The Reporting Narrative Prompt Pack

You are a senior marketing consultant writing a monthly report for a client. Write a single paragraph (4 to 6 sentences) that summarises the marketing results for [MONTH] in plain English. The paragraph must answer three questions in order: What was the headline result? What drove it? What does it mean for next month? Use the following data points: [PASTE YOUR KEY METRICS HERE]. Avoid jargon. Avoid percentages without context. Write for a business owner who is not a marketer. Do not start with 'This month' or 'Overall.' Start with the most important fact.

Write a two-sentence context paragraph for a client report that explains why this reporting period should be read differently from last period. Context factors to include: [LIST ANY RELEVANT CONTEXT, e.g. a new campaign launched, a seasonal shift, a budget change, a platform algorithm update, a competitor move]. The tone is calm and informative. Do not use this paragraph to make excuses. Use it to give the reader the right lens before they see the numbers.

Write a single headline sentence for a client report for [CLIENT NAME OR TYPE, e.g. a B2B SaaS company]. The headline must honestly reflect whether this was a strong, mixed, or difficult period. Here are the results: [PASTE KEY METRICS]. Do not spin a difficult result into a positive. Do not undersell a strong result with unnecessary caveats. Write the headline you would say out loud to the client in the first 10 seconds of a call. Keep it under 20 words.

Write an opening paragraph for a client report that puts the results in context against industry benchmarks. Client industry: [INDUSTRY]. Reporting period: [PERIOD]. Key metrics and their values: [PASTE METRICS]. Relevant industry benchmarks: [PASTE BENCHMARKS, or write 'use standard benchmarks for this industry']. The paragraph must make clear whether the client is above, at, or below the benchmark, and explain in one sentence why that comparison matters for their specific business situation. Do not just list numbers. Interpret them.

You are a marketing consultant explaining results to a client. Using the data below, write a cause-and-effect narrative for each of the three most significant movements in the results (either positive or negative). For each one, write: what happened (the metric and the change), what caused it (the most likely explanation based on the activity in the period), and what it confirms or rules out going forward. Data: [PASTE YOUR METRICS AND ANY NOTES ON ACTIVITY IN THE PERIOD]. Write in short paragraphs, not bullet points. Avoid jargon. Be direct about uncertainty where it exists.

Write a short narrative section (3 to 5 sentences) explaining the website traffic picture for [PERIOD]. Use the following data: total sessions [VALUE], top traffic sources and their share [VALUES], biggest change vs prior period [VALUE AND DIRECTION], any notable page or content performance [DETAILS]. The narrative must answer: where did the traffic come from, what moved, and whether the movement represents a trend or a one-off. Do not list the numbers again. Tell the story the numbers are pointing to.

Write a performance narrative for a paid campaign that ran during [PERIOD]. Campaign objective: [OBJECTIVE, e.g. lead generation, awareness, sales]. Platform: [PLATFORM]. Key metrics: spend [VALUE], impressions [VALUE], clicks [VALUE], CTR [VALUE], conversions [VALUE], cost per conversion [VALUE], ROAS or CPL [VALUE]. Write 4 to 6 sentences that explain: whether the campaign delivered against its objective, which element (creative, audience, or offer) most likely drove the result, and what the single most important learning is from this campaign for next time. Do not use this section to celebrate or apologise. Analyse and conclude.

A client has noticed an unusual spike or drop in their results during [PERIOD]. The anomaly is: [DESCRIBE THE ANOMALY, e.g. a 40% drop in organic traffic in week 3, or an unusually high conversion rate on a specific landing page]. Write a short paragraph (3 to 4 sentences) that explains the most likely cause of this anomaly, acknowledges if there is genuine uncertainty about the cause, and tells the client what action (if any) is required in response. Do not make the client anxious. Do not dismiss their concern. Give them an honest, calm interpretation.

Write a comparative narrative for two or more marketing channels for [PERIOD]. Channels and their results: [PASTE EACH CHANNEL WITH ITS KEY METRICS]. Write a paragraph that explains which channel performed strongest relative to its objective, which underperformed and why, and whether the current channel mix is the right one for the business goal. Do not treat all channels as equal. Make a clear call on which channel is earning its place and which is not.

