Year 2019 - 2020
TGG Craft
Launched the project as Product Growth & Marketing Manager
CONTEXT
Adaptive learning tool for SME & students
Category: UPSC Mains preparation – Answer Writing & Evaluation tool
Segment: Competitive Exam Preparation (UPSC Civil Services Mains)
Geography: India
Delivery Platform: Web-based performance analysis Platform
Business Model: B2B (Primary User): Institutes
Executive Summary
The Problem
SMB UPSC coaching institutes run operationally blind — no purpose-built analytics tool exists for the segment. They rely on attendance registers and gut instinct.
The Product
TGG Craft: analytics-native SaaS delivering real-time student performance intelligence, cohort benchmarking, and customisable reporting. Already soft-launched with 10–50 paying institutes.
The Market
₹58,000 Cr India coaching industry. ~40,000+ SMB institutes. ~11L UPSC aspirants annually. SMB SaaS EdTech penetration at 12% — expanding fast.
The Model
Tiered freemium: Free (up to 50 students) → Pro ₹1.2L/yr → Enterprise (negotiated). 9-month GTM: 500 free installs → 47 paying customers → ₹58L Year 1 ARR.
Sources: IBEF 2023; UPSC Annual Report 2023; ASSOCHAM 2022; OpenView SaaS Benchmarks 2023; Bessemer VP Cloud Index 2023
₹5,800,000
Year 1 ARR target
₹63,830
Blended CAC
₹3,000,000
S&M Budget Ask
47
Year 1 Paid Customers
3.8x
LTV:CAC Ratio
9 Months
Campaign Duration
Market Landscape & Opportunity
₹58,000 Cr
India Coaching Industry Market Size (2020)
~₹1,100,000
UPSC Civil Services Aspirants Annually
~40,000+
Coaching Institutes in India (SMB segment)
Sources: IBEF India Education Sector Report 2023; UPSC Annual Report 2023; ASSOCHAM Education Report 2022
THE OPPORTUNITY GAP
India's UPSC coaching institutes are operationally blind — they run on attendance registers and gut instinct. No tool purpose-built for back-end student performance analytics exists for the SMB coaching segment. TGG Craft fills this white space.
Digital Acceleration
80%+ coaching institutes went hybrid post-2021
Data Demand
Institutes seek measurable ROI on teaching quality
UPSC Growth
Applications grew 18% YoY (2019 – 2020)
SaaS Adoption
SMB SaaS penetration in EdTech at ~12%, expanding fast
Fills the void between "Excel Chaos" and "Enterprise Bloat".
Data Silos
Institutes use fragmented tools for analysis, grades, and learning.
Manual Consolidation
Directors rely on manual spreadsheets to merge data, leading to errors.
Delayed Insights
Spreadsheet fatigue" results in reporting delays; intervention comes too late.
Strategy Snapshot
INSIGHT
UPSC institutes lack analytics visibility into student performance.
~40,000 SMB institutes run on attendance registers + gut instinct. Zero purpose-built analytics tool exists for the segment.
STRATEGY
Analytics-first SaaS with freemium PLG + sales-assisted conversion.
Free tier creates zero-friction adoption → Sales team lifts conversion 4%→6% → Pro at ₹1.2L/yr sits in WTP sweet spot (72% acceptance, N=22).
EXECUTION
Delhi NCR → Jaipur → Allahabad corridor expansion.
9-month phased GTM: UPSC coaching density drives city prioritisation. ₹30L S&M budget. 4 reps Phase 1 + product-led growth in parallel.
ICP: Navigating the Small & Medium Business Buying Center
The Initiator
(Head Tutor)
Frustrated by inability to track progress. Flags the issue.
The User (Tutors & Admins)
Daily operators. Fear complex software but hate manual entry. Need ease of use.
The Decision Maker
(Institute Director)
Budget holder. Cares about "Academic Outcomes" and Operational Efficiency.
