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thekramer.jpg. thekramer.jpg. Don’t Fear the Research. (Or, How to Avoid Drinking Your Own Kool-Aid). Research: Pain, panacea or practical tool?. Why don’t we use research to validate assumptions?. Too expensive. Takes too much time. Tried it before and results weren’t actionable.
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thekramer.jpg thekramer.jpg Don’t Fear the Research (Or, How to Avoid Drinking Your Own Kool-Aid)
Research: Pain, panacea or practical tool? Why don’t we use research to validate assumptions? • Too expensive. • Takes too much time. • Tried it before and results weren’t actionable. • Tried it before and we didn’t like the results. www.londonink.com
Today’s Agenda • What are bad assumptions and where do they come from? • Crafting your assumptions (before or after the fact). • Rich, fast and cheap sources of raw data. • Sticking up for traditional research. www.londonink.com
Bob London’s Background $150M London,Ink LLC $6M Garden Variety Internet Start-Up $2M London,Ink LLC $75.00 www.londonink.com
First Rule: Its about business, not research • Data points are a means to an end: Growing the business. • Research should have an ROI (revenue increase and/or operational savings) • Actionable, relevant. • Two people should each spend at least 5 hours a week on intelligence, data gathering and analysis. London,Ink Jargon Watch www.londonink.com
What are bad assumptions and where do they come from? www.londonink.com
Flawed Assumptions: They’re everywhere. www.londonink.com
Welcome to the Bad Business Assumption Hall of Fame • We have no competition! • Our technology is disruptive…and that’s an advantage for us! • The collect calling market is ripe for competition. (c. 1992) • This $45 billion merger will yield cost-savings, revenue growth and other synergies. It’s is a win-win-win for us, our customers and investors! • Brick and mortar retailers are dead. • The world needs a better search engine. (c. 1999) • Consumers will pay $23.95 for monthly dial-up internet service forever. • We can sell 1M Internet screen phones by 2001. (c. 2000) • We can tinker with our soda formula, then market it as “new” and sell even more! • The key to our success is to go for market share vs. profitability. (c. 1999) • People will pay for a monthly broadband content service on top of their monthly broadband access fee. www.londonink.com
Where do bad assumptions come from? • The “Steinbrenner” (a/k/a cram-down) • The “Emperor’s new clothes” • The “Pull” (as in where did you pull that one out of?) • The “Gartner/Forrester/Yankee said it so it must be true” • The “I Googled it last year but can’t find it now” • The “Our investors have already blessed it” (or “Our investors suggested it”) • The “I found it in a research report…from 1997” • The “Back of the envelope, placeholder, guesstimate, for planning purposes only assumption that just sort of got accepted” www.londonink.com
Impact of bad assumptions: Longer Meetings • Missed Objectives • Credibility • Morale • Operational Performance • Churn Side-Benefit: Solid data points can shorten endless meetings www.londonink.com
Triangulation vs. strangulation Primary and Secondary Research Friends & Family Investors Reasonable assumptions Advisors More Investors Investors’ Friends & Family Cab Drivers First Hand Experience (Lessons Learned) Competitors, Substitutes & Alternatives Separate fact from opinion. Arm yourself with data points before opinion takes root. www.londonink.com
Market Sizing: Use both top down & bottom upmethods Add up the known players (market share) Use reputable segment estimates www.londonink.com
How to avoid self-think and group-think The yes person The questioner The skeptic The group-thinker The advisor The consultant Stop guessing Be a questioner and hire questionersYour diverse team should keep you honest Put candid outsiders on your board of advisorsAnd tell them you want their input and feedback. Be conservative: you have everything to gain Always remember: we filter everything based on our own background and experiences www.londonink.com
Best Practices • Don’t start the justification process with the answer. • Maintain Continuous Curiosity. • Don’t discount any feedback immediately. • Stay in your customers’ shoes. And promote others who follow suit. • Customer name tag on your desk or wall • Name conference rooms after customers www.londonink.com
Public • Internal • Just a Phone Call Away Rich Sources of Data
Information ViscosityPublic information is cheap, accessible and fast • What are your competitors’ customers saying about them? • What are your customers saying about you? Research the pain points, i.e. customer churn rate, not just Company XYZ. • Blogosphere • Clusty.com • Yahoo Video • Analysts and reporters • Patent Databases “Server-Diving” • yourcompetitor.com/careers • Customer list • Speeches, interviews • What shows are they sponsoring? • What Google Adwords are they using? www.londonink.com
In-House Data: Lessons Learned • Sales pipeline reports • Churn/disconnect reports • Win/Loss • Bandwidth hogs • One-offs • Clicks per FAQ Failure is data too. www.londonink.com
When’s the last time you… Data that’s just a phone call away Rolodex Research: Friendly, meetings with prospects • Asked a customer for a critique of your product or service? • Took a customer to lunch without trying to sell them something? • “I’m looking for some feedback” vs. • “I want to sell you something” • Everyone loves to be asked their opinion, especially in their area of expertise. “Day in the life” of your customer. www.londonink.com
Various types of research • Market Sizing/Growth • Target Definition/Segmentation • Product/Pricing • Customer Experience • Positioning/Messaging • Due Dilligence Best done following secondary research. www.londonink.com
Research ROI Case Study #1: Quantitative Market Study • Service revenue growth falling well short of plan over 10 quarters. • Invested $80,000 and 8 weeks in definitive market study • Goal to evaluate (not validate) market and offerings. • Findings: • No real customer pain point. • While intuitively valuable to the company, service had no commercial appeal. • Results: • EOL’d business costing $3M + $800K Capex annually. • 12-Month Research ROI: 47:1 www.londonink.com
Research Case Study #2: Qualitative Testing • MCI Friends & Family Outbound Telemarketing • 150 live test calls to real consumers • Management used test scripts • Results/benefits: • Gauged and documented various reactions to product • Refined pitch until it worked • Provided input to product team • Built internal confidence www.londonink.com
Research Case Study #3: Simple Business Case Analysis • e-Commerce Start-Up Serving B-to-C market. • Revenue Model: Affiliate with e-tail sites and capture a small % of purchase price. • Gut Assumption: Breakthrough in convenient customer experience plus volume will generate rapid revenue growth. • Research: Revisited business plan to challenge assumptions. • Flaw: To become just a $30M business, every U.S. household (90M+) would have to purchase $3,500 worth of goods from this company each year for 5 years. • Result: Find new job. www.londonink.com
Data Sources & Tools • Purchased lists • Existing customers • Your Marketing database • Quantitative phone or Web • Focus Groups: $10K per evening www.londonink.com
Actionable data • Clear • Interpretable • Margin for error • Risk of implementing • Top down push www.londonink.com
Got it. Now where do I start? • Plan/Goal • What are your biggest information gaps or operational challenges? • Ownership • Take it on or assign a clear owner. • Scope of Activity • Is this a one-time push, an ongoing program or both? • Must-Do’s • Sanity check on business plan • Customer interviews • Competitive/substitute/alternative value analysis • Secondary Web research • Resources • Do we need specialized resources or do we have expertise in-house? www.londonink.com
Don’t start the justification process with the answer. • Don’t discount any feedback immediately. • Stay in your customers’ shoes. And promote others who follow suit. • DIY and empower a team member • Both should spend at least 5 solid hours per week on intelligence and data gathering Don’t Fear the Research