Translate the following marketing metrics into business impact language for a client who thinks in revenue, not marketing stats. Metrics: [PASTE YOUR METRICS]. Business context: [DESCRIBE THE BUSINESS MODEL, e.g. an e-commerce business with a 30% margin, or a service business with a 6-month sales cycle and an average deal value of X]. Write 3 to 5 sentences that connect the marketing results to what they mean for revenue, customer acquisition, or pipeline. Be honest if the connection is indirect or if it is too early to see the revenue impact. Do not fabricate a revenue number. Do express the directional story clearly.

Using the following data from the last [NUMBER] periods, identify and describe the most significant trend in plain English. Data: [PASTE YOUR TIME-SERIES DATA, e.g. monthly traffic, lead volume, conversion rate, or spend over the last 3 to 6 periods]. Write a single paragraph that names the trend, explains when it started, gives the most likely explanation, and states whether it is likely to continue, reverse, or plateau. Do not list the data again. Interpret it. Be specific. If you are uncertain about the cause, say so.

Write a paragraph for a client report that translates audience or customer data into a concrete insight about who is engaging with the business and what that tells us. Audience data to use: [PASTE RELEVANT DATA, e.g. demographic breakdown, top content by engagement, email segment behaviour, ad audience performance by segment, or customer cohort data]. The paragraph must name one specific audience insight and connect it to a decision the client should make or a hypothesis to test. Avoid generalisations. Avoid the phrase 'our target audience.' Be specific about which segment, what they did, and what it implies.

Write a short, honest paragraph for a client report that names one missed opportunity from [PERIOD]. A missed opportunity is something the data suggests could have performed better with a different approach, or a channel or tactic that was under-resourced relative to its potential. Data: [PASTE RELEVANT METRICS]. Be direct but constructive. Do not frame this as a failure. Frame it as a learning that informs the next period. Keep the paragraph to 3 to 4 sentences. End with a single recommendation for how to address it.

Write a forward-looking narrative section for a client report that outlines the marketing focus for the next 30 days. Base the narrative on the following results and context from [PERIOD]: [PASTE SUMMARY OF KEY RESULTS AND ANY KNOWN UPCOMING ACTIVITY OR CONSTRAINTS]. Write 4 to 6 sentences that explain: what the priority is for the next period and why, what is being adjusted based on this period's results, and what success looks like at the end of next period. Be specific. Do not write a to-do list. Write a strategic narrative that a confident consultant would deliver in a client meeting.

Write a recommendation paragraph for a client report that proposes one specific test to run in the next reporting period based on the results below. Results: [PASTE KEY METRICS]. Write the recommendation in this structure: what to test, why the data suggests this test is worth running, how to measure whether the test works, and what you will do with the result. Keep it to 4 sentences. Be specific about the test. Do not propose a vague 'let us experiment with X.' Name the exact test, the platform or channel, and the metric you will use to judge it.

Write a short narrative section for a client report that recommends a reallocation of budget or effort between channels based on this period's performance. Current channel split and results: [PASTE EACH CHANNEL WITH SPEND AND KEY PERFORMANCE METRICS]. Write a clear, direct paragraph (4 to 5 sentences) that names the channel that deserves more resource and why, names the channel that should receive less (or none) and why, and states the expected impact of the reallocation on overall performance. Do not hedge. Make the call. A confident consultant recommends; the client decides.

Write a forward-looking paragraph for a client report that accounts for a known upcoming seasonal shift, industry event, or external factor that will affect marketing performance. Upcoming factor: [DESCRIBE THE FACTOR, e.g. a seasonal buying peak, a competitor product launch, a platform policy change, a sector-wide economic shift]. Current performance baseline: [PASTE KEY METRICS]. Write 3 to 4 sentences that explain how this factor is likely to affect the results, what the marketing strategy should do in response, and what the client should expect to see in the next report as a result of these adjustments.

Write a forward-looking section for a client report that makes the case for prioritising retention or nurture activity in the next period. Use the following data signals to build the case: [PASTE RELEVANT DATA, e.g. churn rate, email engagement decline, repeat purchase rate, customer lifetime value, or lead-to-close time]. Write 4 to 5 sentences that explain what the data is signalling about existing customer or lead health, why addressing this now is more efficient than acquiring new leads, and what specific activity you are recommending for the next 30 days to address it.