The Gatekeeper
(IT / Finance)
The Skeptic. Concerned with implementation time, cost, and data security.
JOBS TO BE DONE
Activation
The Anxious Self-Studier
WHEN
When I sit down to practise and stare at a blank page, unsure if my structure is even correct,
I WANT
I want to submit one answer and receive a score with specific expert feedback within 24 hours,
SO WHAT
So that I prove to myself I can do this and build the daily habit.
↗ 87% of aspirants attempt <10 answers before Mains. Habit collapses without fast feedback.
B2B Adoption
The Institute Faculty Head
WHEN
When I'm spending 8–10 hrs/week grading answers and can't give individualised feedback at scale,
I WANT
I want a platform that evaluates answers on a consistent rubric and delivers structured feedback automatically,
SO WHAT
So that I reclaim grading time, standardise quality, and demonstrate measurable student progress.
↗ Beta: 4.1 hrs/week grading saved per institute. ROI 131% in Year 1 at ₹1.2L/yr.
Retention & Upgrade
The Plateaued Repeater
WHEN
When I've been writing for 3 weeks but can't tell if I'm improving — scores feel random and I don't know what to fix,
I WANT
I want a personal history showing my score trend by subject and highlighting my repeating weak spots,
SO WHAT
So that my effort feels like it's compounding — and I can justify upgrading before Mains.
↗ Beta: Avg score Δ +18 pts (D1→D30). Improvement history is the primary D30 upgrade trigger.
Competitive Landscape
Who We Sell To — Why We Win
Product | Focus | Analytics | Price |
|---|---|---|---|
theGuruGyan | Analytics + Native | Deep & Real-time | Freemium + Subscription |
Saval AI | LMS + content | Basic | ~₹60K |
TeyariApp | LMS + Live | Minimal | Freemium |
Unacademy | LMS + content | Minimal | Freemium |
DIY Sheets | Manual | Manual | Free |
Positioning & Messaging
"The analytics-native SaaS built exclusively for UPSC coaching institutes — turning raw student performance data into actionable intelligence that prevents dropout and builds reputation."
INSTITUTE OWNER / DECISION MAKER
"Know who will crack UPSC — before results do."
Data-driven reputation, lower dropout, justify fee increases.
FACULTY / USER
"Stop guessing. Teach with precision."
Topic-level heatmaps + cohort comparisons — built for your dashboard.
UPSC ASPIRANT (ENABLER)
"Your coaching institute finally sees you."
Personalised progress reports. Close weak-zone gaps before exam day.
Pricing Strategy
Tiered Freemium | Van Westendorp Sweet Spot: ₹1.0L–₹1.4L/yr | ROI: 1.3x on Retention Alone
Self-serve sign-up
FREE
₹0
Forever
✓ Up to 50 students
✓ Basic performance dashboard
✓ 3 custom reports/month
✓ Email support
✓ TGG branding on reports
Self-serve sign-up
Most Popular ★
PRO
₹1,20,000
Per Year (₹10K/month)
✓ Unlimited students
✓ Real-time analytics dashboard
✓ Unlimited custom reports
✓ Cohort benchmarking
✓ Priority onboarding
✓ White-label reports
Sales-led conversion
SQL Pipeline
ENTERPRISE
Negotiated
Annual Contract
✓ All Pro features
✓ Multi-branch management
✓ Custom integrations
✓ Dedicated account manager
✓ SLA-backed uptime
✓ Custom contract terms
Direct sales
WTP EVIDENCE: Survey of 22 institute owners — ₹1.0L–₹1.4L optimal zone (72% acceptance).
Pro at ₹1.2L sits in sweet spot.
VALUE-TO-PRICE: 1.3x ROI on retention alone — institute retaining just 12 extra students @ ₹10K fees covers full tool cost.
Full conjoint study recommended pre-Series A.
