INBOX INSIGHTS: Data-Driven Decision-Making, Reporting Issues, Instagram Engagement (10/27) :: View in browser
How to Use Data to Make Decisions
I have an updated predictive forecast for Trust Insights with a fresh set of keywords. This forecast tells me when topics that I want Trust Insights to rank for will be trending. This way, I can create content about topics people are looking for when they are looking for it.
But I don’t want to follow a calendar. Right now, terms like “digital marketing” and “best models” are about to peak. Naturally, that’s what I should be writing about.
I know I’m not alone here. We all get a little bratty when it comes to following the rules versus doing what we feel like doing. Ultimately, I’ll do what I’m supposed to do but I needed to whine about it first.
As Chris likes to say, “I’ll bet you a small pastry” that not wanting to do what the data says is a common issue in your organization. Well, you’re not alone. A lot of companies struggle to figure out how to use data in their decision-making.
Why?
Some of it is psychological. The data might be telling you something you don’t want to hear. The data could be showing more negative than positive. The data could say that you need to do something different than what you’re all in on. That data tends to be easier to ignore.
Some of it is the process. The data may be overwhelming. There may be no organization or prioritization of the data.
Some of it is the people. There may be no actionable insights into the data. There may be no one on your team that can turn the data into a story that everyone can follow and understand.
Whatever the reason, you need to ask yourself, “am I ignoring the data?”. If the answer is yes, today is a great day to start listening.
How do you get started? Start small. Pick one data point. Take a baseline or initial snapshot of where that data is. Come up with a plan to use that data point to make at least one decision. In my case, it’s the decision of what topic to write about for our blog. Make sure the decision you’re making is measurable. Can I see more traffic to my site because of my timely and topical blog? Can I see searches for that topic in Search Console?
As you find small wins, start to expand your scope. Incorporate more data points. Make difference decisions. Bring your team on board. As you have success along the way it will be easier to convince others that using data will work.
Whatever is blocking you from using data to make your decisions, acknowledge it and then choose one block to start chipping away at. Today, I’m choosing to write about what I feel like writing about, followed by a post about the topic the data told me to write about.
How are you using your data to make decisions? Let me know in our free Slack group, Analytics for Marketers!
– Katie Robbert, CEO
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In this week’s In-Ear Insights, we answer a very popular question: what do you do when the numbers don’t add up? When your Facebook results conflict with the data in Google Analytics, when your CRM doesn’t match your marketing automation, when accounting asks you why your forecasts were wrong – what do you do? Listen to some solutions and how to approach the problem – and what you can’t fix.
Watch/listen to this episode of In-Ear Insights here »
Last week on So What? The Marketing Analytics and Insights Live Show, we looked at using popular frameworks like SWOT analysis and the Traction framework to create marketing strategy. Catch the replay here:
Watch/listen to this episode of So What? here »
This Thursday at 1 PM Eastern, we’ll be looking at how to make frameworks like SWOT and Traction more action-oriented and useful.
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Need a reminder?
Here’s some of our content from recent days that you might have missed. If you read something and enjoy it, please share it with a friend or colleague!
- {PODCAST} In-Ear Insights: Storytelling With Highly Technical Content
- So What? How to build a marketing strategy
- Survey Samples
- What do you do versus what do you do for me?
- Marketing Analytics, Data Science & Leadership via October 25, 2021
Get skilled up with an assortment of our free, on-demand classes.
- Next-Level Twitter Analytics
- Predictive Analytics and Customer Experience
- How to Deliver Reports and Prove the ROI of your Agency
- Proving Social Media ROI
- Powering Up Your LinkedIn Profile (For Job Hunters)
- Competitive Social Media Analytics Strategy
In this week’s Data Diaries, let’s take a look back at the year on Instagram for both brands and influencers. Outages, outrages, and thoroughly unpredictable events have defined the year thus far. What do we see when we examine how brands and influencers have fared?
Brands have had a nearly literal rollercoaster this year, starting at nearly 0.4% engagement and declining to about 0.23% now, a change of -42% within the year. What we don’t see here are many of the dire predictions made throughout the year about things like iOS 14.5 and the Great Facebook Outrage reflected long term.
