The Monthly Agency Reporting Workflow That Drives the Next 30 Days of Decisions
A 3-day monthly reporting sprint structured around Daniel Murphy three questions: what we tried, what worked, what we are doing next.
By Bell Chen, founder. Updated May 19, 2026.
Daniel Murphy, who built Vidyard social presence into one of the most-cited B2B accounts of the late 2020s and was profiled in Marketing Brew October 24, 2024 piece on B2B social media operators, named the reporting shape leadership actually reads. Murphy told the reporter the three questions that have to anchor any decision-driving social report: “what we tried, what worked, what we’re doing next,” in that order, per Murphy. That single sentence is the agency-reporting workflow restated. Every monthly report a social agency sends to a client either answers those three questions or it is a metric dump. I have read 14 monthly agency reports across two years of advising founder-side teams that were the client, and the structural difference between the reports the client paid attention to and the ones the client filed without opening was whether the three questions sat above the metrics.
In my experience watching agency relationships succeed and fail through the first 90 days at Backlinker AI and during the Superpencil launch window in February 2026, the monthly report is where renewal is won or lost. The retainer-pricing math works only if the client believes the agency is making the brand better month over month. Belief is not built by the dashboard. Belief is built by a report that names three decisions the client will make this month because of what last month showed.
What this workflow actually solves
The 2026 problem with agency reporting is not data access. Every agency I have audited can export views, engagement rate, saves, shares, follower growth, and post-level performance from Meta Business Suite, TikTok Creative Center, and a connected analytics dashboard inside 20 minutes a month. The problem is that the export is the report. Most monthly agency reports I have seen in 2026 are 18 to 26 pages of metric grids with a one-paragraph executive summary on the cover. The client opens the PDF, skims the cover, and closes the file. The report cost the agency 6 to 9 hours to produce and changed exactly nothing about how the client thinks about the next 30 days.
The Sprout Social Index 2025, surveying more than 2,000 marketers across in-house and agency roles, found that 76 percent of social marketers report their work on a weekly or monthly cadence, but only 41 percent of those same marketers said the reports drive specific next-month decisions, per Sprout. The 35-point gap is the entire reporting problem stated as a survey result. Three quarters of agencies are running a reporting cadence. Less than half of those reports drive decisions. The cadence is being honored. The reporting job is not.
The second cost is renewal. In my experience watching three agency relationships die in 2026 between days 75 and 110, the death sequence was the same. The agency shipped monthly metric dumps. The client read the executive summary. The client did not act on anything in the dump. By the fourth monthly report the client had no specific evidence the agency was learning, and the renewal conversation became a justification exercise. The agencies that retained past 12 months wrote reports the client CMO pasted slides from into their own quarterly board update. That paste is the moment the report becomes valuable inside the client organization independent of the agency being in the room.
The third cost is the agency own learning loop. A reporting workflow that ends in a PDF the agency itself never re-reads is a workflow that does not compound. The agencies I have seen learn fastest are the ones whose principal account leads keep a single rolling document per client across all 12 months of reports, with the three-question shape repeating, so by month 9 the agency can quote month 2 recommendation back at the client and demonstrate the iteration.
The named-operator playbook
Daniel Murphy, Marketing Brew profile
Three-question shape: what we tried, what worked, what we are doing next
Murphy three-question shape, per Murphy (“what we tried, what worked, what we’re doing next”), is the load-bearing structure of the entire workflow. Every section of the monthly report belongs to one of the three questions, in order. What we tried is the experiment log: the formats we shipped, the hooks we tested, the new platforms we touched, the production choices we made differently than last month. What worked is the evidence section: format-level performance benchmarked against the client last-90-days baseline, not a generic industry baseline. What we are doing next is the decision section: three specific next-month commitments the client is approving by signing off on this report.
Rachel Karten, Link in Bio
100,000 subscribers, Tuesday read for in-house and agency SMMs
Karten was the social media lead at Bon Appetit before she built Link in Bio into the canonical Tuesday read. In her January 25, 2024 piece on goal-setting, Karten wrote: “Your CEO does not need to know every line of your spreadsheet. What are the broad strokes?” per Karten. The agency-reporting application is the visible architecture of the report. The executive summary on page one is the broad strokes the client CMO can quote in their own board update. The detail-level appendix is the line-by-line spreadsheet the client social manager will use to operationalize the agency next-month commitments.