Go-To-Market Timeline
9-Month Phased GTM
PHASE 1 | Month 1 – Month 3
Awareness & Acquisition
MARKETING
- LinkedIn: Institute owners (job title targeting)
- Meta: UPSC aspirants 22–28 yrs
- Free trial push — zero-friction signup
SALES
- 6 reps: cold outreach to 200+ student institutes
- Free trial pitch — zero-cost entry
- UPSC coaching expo attendance
GOAL: 500 free installs, 5 paid
PHASE 2 | Month 4 – Month 6
Adoption & Engagement
MARKETING
- Meta retargeting of free-tier users
- LinkedIn thought-leadership content
- Email nurture sequences
SALES
- Upgrade calls to 30–60 day free users
- Weekly product demo webinars
- Case study creation from paid adopters
GOAL: 30 paid, 60% activation
PHASE 3 | Month 7 – Month 9
Retention & Advocacy
MARKETING
- Referral: ₹5K credit per referred paying institute
- Success story content
- NPS-triggered advocacy
SALES
- Enterprise SQL pipeline (2 targets)
- Annual contract renewals
- Partner channel exploration
GOAL: 47 paid, ₹58L ARR
Marketing Channel Mix & Campaign Plan
Marketing Channels
LinkedIn Ads
Target: Institute owners, directors, academics heads
KPI: CPL < ₹400 | 40% of media budget
Meta Ads
Target: UPSC aspirants (22–28 yrs), coaching institute pages
KPI: ROAS > 3x | 45% of media budget
Google Display
Target: Intent-based: 'UPSC coaching software', 'student analytics'
KPI: CTR > 1.5% | 15% of media budget
In-House Sales Team
Team Size:
6 Sales Personnel (hired & onboarded)
Coverage:
Delhi, Mumbai & Kolkata
Target/Rep:
~8–10 institute visits/week
Primary Motion:
Free-trial pitch → demo → upgrade
SQL Criteria:
200+ students, active trial user, engaged director
Enterprise Path:
Negotiated annual contracts (₹1.2L+ custom)
Sales Enablement Strategy
Sales Playbook
Objection handling scripts, demo flow guide, ideal talk-track for institute owners. Covers Free → Pro upgrade conversation.
Product Demo Kit
Live sandbox environment + pre-loaded institute data. 15-minute guided demo script tailored to UPSC coaching pain points.
ROI Calculator
Excel-based tool: input institute size, fee structure → outputs projected retention uplift & revenue impact from TGG Craft adoption.
Battlecard vs Competitors
One-page comparison: TGG Craft vs UPSC Coach, Unacademy, TeyariApp. Objection-handling for 'we already use X'.
Case Study Pack
2–3 pilot institute success stories (cohort improvement data, director quotes). Used for social proof in later stages.
CRM & Lead Tracking
Standardised CRM workflow: Lead → Demo Booked → Trial → SQL → Paid. Weekly pipeline review by sales lead.
Sales Collaterals
Campaign Metrics Framework
PHASE 1: M1–M3
Awareness & Acquisition
PHASE 2: M4–M6
Adoption & Engagement
PHASE 3: M7–M9
Retention & Advocacy
Cost Per Lead (CPL)
TARGET: < ₹350
LinkedIn+Meta spend ÷ qualified leads
Product Activation
TARGET: > 60%
% completing first analytics report
Blended CAC
TARGET: > 3.0x
Revenue attributed ÷ ad spend
ROAS
TARGET: > 3.0x
Revenue attributed ÷ ad spend
Free-to-Paid Conversion
TARGET: 3–5%
% free → Pro in 90 days
LTV:CAC (Pro)
TARGET: > 3.8x
₹2.4L LTV ÷ ₹63.8K CAC
Free Trial Sign-Ups
TARGET: 500
Self-serve + sales installs
Weekly Active Usage
TARGET: > 40% WAU
Unique logins / total installs
NPS
TARGET: > 40
30-day + 90-day in-app survey
Website Traffic
TARGET: 10K/mo
GA4 — organic + paid
Time-to-Value (TTV)
TARGET: < 7 days
Days: signup → first analytics insight
Net Revenue Retention
TARGET: > 110%
Expansion + upsell vs churn
CAC target revised from ₹25K to <₹65K reflecting unified blended CAC formula (total S&M ÷ 47 customers).
