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AI Lead Scoring

AI lead scoring that tells you why, not just what

A number on its own is useless to a counsellor with forty open enquiries. SCRMAI gives each enquiry a conversion-likelihood score, the reasoning behind it, and a concrete next step — so the ranking is something your team can act on and argue with.

  • Conversion-likelihood score on every enquiry in the pipeline
  • Plain-English reason, so the score can be challenged
  • A suggested next step, not just a priority order
  • Re-scored as new signals arrive — visits, replies, fee-page views
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The problem it solves

Counsellor time is the scarcest resource in admissions

An institute with three counsellors and four hundred open enquiries cannot call everyone properly. In practice it calls the newest ones, the loudest ones and the ones someone happens to remember — which means genuinely convertible enquiries go cold while unconvertible ones absorb hours.

Lead scoring is simply a better allocation of that scarce time. The reasoning matters as much as the number, because a counsellor who cannot see why an enquiry scored 34 will quite reasonably ignore the score altogether.

What goes into a score

Signals SCRMAI reads

Drawn from what the enquiry actually did, not from a form field someone guessed at.

  • Source and channel

    A referral from a current parent and a cold hoarding enquiry do not convert at the same rate, and your own history establishes what each source is worth at your institute.

  • Engagement depth

    Opened the fee structure three times, replied on WhatsApp, attended a demo class, completed a campus visit — engagement is the strongest single predictor available.

  • Family context

    An elder sibling already enrolled, or a previously admitted student in the same family, changes the picture substantially.

  • Recency and velocity

    How fast the parent responded, how recently they engaged, and whether that engagement is speeding up or slowing down.

  • Fit with what you offer

    Class, stream or batch requested against what you actually have available and the seats remaining in it.

  • Your own conversion history

    As admissions accumulate in SCRMAI, scoring calibrates against what has genuinely converted at your institute rather than a generic benchmark.

What a counsellor sees

Three enquiries, three different mornings

High score

Call today — and here is the angle

A high score with visible reasoning does more than reorder a list. It hands the counsellor an opening line. This family is not price-sensitive in general; they are cash-flow sensitive, which means the installment plan is the conversation, not a discount.

  • Score with the specific signals behind it
  • Suggested next step written as an action
  • Context a counsellor can open the call with
  • Updated the moment a new signal arrives

Ishita Rao — Class 11 Science

AI lead score

91

Why: Campus visit completed, opened the fee structure three times, and an elder sibling already studies here.

Next step: Call today and offer the 3-installment plan — this family converts on affordability, not on discount.

Middle score

Worth a call, but not the first one

The genuinely useful part of scoring is the middle of the distribution. These are the enquiries that get neglected in a manual system — not obviously hot, not obviously dead — and where a single well-timed follow-up changes the outcome.

  • Surfaces enquiries that manual triage skips
  • Keeps them in the automated drip in the meantime
  • Flags the moment they re-engage
  • Records a reason when they finally go cold

Kabir Mehta — NEET Morning Batch

AI lead score

64

Why: Attended the demo class and replied once on WhatsApp, but has not opened the fee structure and has gone quiet for six days.

Next step: Send the installment break-up before calling — the silence started right after the fee message.

Using it well

How institutes get value out of scoring

  1. 01

    Sort the pipeline by score

    Start the day on the top of the list rather than the newest enquiries. This alone changes how counsellor hours are spent.

  2. 02

    Read the reason before calling

    The reasoning is the call prep. It tells the counsellor what this family cares about before the phone is picked up.

  3. 03

    Override it when you know better

    A counsellor who met the parent knows things the model does not. The score is an aid, never a gate — nothing is blocked by a low score.

  4. 04

    Let the drip handle the tail

    Low-scoring enquiries are not deleted; they stay in the automated WhatsApp sequence, and re-score if they re-engage.

FAQ

Frequently asked questions

How accurate is the AI lead scoring?

Accuracy depends on how much history your institute has in the system, and we would be misleading you to publish a single number. What we will commit to is that the score is always accompanied by its reasoning, so your counsellors can evaluate it case by case rather than trusting it blindly — and can tell you quickly if it is wrong in a systematic way.

Does a low score mean we stop following up?

No, and the system does not do that on your behalf. Low-scoring enquiries stay in the automated three-touch WhatsApp and SMS sequence and are re-scored if they re-engage. Scoring changes the order of human effort, not whether an enquiry is worked at all.

Can we see why an enquiry got its score?

Always. Every score carries a plain-English reason naming the specific signals behind it — the campus visit, the sibling, the fee-page views, the six days of silence. A score without a reason is not shown.

Does scoring work from day one?

Yes, from the signals attached to each enquiry — source, engagement, family context, recency and fit. It becomes better calibrated to your institute specifically as your own conversion outcomes accumulate.

Which plan includes lead scoring?

Professional (₹2,499/month) and Business (₹5,999/month) include all AI features, with usage metered against prepaid AI credits. Starter does not include AI. All three are available in full during the 14-day free trial.

Spend your counsellors’ mornings on the right six calls.

Try AI lead scoring free for 14 days — full feature access, no credit card.

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