Kendall Hope Tucker, Ramp head of brand
Brian’s Office sustained format, the brand-twist filter
Ramp Brian’s Office series ran a single sustained format from late 2024 through 2025 and produced what Marketing Brew called, in its October 22, 2025 coverage, “an unlikely viral marketing series,” per Marketing Brew. Tucker told the reporter: “We try to lean into the trend, but always with a Ramp twist,” per Tucker. The agency-reporting application is the recommendations section. Every next-month commitment the agency makes in the report has to be framed as the brand-twisted version of a category insight, not as a generic best-practice suggestion.
Adam Mosseri, Instagram
Three distribution signals: watch time, likes, sends per reach
On January 8, 2025, Mosseri posted to Threads that Instagram weighs three signals in distribution order: watch time, likes, and sends per reach, per Mosseri. The agency-reporting application is the format-level analysis section. Reporting on raw views alone is reporting on a top-of-funnel signal Instagram has explicitly downranked relative to the watch-time and sends signals. The monthly report should benchmark each top-five performing post against the client own last-90-days baseline on all three Mosseri signals, not against a generic industry engagement-rate benchmark.
Buffer 2026 Trends Report
2.4 billion analyzed posts, median TikTok format half-life under 11 days
Buffer 2026 trends report analyzed 2.4 billion posts across Instagram, TikTok, LinkedIn, Threads, and Bluesky, and surfaced format half-life data the agency reporting workflow has to absorb. The median TikTok format half-life is now under 11 days. The agency-reporting application is the time horizon on next-month commitments. A recommendation to invest the next 30 days in a format that peaked 14 days before the report is a recommendation to ship a post that is already past its half-life. The reporting workflow has to date-stamp every recommendation with the format first-appearance window.
The monthly reporting sprint (audit-grade time blocks)
The sprint assumes a calendar-month reporting cadence, with the report delivered to the client by the third business day of the following month. Total agency-side time investment: 4 to 5 hours of principal account lead time, plus 90 minutes of analyst or junior strategist time for the data pull. The investment is roughly the same as the metric-dump workflow most agencies run. The reorganization is the lift, not the total hours.
Day 1 morning: data collection and platform pull (20 minutes, analyst time). Export the previous month performance data from each platform. Pull views, watch time, likes, sends, saves, shares, follower growth, and post-level performance for every shipped post. Focus on the metrics the client agreed to during onboarding. Do not export everything. The export goes into a single tab of the rolling client analytics spreadsheet the agency maintains across the full retainer.
Day 1 afternoon: competitive benchmark refresh (45 minutes, analyst time). Re-run the competitive scan from the agency-client onboarding sprint against the three brands the client wants to take share from and the three the client admires. The benchmark refresh produces one number per competitor: did the competitor category-leading format ship this month, and what was its observable performance versus their own 90-day baseline.
Day 1 to Day 2: format performance analysis (60 minutes, principal account lead). Rank every shipped post for the month against the client own 90-day baseline on Mosseri three signals. The output is a one-page table: top 5 posts, bottom 3 posts, the format pattern across both groups, and the one observation about the client audience the month surfaced. The pattern is the load-bearing analytic insight of the report.
Day 2 morning: client-specific narrative draft (90 minutes, principal account lead). Write the report against Daniel Murphy three-question shape. The what-we-tried section names the four to six format and hook decisions the agency made the previous month. The what-worked section presents the format performance analysis with the named pattern and the competitive context. The what-we-are-doing-next section commits the agency to three specific decisions for the next 30 days. Each commitment names the format, the production estimate, and the success threshold. Three commitments, not seven.
Day 2 afternoon: strategic recommendations and brand-twist filter (45 minutes, principal account lead). Every recommendation in the what-we-are-doing-next section gets pushed through the Tucker brand-twist filter, per Tucker. If the recommendation could be lifted into any other client report without changing a word, the recommendation is generic and gets rewritten. The brand-twist version cites the specific client signal from the discovery call or a recent client conversation that motivates the recommendation.
