. Rate each criterion from 0 to 5. Use 0 for no match, 3 for a partial match and 5 for a clear match. Rate the facts you have today.
4. Be honest about gaps. If you do not know the buyer role or the trigger event, rate it low. An unknown is not a hidden strength.
5. Read the score, tier and weakest criterion. The tool shows the tier letter and the criterion that costs you the most points.
6. Follow the next action. A gets a call now, B gets a touch this week and C goes to nurture or drop.
7. Copy the CSV row. Paste it into your sheet or CRM so the score travels with the account.

Treat the tier as a queue, not a verdict. Tier A accounts go to the front of today's calling list. Tier B accounts get a planned touch within the week. Then look at the weakest criterion and ask whether one more piece of research can fix it. A missing trigger event can often be found in 10 minutes on LinkedIn or in the news. For the outreach itself, try the LinkedIn Outreach Message Generator.

How is the ICP fit score calculated?

The ICP fit score is a weighted average of your ratings, scaled to 100. Each criterion contributes its weight multiplied by your rating, divided by 5.

score = sum( weight x rating / 5 )

Because the weights add up to 100 and the top rating is 5, a perfect account scores 100 and an all zero account scores 0. Every rating point on a 25 weight criterion is worth 5 score points, and every rating point on a 5 weight criterion is worth 1.

The seven default criteria:

• Industry match (25). Is the account in the industry where you win most often? It carries the largest weight because it predicts use case and objections.
• Company size (20). Is it in the employee or branch range where your product works? Too small can mean no budget, too large can mean slow procurement.
• Geography (10). Can you serve it well, in its city, language and region?
• Buyer role reached (15). Have you spoken to someone who decides or strongly influences? A 5 means the decision maker.
• Trigger event present (15). Is something creating urgency, such as a new branch, a new academic year or a compliance deadline?
• Tool or process fit (10). Does the account run a process your product improves?
• Budget signal (5). Is there evidence it spends on tools like yours? The weight is small because early budget guesses are often wrong.

Assumptions to know:

• Ratings are subjective, so write a one line definition of 0, 3 and 5 for each criterion.
• The default weights are a starting point, not a benchmark. Tune them on your own closed deals.
• Tiers are fixed at A 80 and above, B 60 to 79, C below 60.
• The model is compensatory, so a high score on one criterion can offset a low one. For a hard requirement, such as a state you cannot serve, use a disqualifier outside the score.

Worked example: scoring one account with the default ratings

This example uses the sample ratings loaded when you first open the tool. The account is illustrative, for example a mid sized school group assessed by a CRM vendor.

The account scores 76 out of 100, which is Tier B: work this week. It is good, not yet great. The 24 missing points sit mostly in trigger event, which loses 9 of its 15, and buyer role, which loses 6 of 15. The tool flags trigger event as the weakest criterion, so the next job is finding a reason this account would act now, such as an admissions season, a new campus or a complaint about missed enquiries.

Now test what small fixes do, using the same arithmetic.

Two cheap research tasks, finding a trigger and reaching the decision maker, can lift this account from Tier B to Tier A. The score tells you what to go and learn, not only how to rank.

How do you read your ICP fit score?

Read the score as a priority band. 80 and above means work now, 60 to 79 means work this week, and below 60 means nurture or drop. The number is a ranking aid, not a prediction of closing.

Tier A. These deserve your best rep and fastest response. Confirm each has a named owner and a dated next step. If you have more Tier A accounts than your team can handle, your weights are too generous, so raise the weight on trigger event or buyer role.

Tier B. Most of your pipeline lives here, and research pays best here. Use the weakest criterion as the brief.

Tier C. Under 60 does not mean bad forever. It means not worth a rep's time today. Move it to a low cost nurture, such as a monthly useful message to opted in contacts. Under the DPDP Act, keep a clear basis for contacting people and honour opt outs. This is not legal advice.

Two warnings. Do not compare scores across different weight sets, since a 76 under one model is not a 76 under another. And do not chase decimals. A 79 and an 80 are a judgement call.

ICP scoring by industry

The right weights depend on how your buyers decide. Here is where to shift them.

Real estate

Most buyers are individuals or families, so treat budget, location fit and purchase timeline as core criteria and read company size as household income range. Triggers include a lease ending, a marriage, a job transfer or a festival season purchase. For channel partner accounts, use firm size. Rate geography highly only for projects within realistic travel time of the site.

Education: schools, colleges, EdTech and study abroad

For schools and colleges, size means enrolment or branches, and the trigger is often the admissions calendar or an accreditation review. For EdTech and coaching, rate the learner's stated goal and exam date. For study abroad, destination, intake month and budget band deserve more weight. Buyer role matters because the person who enquires is often not the person who pays.

Manufacturing and B2B

Cycles are long and several people vote, so buyer role reached deserves a higher weight. Size can mean turnover or number of plants. Good triggers are a new plant, a capacity expansion, a tender or a quality complaint. Tool or process fit should reflect whether the account already buys from a competing supplier and how it handles enquiries today.

