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How Eureka Forbes Genrated Qualified leads and boosted their sales conversion by 60% using Adoroi mScience
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Agile.Effective.Innovative. AI driven never before available Marketing analytics for the data hungry marketers Presented at IIM Lucknow www.adoroi.com 2018 Sales deck
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Research Objectives Client: Need to gauge effectiveness of the advertising campaign of Aquaguard water purifiers Need to predict ad performance for a given combination of ad insertion parameters Enable fine-tuning for optimizing Ad-spends Use of Claude Hopkins Scientific Advertising Principals to create High Impact Advertisements
Ad Track Methodology ... How? Copy 2 Copy 1 AdoRoi puts trackable codes on the ad copies
Data Collected for each insertion Media Vehicle Name Language Appear Date Page no Color/B&W Ad-position Size language of Ad Competition in Page/Media Leads TOI, Hindu etc English, Hindi, Gujarati etc mm/dd/yyyy Page no Color/B&W Left/Right/Top/bottom/Center Small/Medium/Large Language used in Insertion If competition insertion on same page/media Vehicle Leads attributable to insertion
Data Analysis Literature: Tellis et al 2000, Chandy et al 2001 Correlation Analysis How lead generation is affected by creative parameters, each of them taken independently? Regression Analysis How lead generation is affected by creative parameters of the insertions in a cumulative way assuming all these factors act additively?
Correlation Analysis Results Medium insertions > Large insertions. Insertions @ bottom << Other positions. Competition ~ No Competition Regional media > English media Regional language > Regional + English >> English
Regression Analysis Dependent variable(Leads generated) in counts Considerable cases of zero leads Zero Inflated Poisson Regression used Regional Newspapers have a lead generation rate 40 % higher than English Newspapers ceterus paribus Competition in same newspaper reduces lead generation rate by 14% ceterus paribus
Impact Actionable inputs given to the firm based on the analysis. Telephonic survey of the 147 branch managers conducted. 1/3rdof the respondents reported a lead conversion is over 60%!!! Average Conversion rate of 55% 10 % 15 % 21 % 18 % 36 % <20% 60-79% 20-39% >80% 40-59%
Research & Analysis Track leads unto sales conversion CRM integration Lead updation by sales executives Ethnographic observations of respondents Real time levers for an on going campaign Other methods of analysis for better insights like Market Mix Modeling & Social Graph Integration
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