Has an Executive Sponsor Got Your Back?
- Without executive sponsorship it’s hard to overcome organizational inertia
- Senior executive should within a key stakeholder group for WA (e.g. ecommerce, marketing, etc)
- They should have enough power and influence
- Depending on the WA maturity the sponsor executive may vary (tactical to strategic)
- Executive sponsor responsibilities
- Align WA program with corporate strategy
- Protecting the WA team from other initiatives/corporate politics
- Solving problems like budget constraints
- Promoting the success of the WA program
- Effective executive sponsor should be committed and involved
Online Accountability: Are You Data-Driven or Merely Data-Informed?
- Without accountability your organization is just data-informed
- Establish clear goals
- Regularly talk about the performances
- Give feedback and maybe rewards – can be adversarial
- Accounting should start at the top. Lead by example
- Expand beyond web KPIs
Soft vs Hard Bounces: A Closer Look at Bounce Rate
- Hard bounce rate = Bounce Rate on new visitors
- Soft bounce rate = Bounce Rate on returning visitors
Switching to a Data-Driven Culture
- You have appeal to the rational and emotional sides
- Sometimes resistance is lack of clarity
- Laziness can be exhaustion
- Look at what works well instead of was is not working well – easier to promote
- Provide actions that have to be taken to change
- What does this mean for the near future?
- Surprise people – testing stuff is a great tool
- Try to achieve lots of small goals instead of one big one
- See failures in execution as learning not as failing
- Provide a data-driven environment
- Build habits – repeat, repeat, repeat
- Provide workshops for homogeneous groups
Five Times to Test: 4 — When you spot an opportunity in your analytics
- Often hypotheses drive testing
- But you can generate hypotheses with analytics
- They took the ~50 top-selling products and plotter conversion rate and avg. selling price
- Look for outliers
- Positive outliers: try to promote them more prominently
- Negative outliers: Check at least the page – is it broken? No content?
Is Your Data-Driven Organization Heading into a Lake?
- Data should inform and shape not dictate or control
- It’s like science: intuition helps to understand and inspire, data helps to check and reject
- It helps you question your assumptions
- Data-informed: nice to know this information
- Data-driven: acting on the information
Are You Using Web Analytics To Power & Improve Your Testing?
- Don’t test randomly, test with hypotheses
- Benefits of WA:
- Helps you to understand your testing efforts in context
- Helps you to prioritize testing areas
- Helps you to improve your decision maing
- Provides insights that help you to make even better tests
- Things you should do:
- Analyze your conversion funnels
- Start higher up the funnel (note: in contrast to previous article)
- Check your top landing pages that have high bounce rates
- Check heat maps for your testing pages – what is the customer intent?
- Set alerts for new highly visited pages
- Improve your test plans with analytics insights
- WAs and testing people should work together
Never a Failed Test
- Testing is a long-term strategy
- Does every test answer a clear business question?
- Do you know before the test what you do, depending on the results, afterwards?
- Negative lift is even good lift – you learned something!
- Do you think testing is valuable or risky?
- Do you have to hit the big wins? – This can interfere with your learning ambitions
Why we do what we do: Garbage in and Garbage Out — Congruence Bias
- “the tendency to test hypotheses exclusively through direct testing, in contrast to tests of possible alternative hypotheses”
- Example: Hypotheses: Button 1 opens the door, not Button 2; Test: Just press Button 1 and check if it opens the door
- In web testing: Test picture against no picture, or CTA against no CTA
- It’s easy to get big results but not great answers
Great summary/overview: Digital Governance: Best Practices from the Trenches
Another reading session. This time it’s the Adobe Digital Marketing Blog. One of the first posts are from the omniture blog which is now that blog.
Getting your daily dose of dashboards?
- “feel good reporting” = long reports nobody reads
- Instead of reading 50 pages, provide fast 30 seconds overviews
- Daily monitoring helps you to fix problems fast
Industry benchmarks: everything you need to know
- Problem with benchmarks: things are measured differently
- Metrics vary between days, geography, etc.
