← Back to Case Studies
Kaala Ghoda×Sid's Farm
Analytical View Filter:Side-by-Side Variance Analysis (Promised Strategy vs. Realized Outcomes)
Forward-Looking Campaign Evaluation Dossier

Sid's Farm #HoldUsToIt Campaign Audit

An objective analysis of Sid's Farm's flagship brand campaign. This document shows Kaala Ghoda's creative engineering, strategic positioning, and earned PR distribution along with performance media deployment executed by Sid's Farm Performance team.

Creative & PR StorytellingBENCHMARKS SURPASSED

16.0s Reel Watch Time | 1.15B+ Earned Reach

Performance Ad DeploymentMEDIA OPTIMIZATION LEVERS

Traffic Routing Optimization | Media Scaling Levers

Live Campaign AssetsVERIFIED LINKS

Master Film Cut (3:30)

Long-form Trust Builder Narrative

Cutdown 1 (1:30)

Storytelling & Product Consideration

Cutdown 2 (0:30)

Short-Form Reach & Frequency

Ad Industry Press Reviews:
afaqs! ReviewSocial Samosa

Paid Campaign Reach

3,595,326

99.50% Non-Followers

Avg Reel Watch Time

16.0s (+210%)

Vs. 5.17s Baseline

CPM (Cost / 1k Imp)

₹8.07

4.68M Total Impressions

Cost per ThruPlay

₹0.078

Reels Top Efficiency

Retention (3s View %)

33.5%

+38.7% vs 24.16% Base

CPC (Cost per Click)

₹1.08

35,047 Link Taps

Macro Campaign Performance & Revenue Impact

Content Engagement, Lead Conversion & Strategic Scaling Potential

Audited metrics directly referenced from Hold us to it - data.pdf and Kaala Ghoda X Sid's Farm Ad performance (3).pdf.

Collated Paid Media Budget

₹1,61,550

Meta (₹1.50L) + LinkedIn (₹11.55k)

01. Creative & Video Delivery
Paid Campaign Reach3,623,2833,595,326 (Meta) + 27,957 (LinkedIn)
Average Watch Duration16.0 Seconds+210% increase vs 5.17s baseline
LinkedIn Video Views302,184 Views87%–90% Video View Rate
02. Clicks, Leads & Traffic
External Link Taps / Clicks35,23435,047 (Meta) + 187 (LinkedIn LP)
Instagram Profile Visits40,933 VisitsHigh-intent profile exploration audience
Total Interactions & Engagement136,225 Actions135,720 (Meta) + 505 (LinkedIn)
03. Revenue Opportunity
Total High-Intent Traffic Pool75,980 Prospects35,047 link clicks + 40,933 profile visits
Product Pricing Benchmark₹32 / pack (₹960–₹1,920/mo)Lowest SKU: ₹32 (500ml milk). 1–2 packs/day household sub
Gross Revenue Opportunity₹18.2L – ₹51.1 LakhsCalculated at 2.5%–3.5% D2C conversions over 1–3 months
04. Strategic Scaling Potential
Traffic Routing Optimization~27,834 Profile ExplorersKey A/B Testing Insight: Direct LP routing unlocks this 68% segment
Uncaptured Conversion Opportunity (2.5% – 3.5% CR)696 – 974 Potential SubscriptionsBase product: ₹32 milk pouch (1–2 packs daily)
Phase 2 Revenue Unlock Potential₹6.68L – ₹18.70 Lakhs1-Month Sub: ₹6.68L–₹18.70L | 3-Mo LTV: ₹20.0L–₹56.1L

The Creative & PR Victory (Surpassed All Benchmarks)

The creative team engineered an emotionally resonant narrative (#HoldUsToIt / "Har Fail Hone Wala Failure Nahi Hota") that solved the primary brand barrier: food safety anxiety. The content achieved an extraordinary average watch time of 16.0 seconds (+210% over the 5.17s account baseline) and generated 35,047 high-intent external link taps at a CPM of just ₹8.07 and a Cost per ThruPlay of ₹0.078.

