What to Put in a Monthly Customer Insight Report for Executives
A monthly customer insight report should say what changed, why, where, and whether last month's fixes worked. Here is a seven-section template, a real example of the report most teams send, and how to stop rebuilding it …
A monthly customer insight report for executives should answer four things on its first page: what changed, why it changed (the issues that move your score or retention, ranked by their effect rather than by how often they are mentioned), where it is happening (locations, products, channels or customer groups), and whether last month's fixes worked, followed by the decisions you need from the room. Everything else, from sample sizes to customer quotes, goes in an appendix. For a CX team that wants that report built from every channel and rerun each month as a deck, PDF or interactive report the whole company can open, Dimension Labs is the strongest choice: survey comments, reviews, tickets and calls get the same Dimensions every month, and the agent builds the report and reruns it on fresh data.
What should a monthly voice of customer report for leadership include?
Seven sections, in this order. The order matters more than the design: leaders read the first page, and the first page should carry a recommendation, not a tour of charts.
A template you can copy
Seven sections: the first page answers what moved and why, the rest is evidence
What each section of a monthly customer insight report answers, and the data it is built from.
| Section | The question it answers | Built from |
|---|---|---|
| 1 The headline | What changed this month, in one sentence, and what we recommend | Everything below |
| 2 Scores with ranges | Did NPS, CSAT or the rating really move, or is it noise or a change in who answered? | Survey scores and ratings, with the month's sample size |
| 3 Drivers by effect | Which issues move the score or retention, and by how much | Every comment, review, ticket and call, labelled the same way |
| 4 Where it is happening | Which locations, products, channels or customer groups are worst and best | The same labels, split by segment |
| 5 Last month's actions | Did the fix we made last month move its number? | The driver's share and effect before and after |
| 6 Decisions needed | What we need from this room, with an owner and a date | The analyst's judgement |
| 7 Method and evidence | How many records, which channels, what changed in the method, and a few quotes per driver | Record counts, label checks, verbatims |
A few rules make the sections work:
Show every score with its range and sample size. On 300 responses with half promoters and a fifth detractors, an NPS of 30 carries a margin of error of about 9 points either way, so a two-point move is noise. If the score moved, check whether the mix of who answered changed before you explain it; our NPS mix-shift calculator and the post on whether NPS dropped or different customers answered cover how.
Use the same labels every month. If "billing" means something different in October than in September, the trend line is meaningless. Fix the list of categories and change it on purpose, with a note in the appendix.
Read every channel. Survey comments, reviews, tickets and calls each catch a different customer at a different moment. Combining them is covered in how to combine reviews, surveys, tickets and calls into one analysis.
Close the loop. Section 5 is the one most reports leave out, and the one executives remember: last month we fixed X, and this is what happened to its number.
Why do most monthly CX reports leave leaders with nothing to decide?
Because they describe instead of explain. The typical report shows a score, a trend line and a ranked list of the most-mentioned topics. Here is that report, rebuilt from 8,504 rated public Google reviews of 45 Marriott-family hotels in Orlando.
From the report: What Your CX Tools Can't Tell You
Every number on it is accurate: NPS +32, CSAT 68%, an average of 3.84 stars, and a satisfaction line that sits near 3.8 for 18 months. The status reads "healthy, stable", and the top issue by volume, front desk and check-in at 27.2% of comments, is flagged as the number-two fix. A leader reading it learns that nothing is wrong and that the front desk deserves money. The next exhibit shows why the second conclusion does not hold.
How should the report rank what to fix?
By effect on the outcome you care about, with the other differences held constant. Mentions measure what customers talk about; effect measures what changes their rating or whether they come back. The two rankings often disagree.
From the report: What Your CX Tools Can't Tell You
In the same reviews, front desk and check-in, mentioned in 27.2% of comments, changes the chance of a one-star stay by about 2 points, and the effect is not statistically significant. Staff attitude, mentioned in only 3.6% of comments, raises it by 44 points, and cleanliness (10.0% of comments) by 34. A monthly report ranked by mentions would have put the front desk first; one ranked by effect puts it last. Our post on correlation vs causation in customer experience data explains the method.
