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Sample Customer Datamining / "MarketLeader" Package Report:
This sample report is based off an actual report developed by the B2B Marketing Guide. All names and some specific data has been changed for confidentiality reasons, but the report is an accurate representation of what you can expect to receive with the "MarketLeader" package. The following report is typical, but each company has it's own unique situation that would affect the final format of this document and the areas/issues addressed. Important exhibits for this sample report The range of applications for Hytek’s line of control units is very broad, ranging from submersible pumps to pizza ovens. Profit margins and contribution margins are similar for all of their products and in all the industries they serve, so the company’s general philosophy on sales is to sell any product they have to whoever wants it. This “shotgun” sales approach has resulted in sales to more than 750 O.E.M.’s in the past 18 months, with about 10% of these customers providing 90% of the total sales. The company’s sales effort is typical of most small industrial manufacturers, and consists of a small team of direct sales reps calling on distributors and past customers. A few cold calls are also made to try to locate new business, and trade shows and a small advertising budget also bring in some new leads that need to be followed up on. Sales had been rather flat until the last couple years when they started to increase slightly. The company has been undergoing a change in leadership over the past few years, with the original owners retiring to a seat on the board instead of active management. The new management is not content with the small sales gains being achieved and is looking for a way to boost sales significantly. They know they make a very high quality, competitive product and they have an excellent reputation in the industry. The new V.P. of Sales and Marketing believes that the company is not reaching the right audience, but he is having a difficult time trying to identify what the right audience is, as well as how to reach them if he knew. Identifying the Target Market / Customer Profiling Hytek’s marketing database was in better shape than many small industrial companies, since they had recently made a focused effort to get it cleaned up. Since the company only wants to sell to OEMs, all non-OEM customers were filtered out of the database that was sent to the B2B Marketing Guide (Hytek also sells individual units for replacement and inventory stocking to end users). This database of OEM
customers included accounting information (sales) for the total dollar amount of purchases for each OEM for the past 18 months. 529 records were matched by the B2B Marketing Guide's software (a respectable 70.1%
match), providing a good statistical sample of Hytek’s past OEM customers. Hytek’s records were appended to add critical information about these companies, including their annual sales, number of employees, SIC codes, corporate structure, age, location, etc. Analyzing this data revealed the following: a) The shotgun sales approach is creating a lack of dominance in any SIC code categories or in any specific locations (evaluating by either states or metropolitan areas). However, some SIC codes are high enough to be considered promising, including some industries (like printing trades machinery) that was not mentioned on the pre-analysis questionnaire as an area of focus. b) The size of Hytek’s customers, based on annual sales and number of employees, is much smaller than the company anticipated. This indicates that Hytek is either not attracting or not aggressively pursuing the larger companies where volumes and overall sales could be higher. c) Over 80% of the companies analyzed are privately held firms. d) The biggest surprise is in the area of company age. The majority of Hytek’s customers are companies older than 11 years and a very high percentage are actually over 21 years old. This suggests that Hytek is either not attracting or not aggressively pursuing younger companies that are looking for long-term suppliers to fuel their rapid growth curves. The above information leads to a good profile of Hytek’s overall / average OEM customer, and this profile was then compared to the “Best OEM Customer” profile. "Best customers" were determined simply on a dollar amount of sales basis. Every customer that had purchased more than $10,000 worth of Hytek’s products in the past 18 months was filtered out of the general population list, and a separate analysis was performed on them. This best customer list consists of only 68 companies and represents only 9% of the entire OEM customer list. The analysis on this list revealed the following: a) The SIC codes and geographic locations are still quite scattered, but there are many similarities to the overall customer list. A few new / different SIC codes appear in this analysis that look very promising, including several codes that have more than 3 companies each. The
following is a brief summary of some of these codes, with a comparison of how the same code ranked in the general analysis. b) Annual sales and the number of employees highlight the fact that the companies on the best customer list are considerably larger. For instance, the $24.9 to $249.9 million category increases from 6.7% to 19.2% of the list. c) A similar percentage of companies are privately held, but several of the highest revenue generating companies on the list are public. d) Again, the big surprise is in the area of company age, but this time the surprise goes the other direction. The number of companies on the best customer list that are 5 years old or less increases from 14.2% to 26.5%. In addition, this analysis shows that
the average purchase of companies in the 5 years old or less category is $58,495, compared to only $31,472 for companies older than 5 years. It is very clear that these younger companies have a better chance of producing higher sales volumes. The Ideal Customer ProfileBy comparing the best customer analysis and the general population analysis, and considering the problems and opportunities identified in these analyses, we can develop an accurate “Ideal Customer Profile". Hytek’s ideal target customer looks like the following: 1) 10 years old or less 2) 5 to 499 employees at the individual plant 3) $2.5 to 99.9 million in annual sales 4) Located in the top 13 dominant states (IN, MI, CA, NJ, PA, OH, 5) SIC codes are based on the top SIC codes identified in the best customer analysis that The strategy here is to focus on proven areas of expertise, before expending resources to learn and develop products for new industries. 6) Private or public companies Market Potential and Market Penetration
Based on the Ideal Customer Profile developed, the market potential and market penetration can be determined for the entire market as well as some specific, dominant SIC code markets. This report is summarized as follows: SIC #3589, Service Industry Machinery (8-digit codes): Potential = 89 Companies Penetration = 5.62% (= 5 / 89) SIC #3523, Farm Machinery and Equipment (8-digit codes): Potential = 17 Companies Penetration = 23.53% (= 4 / 17) SIC #3535, Conveyors and Conveying Equipment (8-digit codes): Potential = 246 Companies Penetration = 1.63% (= 4 / 246) SIC #3821, Laboratory Apparatus and Furniture (8-digit codes): Potential = 64 Companies Penetration = 6.25% (= 4 / 64) SIC #5084, Industrial Machinery and Equipment (8-digit codes): Potential = 348 Companies Penetration = .86% (= 3 / 348) Top 5 SIC Codes (above), 3589, 3523, 3535, 3821, 5084 Potential = 764 Companies Penetration = 2.62% (= 20 / 764) RecommendationsThe information compiled and analyzed for this report allows Hytek to understand exactly what their ideal market is, and where problems exist in their current sales and marketing effort. The work done so far is extremely valuable and has provided Hytek some insight that they have never had before. Now, this information must be used to improve the effectiveness and efficiency of the sales and marketing process. It is clear from this analysis, that Hytek Controls has barely begun to penetrate the potential markets that exist for its products, so a strategy must be developed to target and attract these new companies. The key to this strategy are very focused mailings and outbound calling campaigns to reach these new potential customers. 2) Verify the marketing message, corporate image, and company capabilities.
3) Evaluate and implement a reinforcing advertising and PR plan. Additional Services Offered by the
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