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Backed by data from Google, BrightLocal, Backlinko & Indian market research
Component 1 โ Visibility Loss:
Monthly local searches ร (Top-3 CTR โ Current CTR) ร Visit rate ร Purchase rate ร Avg ticket ร Locations
We use city-tier-adjusted local search volumes (Tier 1: ~8,000, Tier 2: ~4,500, Tier 3: ~1,800 monthly searches per category). Top-3 Map Pack captures ~44% of clicks (Backlinko 2024), while positions 4-10 capture ~8%. Visit rate: 76% within 24 hours (Google). Purchase rate: 20% (conservative, from Google's 28% benchmark). A realism factor of 0.40 is applied.
Component 2 โ Conversion Loss:
Monthly customers ร Conversion drag coefficient ร Avg ticket ร Locations
Conversion drag is based on your current rating vs. an optimized 4.5โ profile. Research shows each star improvement drives a 5-9% revenue lift (Harvard Business School). Profiles with photos get 35-42% more engagement (Google). We use conservative coefficients: 30% drag for sub-3.5โ ratings down to 3% for 4.5โ + profiles.
Multi-location amplification: Chains with 3+ locations get a 1.15ร multiplier reflecting the brand-prominence advantage in local search (multi-location brands hold 33.4% of competitive Map Pack slots โ SOCi 2024).
Caps: Single-location Tier 1 capped at โน3,00,000/month, Tier 3 at โน1,00,000/month. Floor: โน15,000/month. These ensure credible, defensible outputs.
All data sourced from Google, Backlinko, BrightLocal, Whitespark, Justdial, StatCounter, and Harvard Business School. Indian ticket-size benchmarks from industry reports by Deloitte, FranchiseBAZAR, SMERGERS, and Retailers Association of India.
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