PR Distribution Over-Delivery: 269 wire outlets + Hindustan Times, Economic Times, Business Standard, ABP & The Print generated 1.15 Billion+ impressions.

The Funnel Optimization Opportunity & Revenue Scaling Math

Building on world-class creative resonance, our joint Campaign 2.0 roadmap highlights a high-value funnel optimization lever. During Phase 1 & 2, media traffic directed 40,933 users to the Instagram profile page, revealing strong initial brand curiosity (~68% profile engagement). Directing this high-intent traffic straight to the dedicated product landing page (`/collections/all`) represents our single largest conversion multiplier for the next phase.

Unlocked Scale Potential Mathematical Logic: Taking Sid's Farm's lowest priced SKU at ₹32 per pack (₹960/mo for 1 pack/day or ₹1,920/mo for 2 packs/day): converting this high-intent pool of 27,834 prospects at standard 2.5%–3.5% D2C landing page conversion rates unlocks 696 to 974 new customer subscriptions. This represents an immediate ₹6.68L – ₹18.70 Lakhs revenue growth opportunity in month 1, compounding to ₹20.0L – ₹56.1 Lakhs over a 90-day retention window.

00
Empirical Baseline & B2B Profile

Milestone 0: Pre-Campaign Account Diagnostics

Sources: Social Media Data - Kaala Ghoda.pdf & Kaala Ghoda X Sid's Farm Ad performance (3).pdf

Period: Pre-Campaign Baseline

90-Day Account Performance

Instagram Account Base
  • Total Followers: 131,968
  • Non-Follower Reach Share: 99.70%
  • Avg 90-Day Reel Plays: 23,446
  • 90-Day Avg Watch Time: 5.17 sec
  • Beyond 3s View Rate: 24.16%
Audience Demographics
  • Primary Age Group (25-34): 45.8%
  • Secondary Age Group (35-44): 22.5%
  • Gender Ratio: 76% Male / 24% Female
  • Top Cities: HYD (13.9%), BLR (11.7%)
  • Peak Engagement Window: 6:00 PM – 9:00 PM
LinkedIn Audited Performance
  • Total Followers: 32,073
  • Paid Campaign Reach: 27,957 Unique
  • Campaign Impressions: 339,068
  • Video Views: 302,184 (88.8% VR)
  • Landing Page Clicks: 187 Clicks
01
Strategic Creative Engineering

Milestone 1: The Strategic Pivot — "Redefining Failure"

Sources: Communication Ideas Deck, Communication Brief & PPM - Redefining Failure

Agency Partner

Kaala Ghoda

Initial Client Brief Proposal

Standard Category "Care" Pitch

The original brief proposed a slice‑of‑life montage depicting small family acts of affection (e.g., grandfather building a play tent, sister attending a graduation miles away) under the tagline "Where there is effort, you'll find love."

🤝 Strategic Collaboration: In close partnership with the Sid's Farm leadership team, Kaala Ghoda identified early potential narrative blockers in standard category tropes. Together, we co‑created a bolder solution designed to address parental anxieties around hidden adulterants.
Kaala Ghoda Executed Strategy

"Redefining Failure" (#HoldUsToIt)

Re‑framed "milk batch rejection" from an operational shame into an absolute proof of safety and parental protection. Tagline: "Har Fail Hone Wala Failure Nahi Hota". Highlighted Sid's Farm's 45+ daily testing parameters and farmer compensation policy for contaminated milk.

✓ Strategic Assessment: Converted operational discard into the brand's primary trust anchor for protective parents.
1b
Strategy Blueprint

Growth Framework: Community Advocacy & Retargeting Funnel

Integrated Growth Plan & Performance Allocation Architecture

1. Community Advocacy Program (Trust Layer)

Recommended identifying organic advocates from within the Sid's Farm ecosystem to build authentic peer‑to‑peer credibility rather than depending solely on conventional paid influencers.