More on conversion benchmarks…
- How should I act based on trends in benchmarks?
- E.g. conversion rate down – what does this mean?
- CTR for emails up – which mails, which basis?
Got Alerts? Don’t let this happen to you!
- Wanted to buy a new graphics card
- While checkout a message said “your shopping cart is empty”
- Check but couldn’t add anything to the shopping cart
- Activate alerts for your most critical metrics!
The Dark Side of A/B Testing: Don’t Make These Two Mistakes!
- Example: New home page with special offers and cleaner design
- 90/10 split test, i.e. 10% to new design
- KPIs: home page conversion rate and revenue per home page visit
- both increased
- Problem: Which helped increasing the KPIs – Clearer design or special offers?
- Solution: Don’t change more than one element on a page – it helps you understand your customer’s behavior
- Alternatively: use MVT
- Example: tested new thing but CV lowered dramatically
- Look at your customers – are the new or old?
- Especially old, frequent customers can be unreceptive to changes
- Solution: Segment your customers, better on RFM metrics
How to Spend Fewer Dollars, Smarter and Faster, during Tight Times
- Search: real-time, easy measurable
- Email marketing: fast, easy measurable
- Online video: expensive but measurable
The Challenges and Value of Digital Marketing Integration
- Customers are
- Better Connected – more information, can easy switch channels
- Bombarded – tons of information
- Empowered – can publish reviews, write on their blog, etc.
- Savvy – higher expectation for relevant and personalized experience
- Harder to track customers on different platforms but possible
User-generated Content and Word of Mouth Marketing
- Conventional marketing
- Intercept – target and expose your message
- Inhibit – make it difficult to compare your product to other
- Isolate – remove all third parties
- Digital marketing
- Attract – create incentives for people to seek you out
- Assist – be helpful and engage with people
- Affiliate – mobilize third parties to become more helpful
- Analyze – find out what’s working and where you can improve
- Not only conversions matter, they rest of the people do too!
Reaching the Individual: Site Surfers Becoming People
- Each visitor is unique
- Provide relevant content if possible
- Understand the behavior of visitors – how can you improve their experience?
- Personalize as much as possible
Don’t Do This! 7 Pitfalls When Deploying Analytics (Part I)
- Neglecting key stakeholders – websites touch all facets of an organization!
- Focusing on tactical requirements – what are your strategic business requirements?
- Believing data equals requirements – don’t ask for KPIs ask for strategic goals
- Having too many KPIs – select these KPIs that are strongly tied with your goal
Don’t Do This! 7 Pitfalls When Deploying Analytics (Part II)
- Get too much into detail – don’t neglect the global picture
- Multiple versions of the truth – there are differences between measurements in tools. Get over it and start looking at trends!
- Isolate yourself – Start teaching how to use analytics and bring power users into your circle for more innovation
- Analytics success is all about building a baseline for performance (your KPI trend), and trying new things to improve on this baseline. That’s it!
How to Make Testing Successful
- Do it right the first time, so you have accurate data
- Start testing the important stuff and act on your findings
- Start with politically easy things first
- Be excited about testing and evangelize
Answers to Practical Questions about Targeting
- Test site elements, content bits, CTA, etc.
- Targeting helps to feel your customer at the right place
- You can practically target everything
- First-time visitor can be targeted by referrer, keyword, time of day, day of week, geography, browser, OS, etc.
Do You Have an Automated Response and Lead Nurturing Program in Place?
- Strategy for lead nurturing / drip marketing
- Send email from your real sales staff with phone number
- Send relevant content for your prospect – e.g. shopping cart abandonment -> send email with reminder; different emails for different industries in a B2B setting
- The timing should be right – first contacts to leads should be within five minutes(!); try emails for longer periods
- Follow up quickly and then back off slowing – don’t spam your prospect
- Automate everything
The Art and Zen of Testing for Success
- Don’t just take lift as a goal
- Start witch question: e.g. should be button be blue or red? Is the navigation on the left or right more effective?
- Try to answer ‘why’
- Advantage: It isn’t about the goal anymore, it’s about insights