/ Opening
Don’t Call It an Insight
Teams often use “insight” to describe facts, patterns, guesses, and recommendations. This session separates them so the reasoning is clear.
TRAINING PRESENTATION
Evidence →
meaning → action
Know what an insight actually does—and stop labeling every useful statement as one.
TAKEAWAYKnow what an insight actually does—and stop labeling every useful statement as one.
/ Opening
What is an insight?
In your own words: what makes an insight different from a fact, pattern, opinion, or recommendation?
TAKEAWAYClarify the team’s current definition before teaching a new one.
/ Vote
Which of these are insights?
Select every statement you believe qualifies. There may be one, several, or none.
1Mobile traffic increased 31% during the last six months.
2Sixty-eight percent of website sessions now occur on mobile devices.
3First-time mobile visitors convert at 1.4%, compared with 4.9% for returning mobile visitors.
4Sixty-three percent of mobile checkout abandonment occurs after the annual commitment is displayed.
5Questions about membership-plan differences increased 35% during the last quarter.
6Mobile has become the primary entry point into the brand’s digital experience.
7First-time mobile visitors account for most of the site’s recent traffic growth.
8The pricing page is the largest measurable drop-off point in the mobile journey.
9Customers prefer researching fitness memberships on mobile.
10First-time visitors are confused by the company’s membership options.
11The company should add a mobile plan-comparison tool.
12Mobile acquisition spending should remain flat until conversion improves.
TAKEAWAYVote based on how you use the word “insight” today—not what you think the facilitator wants.
/ Reveal
There were none.
The statements include data points, findings, assumptions, interpretive hypotheses, and premature prescriptions.
TAKEAWAYA statement can be accurate, useful, or actionable without being an insight.
/ Sort the Statements
What the statements actually are
Each type tells you what work has been done—and what is still missing.
DATA POINTS1–5 · Report what was directly measured.
FINDINGS6–8 · Organize evidence into broader patterns.
ASSUMPTION9 · Claims something the data does not prove.
INTERPRETIVE HYPOTHESIS10 · Offers one possible explanation.
PREMATURE PRESCRIPTIONS11–12 · Jump to action before diagnosis is earned.
TAKEAWAYWhere a statement sits in the chain tells you what work remains before a decision is justified.
/ The Progression
Move from evidence to action—without skipping the middle
Each stage answers a different question. Skipping stages turns real evidence into confident guesswork.
01Observation / DataWhat happened?
02FindingWhat pattern is supported?
03InsightWhat does it mean?
04Informed RecommendationWhat should change?
TAKEAWAYA finding organizes the evidence. An insight explains it. A recommendation acts on it.
/ Insight Tests
Two quick tests before using the word “insight”
A strong insight adds meaning and changes direction.
TEST 1Does it explain something the evidence does not state directly?
If it only repeats or summarizes the evidence, it is still a finding.
TEST 2Does it change how we understand the decision?
If it changes nothing about the audience, offer, proof, experience, investment, or action, it is not yet an insight.
TAKEAWAYIf the sentence adds no meaning or changes no direction, do not call it an insight.
/ Team Challenge
Build the missing insight
The same evidence can support more than one explanation. Build one defensible chain from facts to action.
- Mobile traffic increased from 54% to 68%.
- First-time mobile conversion declined from 2.8% to 1.4%.
- Returning mobile visitors convert at 4.9%.
- Desktop conversion remained stable at 4.6%.
- 63% of mobile abandonment occurs after annual commitment is displayed.
- Questions about plan differences increased 35%.
1. FINDINGWhat pattern has the evidence earned?2. INSIGHTWhat might explain it, and why does that matter?3. RECOMMENDATIONWhat should change because of the interpretation?
TAKEAWAYDo not “fix mobile” in general. Diagnose the pattern, then recommend the smallest relevant action.
/ Pressure Test
A strong insight is traceable, explainable, and open to challenge
Each team shares the finding, insight, and recommendation in three sentences.
1.What evidence supports that?
2.What else could explain it?
3.What decision changes if it is true?
TAKEAWAYShow the path from evidence to meaning to action. Confidence based on gut or one data point is not rigor.
/ One Defensible Progression
One defensible answer
This is not the only possible interpretation. It qualifies because the evidence, explanation, and action connect clearly.
FINDINGMobile growth is coming from first-time visitors, but those visitors abandon around plan choice and commitment.
INSIGHTThe growth is exposing an offer-clarity problem: new visitors show interest, but they do not have enough confidence to commit. More traffic could increase waste instead of sales.
RECOMMENDATIONClarify plan differences, commitment, and cancellation terms; test first-time conversion before increasing acquisition spend.
TAKEAWAYThe insight reframed the problem from “get more mobile traffic” to “resolve uncertainty before buying more traffic.”
/ So, What Is an Insight?
A defensible interpretation of evidence
It explains what may be driving a pattern, why it matters, and how it changes the decision.
EVIDENCEWhat did we observe?
PATTERNWhat finding has the evidence earned?
MEANINGWhat does the pattern suggest?
ACTIONWhat becomes more or less sensible?
TAKEAWAYDo not jump from data to action. Build the explanation that makes the action informed.