• Long-term Customers
• Parent Recommenders
• Nutrition Professionals
• Doctors & Pediatricians
• Ethical Micro‑Creators
• Founders & Operators

2. 3‑Phase Performance Allocation & Pipeline

Phase 1: Awareness (Film Distribution)40% Budget
Phase 2: Trust Building (Testing & Q&A)30% Budget
Phase 3: Conversion (Instagram DMs)30% Budget
Promised Retargeting Funnel Pipeline:
  1. 1. Top‑Funnel: High‑reach Video Viewers (25%/50%/75%)
  2. 2. Mid‑Funnel: Qualified Website Visitors
  3. 3. Intent Capture: Profile Visitors & Clickers
  4. 4. Conversational Bridge: Instagram Direct Message Campaigns
💡 Growth Roadmap Alignment: While the creative assets generated top‑of‑funnel reach (3.59M+ paid reach), Phase 2 offers a strategic opening to introduce the Phase 3 conversational DM bridge and route traffic to direct landing pages with full pixel attribution.
02
Phase 1 Validation

Milestone 2: Market Intelligence & Persona Benchmarking

Source: Phase 1 Strategic Intelligence & Benchmarking (7 Days, ₹50,000 Budget)

#1 Instagram Persona

The Anxious Guardian Parent

Generated highest video completion rates, strongest save/share ratios, and inquiries regarding antibiotic testing protocols.

#1 LinkedIn Persona

The Ethical Watchdog

Senior professionals engaged with the Farmer Compensation Policy narrative, validating the ESG transparency angle.

Geographic Validation

Tier‑1 Market Hierarchy

Hyderabad (1.22M reach) & Bengaluru (1.18M reach) led performance. Mumbai (1.12M reach) delivered highest watch completion. Pune lagged.

03
Strategic Evaluation

Milestone 3: Media Deployment — Creative Triumphs & Funnel Optimization Learnings

Source Data: Ad-wise (25) (1)_3.csv & Hold us to it - data.pdf

Creative Storytelling Achievements

Top‑of‑Funnel Brand Metrics Surpassed

  • Paid Reach Generated: 3,595,326
  • Non‑Follower Audience Share: 99.50%
  • Average Reel Watch Duration: 16.0s (+210% vs 5.17s baseline)
  • Total Engagement Interactions: 135,720
  • Cumulative Watch Duration: 2 Days 10 Hours
Funnel & Media Optimization Insights

Key A/B Testing Insights for Campaign 2.0

1. Traffic Routing Optimization (Profile vs Direct LP):Paid ad traffic was routed to the Instagram Profile page, generating 40,933 profile visits and high account exploration. In Campaign 2.0, routing traffic directly to the product landing page (`/collections/all`) will streamline conversion.
2. Media Scaling Architecture (Broad AI Allocation):Campaign 2.0 provides an opportunity to consolidate micro‑ad sets into Meta's broad AI targeting. Allowing the algorithm to segment audiences by creative interest will optimize learning phases and lower secondary placement CPMs.
04
Earned PR Audit

Milestone 4: Mass Media Distribution & Syndication

Source: Press Release Distribution Report & Campaign Report Spreadsheet

Total Reach

1.15 Billion+ Impressions

Syndicated Outlets269 Outlets

931.5M Wire Reach

Hindustan Times149.0M

Domain Authority: 93

Business Standard39.7M

Domain Authority: 90

Tier‑1 MainstreamEconomic Times

+ ABP, The Print, ANI

05

Phase 2 Ad Set Performance Explorer

Search live 20 ad set records from Ad-wise (25) (1)_3.csv — CPM, ThruPlay Cost & Retention Metrics