Source: Bessemer VP Cloud Index 2023; OpenView SaaS Benchmarks 2023.
RISK Assessment
Final Thoughts
1. Sales Capacity ≠ Year 1 Actuals
6 reps can handle 210+/yr at steady state.
Year 1 = 47 due to ramp.
This gap is healthy — year 2 ARR should be ₹2–3x Year 1 with same team.
2. CAC Transparency is a Strength
Blended CAC ₹63,830 is honest.
LTV/CAC 3.8x is above minimum.
Team should focus on improving this ratio — target 6x+ by end of Year 2.
3. Freemium Conversion is the Lever
Moving conversion from 4% to 6% via sales-assist adds 10 customers and ~₹12L ARR.
Every 1% point improvement = ₹6L ARR.
4. Analytics is the Moat
First-mover data lock-in (historical trends) creates switching cost after Year 1.
Sensitivity Analysis — Does ₹30L Hold Up?
SCENARIO | CONV% | RETENTION | CAC | CUSTOMER | YEAR 1 ARR | LTV | LTV/CAC | PAYBACK | ₹30L JUSTIFIED? |
|---|---|---|---|---|---|---|---|---|---|
WORST CASE
| 1%
| 1yr | ₹45K
| 7 | ₹8.4L
| ₹1.2L
| 2.7x | 22 Month | ✗ No
|
BASE CASE ★
| 4% | 2yr | ₹64K
| 22 | ₹26.4L
| ₹2.4L | 3.75x
| 16 months
| ✓ Yes |
ACTUAL | 6% | 2yr | ₹64K
| 47 | ₹58L
| ₹2.4L
| 3.8x
| 16 months | ✓ Yes
|
BEST CASE
| 8% | 4yr | ₹40K
| 42 | ₹50.4L
| ₹4.8L
| 12x | 10 months | ✓ Yes
|
2-D SENSITIVITY GRID: YEAR 1 ARR (₹ LAKHS) × Conversion % (rows) vs Retention Years (cols)
Conv\ Ret→ | 1 Yr | 2 Yr | 3 Yr | 4 Yr |
|---|---|---|---|---|
1% | ₹10.0L
| ₹10.0L
| ₹10.0L
| ₹10.0L
|
2% | ₹16.0L
| ₹16.0L
| ₹16.0L
| ₹16.0L
|
4% | ₹28.0L
| ₹28.0L
| ₹28.0L
| ₹28.0L
|
6% | ₹40.0L | ₹40.0L | ₹40.0L | ₹40.0L |
8% | ₹52.0L
| ₹52.0L
| ₹52.0L
| ₹52.0L
|
GREEN=₹40L+ | BLUE=₹20–40L (base acceptable, ₹30L justified) | RED=<₹20L (budget not justified) | Board watch metric: conversion rate at M3 checkpoint.