Healthcare and clinics

For clinics, diagnostic centres and hospitals, rate branches, doctors and whether appointments run through a front desk and WhatsApp. Triggers include a new branch, a new specialist or a rise in missed calls. Never store clinical details in a scoring sheet, and keep contact practices aligned with the DPDP Act.

Automotive

For dealerships and service networks, size means showroom and workshop count, and brand authorisation matters in industry match. Triggers include a model launch, a festival season or a change of dealer principal. Tool fit asks whether OEM portal enquiries, Meta lead ads and walk ins are tracked in one place.

Insurance and financial services

Agencies, advisory firms and distribution partners often decide through one owner or branch head. Rate the size of the agent network, licensing status and product lines. Triggers include a product launch, a regulatory change or a hiring drive. Keep claims about returns or guarantees out of your outreach.

SMBs and services

The owner usually decides, so buyer role reached is easy and can carry a lower weight. Move that weight to trigger event and tool fit. A trigger might be a new branch, a busy season, a hire or a recent complaint. Rate budget cautiously, since cash flow in small firms changes quickly.

What mistakes do teams make with ICP scoring?

Most scoring models fail because of how they are used, not because of the arithmetic.

• Copying weights from someone else's model. Your own closed won deals should set the weights.
• Scoring on hope. Rating a criterion 5 because the account feels promising turns the score into opinion.
• Mixing fit and behaviour in one number. An engaged but poor fit account can outrank a quiet strong fit one.
• Using too many criteria. Twelve criteria become noise. Seven well defined ones are easier to rate.
• Never reviewing the model. Review the weights every quarter against what actually closed.
• Treating hard disqualifiers as low scores. Remove the account instead of letting it sit at 55 and soak up calls.
• Scoring once and forgetting. Triggers change, so rescore on a schedule.
• Skipping the owner. A tier without a named owner and a dated next step is a label, not a plan.

How can you improve your ICP fit scores and your account mix?

Improve results by sharpening the model and by improving the accounts that enter it.

Calibrate against closed deals

Owner: sales head. Timeline: once now, then every quarter.

• Export your last 20 to 30 closed won and closed lost deals.
• Score each retroactively with the current weights.
• Compare average scores. If wins and losses look alike, the weights do not discriminate.
• Change one weight at a time and rescore until wins cluster in Tier A and B.

Write rating definitions

Owner: sales manager. Timeline: one hour.

• Write what a 0, 3 and 5 look like for each criterion, with an example such as "buyer role 5: spoke with the principal".
• Give two reps the same five accounts. If their scores differ by more than 10 points, tighten the definitions.

Research the weakest criterion

Owner: the account owner. Timeline: 10 minutes per Tier B account.

• Check the website, LinkedIn page and recent news for a trigger.
• Find the right buyer role on LinkedIn. Make sure your own profile holds up when they check you, using the LinkedIn Profile Grader for Sales.
• Ask on the next call how enquiries are handled today, then rescore.

Feed the funnel with better fit

Owner: marketing lead. Timeline: monthly.

• Check which ad audiences, portals and lists produce the most Tier A and B accounts.
• Shift budget toward fit, not only cheap leads. The Lead Generation Target Calculator shows how many good leads you need.
• Add a disqualifying question to forms so poor fit accounts opt out.

Keep a Monday rhythm

Owner: sales manager. Timeline: 30 minutes weekly.

• Confirm every Tier A account has a next step within 48 hours.
• Review Tier B accounts untouched for 7 days.
• Move Tier C accounts with no change in 90 days to long nurture, and clear duplicates and bounced contacts.

ICP scoring: spreadsheet, CRM or Erino?

A spreadsheet suits a small list, a generic CRM suits clean data with an admin, and Erino suits teams that need fast ownership and follow up once a lead arrives.

A spreadsheet is the right start. It costs nothing and forces you to define criteria. It breaks when several reps edit one file, when scores go stale and when nobody is reminded to act on a Tier A account. CRMs such as HubSpot, Zoho CRM, Salesforce, Pipedrive, Freshsales, LeadSquared, Kylas and TeleCRM offer some form of scoring. Check each vendor's current plans and limits, as scoring often sits on higher plans.

Erino does not find accounts or send cold outreach. Your outbound and ad tools do that first. When a Tier A account replies, fills a lead form or messages your WhatsApp Business API number, Erino assigns an owner at once, creates the next follow up and flags the deal if it stalls. Most teams go live in as little as 48 hours, and pricing is quoted after a free 15 minute demo. See how it fits real estate and EdTech teams. Arivihan reported 22% higher enrolment conversion (read the story), which reflects its own process.

Frequently asked questions

Written by the Erino team

Erino Tech Ventures Pvt. Ltd. builds Erino, an AI first sales CRM for high velocity sales teams in India. Last reviewed 26 Oct 2026. This tool runs in your browser; the numbers you type are not sent anywhere.

Customer results mentioned here come from Erino's published success stories.