PlacementCityImpressions3s Views (Retention)ThruPlaysCPM (INR)Cost / ThruPlaySpend (INR)
Instagram ReelsPune1,082,206334,914 (30.9%)69,644₹6.60₹0.102₹7141.07
Instagram ReelsHyderabad1,223,229408,544 (33.4%)95,754₹6.15₹0.078₹7520.83
Instagram ReelsMumbai1,128,816374,662 (33.2%)91,181₹6.17₹0.076₹6962.36
Instagram ReelsBengaluru1,182,216390,442 (33.0%)93,510₹6.11₹0.077₹7226.29
Instagram FeedPune27,5375,950 (21.6%)1,051₹10.18₹0.266₹280.40
Instagram FeedHyderabad30,2307,192 (23.8%)1,356₹7.74₹0.172₹233.99
Instagram FeedMumbai23,7075,572 (23.5%)1,038₹8.12₹0.185₹192.62
Instagram FeedBengaluru25,3256,103 (24.1%)1,195₹8.18₹0.173₹207.30
Instagram StoriesPune37,0686,551 (17.7%)2,520₹18.49₹0.272₹685.50
Instagram StoriesBengaluru21,9135,052 (23.1%)2,096₹14.92₹0.156₹326.98
Instagram StoriesMumbai24,7715,402 (21.8%)2,181₹12.35₹0.140₹305.90
Instagram StoriesHyderabad24,3455,776 (23.7%)2,392₹15.78₹0.160₹384.19
Facebook ReelsMumbai68,13220,974 (30.8%)4,212₹11.92₹0.192₹812.03
Facebook ReelsBengaluru42,93017,028 (39.7%)2,563₹9.60₹0.160₹412.10
Facebook ReelsPune11,1584,158 (37.3%)641₹11.84₹0.206₹132.15
Facebook ReelsHyderabad7,3612,714 (36.9%)366₹9.19₹0.185₹67.65
Facebook FeedMumbai2,136413 (19.3%)43₹21.45₹1.065₹45.81
Facebook FeedBengaluru1,554268 (17.2%)28₹21.47₹1.192₹33.37
Facebook FeedPune46388 (19.0%)16₹273.84₹7.925₹126.79
Facebook FeedHyderabad27162 (22.9%)7₹191.88₹7.429₹52.00
Formal Evaluation Dossiers

06. Multi‑Disciplinary Post‑Campaign Expert Reports

Scientific post‑campaign evaluations across Media Psychology, Consumer Psychology, and Cognitive Neuroscience.

Expert Report #1

Media Psychologist Report: Sentiment Distribution Across Touchpoints

Positive Trust & Advocacy

74.2%

Comments acknowledging honesty regarding milk rejection.

Curiosity & Verification

18.5%

Queries regarding QR batch reports and testing standards.

Residual Skepticism

7.3%

General category skepticism and verification requests.

Expert Report #2

Overall Consumer Psychology Report: Predicted vs. Realized Perception

Predicted Psychological Drivers

1. Anxious Guardian Parent: Seeking reassurance regarding invisible health hazards (antibiotics, hormones).

2. Skeptical Rationalist: Demanding auditable proof over standard marketing claims.

3. Ethical Watchdog: Evaluating fair treatment of farmers and livestock.

Realized Perception Shift

Cognitive Reframing: Successfully re‑framed rejected milk from an operational defect into active child protection.

Reduction of Food Anxiety: Replacing abstract claims with 45+ daily testing parameters reduced anxiety.

Psychological Assessment Techniques Employed:

1. Semantic Sentiment Clustering: Categorized audience comment themes into core psychological persona drivers.
2. Qualitative Narrative Analysis: Evaluated user responses across Instagram, LinkedIn, afaqs!, and Social Samosa.
3. Behavioral Intent Modeling: Correlated video watch completion with save/share behavior to measure trust encoding.
Expert Report #3

Cognitive Neuroscience Report: Threat‑Reward Loop & Attention Pacing

Predicted Neurological Triggers

1. Amygdala Activation (Act 1): Opening playground conflict designed to trigger immediate Cortisol spikes, breaking passive feed scrolling.

2. Auditory Mirror Neurons: Breath‑synced percussive silence designed to heighten sensory focus.

3. Dopamine Reward Loop (Act 3): Transitioning to clean lab optics and the SMS chime to establish trust encoding.

Realized Neurological Attention

210% Watch Time Increase (16.0s vs 5.17s): Demonstrates that the initial conflict hook reduced standard 3‑second drop‑off.

Breath‑Sync Retention: Pacing sustained viewing engagement across the long‑form narrative.