Write a short email to a client that delivers a reporting period where results were below expectations. The results: [PASTE KEY METRICS]. The reason(s) for underperformance: [DESCRIBE THE MOST LIKELY CAUSES]. The corrective action already in motion or planned: [DESCRIBE WHAT IS BEING DONE]. Write the email in 4 to 6 sentences. The tone must be direct, calm, and confident. Do not apologise excessively. Do not bury the underperformance in positive language. State what happened, why, and what is being done about it. End with one sentence that frames what the client should expect to see change in the next period.

Write a short section for a client report that acknowledges a strong result without overpromising or using hype language. The strong result: [DESCRIBE THE METRIC AND THE VALUE]. Context: [EXPLAIN WHY THIS RESULT MATTERS FOR THE BUSINESS]. Write 3 to 4 sentences that acknowledge the result, explain what drove it, and give one honest note on what needs to happen to sustain it. Do not use the words 'incredible,' 'amazing,' 'crushing it,' 'killing it,' or any similar language. Celebrate with evidence, not adjectives.

Write a paragraph for a client report that explains a change in marketing strategy or tactics based on the evidence from [PERIOD]. The change being made: [DESCRIBE THE SHIFT, e.g. moving budget from Facebook to Google, pausing a content format, changing the campaign objective, or narrowing the target audience]. The data that prompted the change: [PASTE RELEVANT METRICS]. Write 4 to 5 sentences that explain what the data showed, what the change is and why it is the right response, and what the client should expect to see as a result of the change in the next one to two reporting periods. Do not make the change sound like a failure. Make it sound like what it is: a consultant reading the data and adjusting.

Write the closing paragraph for a client marketing report for [PERIOD]. The overall picture from this period: [DESCRIBE IN ONE SENTENCE WHETHER IT WAS STRONG, MIXED, OR DIFFICULT AND THE HEADLINE REASON]. Key priorities for next period: [LIST TWO TO THREE IN PLAIN ENGLISH]. Write a closing paragraph of 3 to 4 sentences that summarises where things stand, what the focus is next, and ends with a single sentence that reminds the client what you are working towards together at the strategic level. The tone is confident and forward-looking. Do not end with a question. End with a statement.

Write a narrative section for a client report that explains SEO progress for [PERIOD] in plain English. Data: organic sessions [VALUE], keyword ranking changes [DESCRIBE THE MOST SIGNIFICANT MOVEMENTS], pages with the biggest traffic change [LIST TWO TO THREE], any technical or content work completed in the period [DESCRIBE]. Write 4 to 6 sentences that explain: whether organic performance moved in the right direction, what the most likely driver of any change was, and why SEO results at this stage are or are not what the client should expect given how long the work has been running. Set accurate expectations. Do not promise rankings. Explain the variables honestly.

Write a content performance section for a client report. Content type(s) being reported on: [e.g. blog posts, social content, email newsletters, video]. Top performing content in the period: [LIST WITH RELEVANT METRICS]. Lowest performing content: [LIST WITH RELEVANT METRICS]. Write a narrative paragraph of 4 to 5 sentences that explains what the top performers had in common, what the underperformers suggest about what is not working, and one clear conclusion about content direction for next period. Do not just restate which piece did best. Interpret what the pattern means.

Write a paragraph for a client report that reminds the client why a particular channel or tactic requires a longer time horizon before results are visible. Channel or tactic: [NAME IT]. How long it has been running: [DURATION]. Current results: [PASTE KEY METRICS]. What the expected timeline to meaningful results looks like: [DESCRIBE, or write 'use standard timelines for this channel']. Write 3 to 4 sentences that are honest about the current state, explain what the intermediate signals (if any) suggest about future performance, and give the client a specific milestone or time point to assess whether the approach is working. Do not use this paragraph as a stall. Use it to set a specific checkpoint.