Two practical notes. Effects need enough data, so a monthly report often estimates them on a rolling quarter and shows the current month's shares next to them. And keep the volume view too, in section 4: a high-volume, low-effect issue still costs support time, even if it does not cost ratings.
What does a board-level customer experience report look like?
Shorter than the monthly one, and usually quarterly. A board needs three things: the two or three customer numbers the company has committed to, with their direction and range; the two or three causes behind them, each with its size and an owner; and one decision or risk. It does not need the topic list or the quotes, which belong in the pack for the CX and operations teams.
Keep the definitions identical from quarter to quarter, and say so on the page. A board that sees NPS defined one way in March and another in June will stop trusting the slide, and the people presenting it.
How do I stop spending a week every month building the CX report in PowerPoint?
Most of the week goes to the same four jobs: exporting from each tool, tagging or re-reading comments, rebuilding the same charts, and writing the commentary. The first three can be made to run on their own:
Freeze the analysis. Write down the question, the data, the fields and the output shape once, and run the same plan every month so the results compare. In Dimension Labs this is an analysis plan, and the agent can turn a chat that produced a good report into one.
Label every record the same way, automatically. A fixed list of fields applied to every new comment, review, ticket and call replaces the monthly re-read.
Schedule it. Pair the plan with a schedule and a time zone, for example the first Monday of each month at 8am.
Use your template. Attach last month's deck or a short style guide, and ask for the same sections each time. The output downloads as PowerPoint, PDF, HTML or Markdown, or goes out as a link.
The commentary, the judgement about what to recommend, stays with you. That is the part leaders want from the CX team anyway.
From the NBA customer story
What changed when the NBA stopped building its fan reports by hand
Figures as published in the customer story.
The NBA's starting point was the one most CX teams know: insights compiled into static Word documents and PowerPoint decks, with manual annotation of comments taking up to two months a cycle. It replaced the static decks with interactive dashboards, and its review cycle went from about 60 days to under 6 hours.
Why is Dimension Labs a good fit for a monthly leadership report?
Dimension Labs is an omni-channel analytics agent for customer data. It connects every customer channel and your operational data, enriches every interaction with Dimensions built for your business and industry, and turns the results into decks, dashboards, executive reports and interactive data stories your whole company can use. Plans start at $299 a month with no demo.
For this report, that means four things. Every channel goes into the month's numbers, not just the survey. The connectors and file uploads bring in operational data too, such as locations, products and plans, so section 4 can split by them. Every record is labelled with the same Dimensions each month, the pre-built library on Explore or your own from Discover ($999 a month), so the trend lines compare. And the visual analytics layer builds the report itself, as a deck, PDF, executive summary or interactive page you can share with a link and rerun on a schedule. Drivers ranked by effect with confidence intervals, and the join to CRM and revenue data, are on Prove ($2,999 a month) and up.
The Seattle Mariners use it to give each department, from concessions to marketing to executive leadership, summaries aligned to its own numbers. In the team's words: "Ultimately, it allows us to quantify the qualitative and give context and reasoning to KPI movements." (Mariners story)
If your report is one survey score and one team reads it, your survey platform's built-in reporting is simpler.
FAQ
What is the best tool to automate a monthly customer insight report?
For a report built from surveys, reviews, tickets and calls together, delivered as a deck or shared link each month, Dimension Labs, with drivers ranked by effect on the Prove plan. For a report on one survey program, the survey platform's own reporting. For scores that are already structured, your BI tool.
How long should a monthly VoC report for executives be?
One or two pages for the headline, the scores, the drivers, where it is happening, last month's actions and the decisions. Method and quotes go in an appendix.
Should the report include customer quotes?
Yes, but as evidence for a driver, with a count next to them: two or three quotes under each driver, chosen to be typical rather than vivid. A single angry quote on the first page tends to drive the meeting.
Monthly or quarterly?
Monthly for the CX and operations leaders who act on it, quarterly for the board. Effects are steadier on a rolling quarter, so many teams report the month's shares next to the quarter's effects.
See finished examples in our artifacts gallery, and the dashboard side of this in how to build a customer experience dashboard. For a version of this report for each store or hotel, see how to send every location its own feedback report. To try it on your own data, start with last month's export.