Budget & Channel Unit Economics
₹30L S&M Budget | Per-Channel CPL, Conversion & CAC | 90-Day Test Gates
CATEGORY | ALLOC% | INR AMOUNT | PRIMARY KPI |
|---|---|---|---|
Digital Media (LinkedIn+Meta+Google)
| 40% | ₹12,00,000
| CPL + ROAS
|
In-House Sales Team (4 reps Phase 1) | 40% | ₹12,00,000 | Demo-to-trial + paid conversion |
Events & Content
| 12% | ₹3,60,000
| Brand + enablement
|
Sales Tools & CRM
| 5% | ₹1,50,000
| Pipeline efficiency
|
Contingency (A/B test reserve)
| 3%
| ₹90,000
| Channel pilots
|
TOTAL | 100%
| ₹30,00,000
|
PER-CHANNEL UNIT ECONOMICS (CORRECTED — CONSERVATIVE BENCHMARKS)
CHANNEL | BUDGET | CPL | LEADS | TRIAL CONV | TRIALS | PAID CONV | CAC CONTRIB |
|---|---|---|---|---|---|---|---|
LinkedIn
| ₹4.8L
| ₹320
| 1,500
| 15%
| 225 | 8%
| ₹26,700
|
Meta | ₹5.4L
| ₹190
| 2,842 | 12% | 341 | 5% | ₹31,700
|
Google | ₹1.8L
| ₹420
| 429
| 10% | 43
| 6% | ₹70,000
|
Sales (direct) | ₹12.0L
| ₹640*
| 1,875*
| 55%
| 1,031
| 4%**
| ₹19,300
|
90-DAY TEST GATES: LinkedIn CPL12% | Meta CPL2.5x | Sales demo-to-trial>40% — if any gate fails, pause and revise before full budget unlock. Sources: Gartner B2B SaaS Funnel 2020; ChiefMartec Freemium 2020.
Pilot Evidence & Year 1 Business Model
Soft-Launch Data | Unified Customer Projection | ARR Trajectory
PILOT METRICS (SOFT-LAUNCH COHORT)
KPI | Inst. A (Delhi NCR) | Inst. B (Jaipur) | Board Gate |
|---|---|---|---|
Product Activation | 68% | 61% | > 60% ✓ |
Weekly Active Usage | 3.4x/wk
| 2.8x/wk
| > 2.5x ✓
|
Time-to-Value
| 5 days
| 8 days
| < 7 days ✓/⚠
|
Initial NPS (30-day)
| 47
| 39
| > 40 ✓/⚠
|
BOARD M3 GATE: Activation>60% | WAU>2.5x | NPS>40 | 5+ paid conversions
UNIFIED YEAR 1 MODEL (CORRECTED)
Free Tier Installs Target | 500 |
|---|---|
Free-to-Paid Conv (sales-assisted)
| 6%
|
PLG Paid Customers
| 30
|
Net-New Sales-Direct Customers
| 15
|
Enterprise Customers (SQL)
| 2
|
TOTAL YEAR 1 PAID CUSTOMERS
| 47
|
Pro ARR (45 × ₹1.2L)
| ₹54L
|
Enterprise ARR (2 × ₹2.0L)
| ₹4L
|
TOTAL YEAR 1 ARR
| ₹58L
|
Blended CAC (₹30L ÷ 47)
| ₹63,830
|
LTV Pro (₹1.2L × 2yr)
| ₹2,40,000
|
LTV:CAC
| 3.8x
|
ARR Build: M1–M3: ₹3L | M4–M6: ₹18L | M7–M9: ₹37L | YE: ₹58L
INTERNAL ALIGNMENT & CROSS-FUNCTIONAL FRAMING
GTM ACTIVITY | PRODUCT | PMM | SALES & MARKETING | DATA / ENGG. | TIMELINE |
|---|---|---|---|---|---|
Habit loop feature (streaks, nudges) | R | C | I | A | M1–3 |
Positioning & messaging | C | R | I | I | M1–2 |
Landing page copy + A/B test | I | R | A | C | M2–3 |
Launch creative + campaign | I | R | A | I | M3–4 |
Institute demo deck & ROI calc | I | R | A | I | M2–3 |
Beta → scale on-boarding flow | A | C | R | R | M4–5 |
Churn cohort analysis | C | R | I | A | Monthly |
Quarterly GTM review (QBR) | A | R | C | C | Quarterly |
Product roadmap from market signals | A | R | C | I | Monthly |
R Responsible
A Accountable
C Consulted
I Informed