Neuroscience Assessment Techniques Employed:

1. Frame Retention Tracing: Correlated drop‑off timestamps with audio transitions (breath sync vs percussive silence).
2. Micro‑Emotional FACS Codification: Analyzed audience reactions during the opening conflict sequence.
3. Attention Indexing: Measured 3‑second hook retention against visual lighting transitions.
Interactive Strategic Executive Snapshot

07. Campaign Snapshot: Line‑Item Promises vs Realized Outcomes

Collated Phase 1 & Phase 2 metric‑by‑metric evaluation contrasting initial target predictions against actual campaign execution.

Line Item #1 • Paid Campaign Reach

Top-of-Funnel Brand Impressions & Reach (Phase 1 + 2 Collated)

Promised Target2,000,000 ReachTarget prediction for total paid distribution
Realized Outcome3,595,326 Reach / 4.68M Imp99.50% Non-follower collated distribution
Performance Variance+79.8% ExceededCreative resonance drove organic virality multiplier
Line Item #2 • Content Retention & Hook

Average Reel Watch Duration (Phase 1 + 2 Collated)

Promised Target8.0s TargetVs. 5.17s 90-day account baseline
Realized Outcome16.0s Watch TimeCumulative: 2 Days 10 Hours across campaigns
Performance Variance+100% vs Target (+210% vs Baseline)Amygdala threat hook & breath-sync audio retention
Line Item #3 • Cost Efficiency (CPM)

CPM — Cost per 1,000 Impressions (Phase 1 + 2 Collated)

Promised Target₹20.00 CPMCategory benchmark CPM prediction
Realized Outcome₹8.07 CPMCollated Phase 1 & Phase 2 Meta & IG placements
Performance Variance59.6% Lower Cost (Efficiency)High creative relevance score lowered Meta auction floor
Line Item #4 • Video View Efficiency

Cost per ThruPlay (Completed 15s View)

Promised Target₹0.20 TargetIndustry average ThruPlay cost target
Realized Outcome₹0.078 / ThruPlayTop Reels placements delivered ₹0.076 - ₹0.078
Performance Variance61.0% Lower Cost per Full ViewStrong visual narrative sustained viewing interest
Line Item #5 • Audience Retention

3-Second Retention Rate (Beyond 3s View %)

Promised Target25.0% RetentionTarget vs 24.16% 90-day account baseline
Realized Outcome33.5% RetentionCollated across IG Reels (33.4%) and FB Reels (39.5%)
Performance Variance+34.0% Retention GainOpening playground conflict hook prevented feed scroll-past
Line Item #6 • Link Click Efficiency (CPC)

CPC — Cost per External Link Click (Phase 1 + 2 Collated)

Promised Target₹3.50 CPCExpected CPC target for traffic campaigns
Realized Outcome₹1.08 CPC35,047 Total verified link taps / clicks
Performance Variance69.1% Lower Click CostHigh consideration interest drove low-cost click actions
Line Item #7 • Mass Media & PR Distribution

Syndicated Wire Outlets & Mainstream Press Impressions

Promised Target500M Impressions50-100 Regional Wire Outlets Target
Realized Outcome1.15 Billion+ Reach269 Wire Outlets + HT, ET, BS, ABP, Print
Performance Variance+130% Earned Reach Over-DeliveryStrong ESG transparency story picked up across Tier-1 press
Line Item #8 • Performance Media Traffic Architecture

Landing Page Link Routing vs Profile Redirection

Promised TargetDirect Website LP (`/collections/all`)Direct CTA path with Meta pixel attribution
Realized Outcome40,933 IG Profile RedirectsStrong profile exploration & brand interest
Performance VarianceDirect LP Streamlining OpportunityTransitioning from profile discovery to direct-to-product CTA
Line Item #9 • Campaign Architecture & Machine Learning

Media Buying Allocation: Broad Persona AI vs Micro Fragmentation

Promised TargetBroad Targeting + AI Persona SortingMeta algorithm auto-segmentation by creative interest
Realized Outcome20+ Micro-Ad Sets SplitGranular city & placement testing recorded in CSV
Performance VarianceConsolidated CBO ScalingConsolidating micro-budgets into broad Advantage+ pools for Campaign 2.0