Seasonal demand breaks naive comparison
Admissions cycles mean this month against last month tells you almost nothing. What matters is this admission window against the same window last year, aligned properly.
- Honest period comparison
- Every centre is its own catchment
- Reviews are the deciding factor
Geo-grid rank scan
“coaching centre near me” · 4×4 · 2 km radius
The signals that decide this category
Seasonal demand makes weekday-aligned comparison essential.
Honest period comparison
Comparisons are aligned by weekday, so a month with five Saturdays does not read as growth. Movement outside normal variation is what gets highlighted.
Every centre is its own catchment
Parents search near home. A portfolio-wide average hides the centre that is invisible four streets over.
Reviews are the deciding factor
In a high-trust, high-consideration decision, response rate and tone carry more weight than star average alone.
AI answers already recommend coaching centres
"Best JEE coaching near me with weekend batches" resolves inside an AI answer for a growing share of parents. Track whether you are named.
The capabilities that carry this category
We build for these too
See where you actually rank in education & coaching
Connect one location on the free plan and run a full audit. No card, no call, no commitment.