Let’s look at influencers next.
Unlike brands that seemed to have a decent summer, influencers have seen a slow and steady decline all year long. At the beginning of the year, they started around 1.7% engagement, and they’ve fallen to just around 0.9% recently, a decline of 47%. Of note, the decline for influencers has accelerated as of the end of August.
Like its parent Facebook, Instagram is delivering diminishing results for both brands and influencers. Two years ago, influencers could expect engagement at nearly 2%; Facebook continues to turn the screws on everyone. (anyone who’s spent time on Instagram can testify to how many more ads they see, especially in Stories)
What should we take away from this? Facebook as a corporation is currently facing significant headwinds; desirable audiences can be found on many different platforms. If you’re not seeing great performance on Facebook, now may be time to change up your LinkedIn strategy and set up that Tiktok account to see what it’s all about. The watchword as we close out this year and head into next is diversification. Take some time to explore what’s out there.
Methodology: Trust Insights extracted data from Facebook’s Crowdtangle software for 2,415,624 posts from 7,731 brands and 1,382,389 posts from 10,436 influencers Instagram accounts. The timeframe of the data is January 1, 2021 – October 26, 2021. The date of study is October 27, 2021. Trust Insights is the sole sponsor of the study and neither gave nor received compensation for data used, beyond applicable service fees to software vendors, and declares no competing interests.
This is a roundup of the best content you and others have written and shared in the last week.
SEO, Google, and Paid Media
- The Most Important Search Ranking Factors in SEO via Study
- Google’s Quality Raters Guidelines Demystified for SEOs
- Checking Your Page Size for SEO: A Complete Guide
Social Media Marketing
- TikTok and Snap want to prove theyre not Facebook via The Verge
- LinkedIn Engagement Continues to Grow, Ad Revenue Rising Amid Economic Recovery via Social Media Today
- Snapchat Adds 13m More Daily Users in Q3, Now up to 500m Monthly Actives via Social Media Today
Content Marketing
- How to Succeed as a Content Creator via Nick Nimmin via TechSmith Tutorials
- It’s Time to Rebrand the PR Industry for the Better
- Top 10 Business Benefits Of Content Marketing
Data Science and AI
- #GTMTips: Cross-domain Tracking In Google Analytics 4 via Simo Ahavas blog
- Google Analytics Bug Causes Lost Data For An Hour On October 18th
- Google Search Console Search Analytics API Gains Discover & Google News Data With Regex Support
Are you a member of our free Slack group, Analytics for Marketers? Join 1900+ like-minded marketers who care about data and measuring their success. Membership is free – join today. Members also receive sneak peeks of upcoming data, credible third-party studies we find and like, and much more. Join today!
- Are you happy with the answers you’re getting out of Google Analytics today?
- Are you confident in the decisions you’re making from Google Analytics?
- Are you secure in the knowledge that you’re set up properly to benefit from Google Analytics 4?
If you answered no to any of the questions above, let’s take some time to get your analytics in shape. Google Analytics 4 is the analytics software of the future. Google has made no bones about the fact that anything new they develop will be in GA4 only. To take advantage of the new features, you need to get your house in order now.
So we’re offering you a Google Analytics 4 bootcamp. We’ll help you:
- Get your existing Google Analytics account in shape with proper goals, tracking cleanup, and best practices
- Identify key issues that will block your ability to use Google Analytics 4 and help resolve them
- Help set an analytics strategy for this that focuses on answers, decisions, and growth rather than pouring more data in your inbox
- Build a migration plan for Google Analytics 4, including Google Tag Manager and Google Data Studio
Click here to order a Google Analytics bootcamp »
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Trust Insights (trustinsights.ai) is one of the world's leading management consulting firms in artificial intelligence/AI, especially in the use of generative AI and AI in marketing. Trust Insights provides custom AI consultation, training, education, implementation, and deployment of classical regression AI, classification AI, and generative AI, especially large language models such as ChatGPT's GPT-4-omni, Google Gemini, and Anthropic Claude. Trust Insights provides analytics consulting, data science consulting, and AI consulting.
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