Write a narrative section for a client report on email marketing performance for [PERIOD]. Metrics to include: emails sent [VALUE], open rate [VALUE], click rate [VALUE], unsubscribe rate [VALUE], revenue or conversions attributed [VALUE if available]. Benchmark context: [PASTE INDUSTRY BENCHMARKS OR WRITE 'use standard benchmarks for this industry']. Write 4 to 6 sentences that explain: how performance compares to benchmark, what the click-to-open rate suggests about whether the content matched the subject line promise, what the unsubscribe rate signals about list health, and one specific recommendation for improving the next send. Be honest if the results are average. Clients respect honesty more than spin.

Write a social media performance narrative for a client report covering [PERIOD]. Platforms included: [LIST]. Key metrics per platform: [PASTE REACH, ENGAGEMENT RATE, FOLLOWER CHANGE, TOP CONTENT TYPE]. Write 4 to 5 sentences that explain: which platform delivered the most meaningful engagement relative to its objective, what content format or topic drove the strongest response, and what the follower or reach trend suggests about the health of the organic social strategy. Do not celebrate vanity metrics. Connect the social results to a business outcome or audience quality indicator wherever the data allows.

Write a paid social performance narrative for a client report covering [PERIOD]. Platform: [PLATFORM]. Campaign objective: [OBJECTIVE]. Metrics: spend [VALUE], reach [VALUE], CPM [VALUE], CTR [VALUE], cost per result [VALUE], total results [VALUE]. Write 4 to 5 sentences that explain: whether the cost per result is acceptable given the objective and industry, what the CTR suggests about creative and audience fit, and whether the campaign is in the learning phase or past it. If the campaign is still in the learning phase, explain what that means for how to read the current numbers. Do not present early campaign data as representative performance without that caveat.

Write a paragraph for a client report that assesses the quality of social or email engagement, not just the quantity. Engagement data: [PASTE COMMENTS, SAVES, SHARES, REPLIES, CLICK DEPTH, OR OTHER QUALITY SIGNALS]. Write 3 to 4 sentences that distinguish between passive engagement (likes, impressions) and active engagement (saves, shares, replies, clicks), explain what the balance between the two suggests about audience intent, and give one recommendation for the next period based on this quality read. Help the client understand why 10,000 impressions and 3 saves means something different from 2,000 impressions and 200 saves.

Write a single transition sentence between two sections of a client marketing report. The section ending: [DESCRIBE WHAT THE PREVIOUS SECTION COVERED, e.g. 'organic traffic analysis']. The section beginning: [DESCRIBE WHAT THE NEXT SECTION COVERS, e.g. 'paid campaign results']. The transition must connect the two sections with a logical link, not just announce the topic change. Do not write 'Moving on to...' or 'Next, we will look at...' Write a sentence that shows how one section informs or leads into the next.

Write a single sentence that puts a specific metric in context for a client who does not have a strong marketing background. The metric: [NAME THE METRIC AND ITS VALUE, e.g. '2.1% conversion rate on the landing page']. The context needed: [DESCRIBE WHAT THE CLIENT NEEDS TO UNDERSTAND, e.g. whether this is good, bad, or average for their industry and funnel stage]. Write one sentence that gives the client the right mental anchor for this number without overwhelming them with caveats. Be direct. Be honest. If it is a good number, say so. If it needs work, say so.

Write an executive summary block for a monthly client marketing report. The summary must be readable in under 60 seconds. It must include: the headline result for the period in one sentence, the two most important drivers of that result (one positive, one area for improvement), the single most important action being taken in the next period, and a one-sentence forward look at what to expect next month. Format the summary as four short paragraphs, one for each element above. Use the following data and context to write it: [PASTE YOUR KEY METRICS, ACTIVITY SUMMARY, AND NEXT PERIOD PRIORITIES].

Write a short qualifier paragraph for a client report where the data is incomplete, delayed, or potentially unreliable. The data issue: [DESCRIBE THE ISSUE, e.g. GA4 sampling affecting accuracy, a tracking gap due to a pixel problem, delayed attribution from a 30-day click window, or a platform reporting discrepancy]. Write 2 to 3 sentences that explain the limitation clearly, tell the client what it means for how to read the numbers in this report, and state when or how the data will be more reliable. Do not bury the qualifier. Do not let the client read the report without knowing the data has a limitation. Be brief and calm about it.