Day 3 morning: report assembly and review (45 minutes, principal account lead). Assemble the report in a single shared document with the executive summary on page one, the format performance analysis on page two, the what-we-are-doing-next commitments on page three, and the appendix tables for the client social manager on pages four through six. Karten broad-strokes rule, per Karten, governs the page-one executive summary. Six bullet points at the top of the page. No more.
Day 3 afternoon: client review call and decision capture (60 minutes, principal account lead). Schedule a 45 to 60-minute review call with the client. Run the call against Murphy three-question shape. Spend 10 minutes on what-we-tried, 20 minutes on what-worked, and 30 minutes on what-we-are-doing-next. Document each decision with a one-line acceptance criterion, an owner, and a due date that lands inside the next 30 days. Send the decision capture sheet to the client by end of Day 3. The decision capture sheet, not the PDF, is the artifact the agency operates against for the rest of the month.
A worked example (Vespera Skin, fictional)
The brand is Vespera Skin, a hypothetical direct-to-consumer skincare label. Contract signed June 1, 2026. Monthly report cadence: third business day of the following month. The principal account lead is the agency senior strategist; the analyst is the agency junior production-coordinator.
First Monday of July, 9am Pacific. The analyst pulls the June export from Instagram Business Suite and TikTok Analytics. Vespera shipped 19 posts in June: 8 founder-on-camera ingredient explainer Reels, 4 behind-the-scenes formulation Reels, 4 carousels, and 3 customer-reaction stitch Reels. The competitive scan re-run shows Topicals, Glossier, and Ami Cole each shipped a founder-on-camera explainer format with sends-per-reach ranging from 2.4 to 3.8 percent.
First Monday afternoon. The principal account lead runs the format performance analysis. The top three posts of the month for Vespera are all founder-on-camera ingredient explainers, with sends-per-reach between 2.7 and 3.1 percent versus the client 90-day baseline of 0.9 percent. The bottom two posts are carousels, with sends-per-reach of 0.3 and 0.4 percent. The named pattern is that Vespera audience saves and shares Reels in which the founder narrates a single named ingredient over 45 to 80 seconds, and does not save carousels regardless of design quality.
First Tuesday morning.The principal account lead drafts the report. What-we-tried: 19 posts across 4 formats, with the explicit decision to test carousels for the first time as a save-and-return format for educational content. What-worked: the founder-on-camera ingredient explainer format, which produced 3 of the top 5 posts at 2.7 to 3.1 percent sends-per-reach versus the 0.9 percent baseline. What-we-are- doing-next: three commitments. Commitment one is to retire the carousel slot for the next 30 days and reinvest the production hours into 6 founder-on-camera ingredient explainer Reels. Commitment two is to test one behind-the-scenes formulation Reel with the Vespera-specific twist. Commitment three is to publish the first of a six-part Brian’s-Office-style sustained format featuring the founder morning routine.
First Wednesday morning.The report assembles in a six-page Google Doc. The executive summary page reads, in full: “June shipped 19 posts across 4 formats. Single-ingredient founder Reels drove 3.1x the 90-day sends-per-reach baseline. Carousels underperformed. July retires carousels, doubles single-ingredient Reels, and launches a sustained founder-morning-routine format. Three commitments below. Production estimate $1,720 inside existing $1,800 monthly working budget.” Six lines.
First Wednesday afternoon at 2pm Pacific. The review call runs 47 minutes. The founder approves all three commitments. The agency captures the decision in a one-page sheet, cross-links it to the creative brief workflow, and Vespera part-time editor receives the production calendar for the next 30 days by end of business Wednesday. The agency has spent 4 hours 50 minutes on the report. The client has spent 47 minutes plus the time to read a one-page executive summary. The retainer is structurally healthier at month one than most agency relationships are at month three.
Where this typically breaks
The metric-dump failure. The report is 18 to 26 pages of platform export grids with a one-paragraph executive summary. The client opens the PDF, skims the cover, files the document. The report cost the agency 6 to 9 hours and changed nothing about the next 30 days. The fix is the Murphy three-question shape, per Murphy. Every page of the report belongs to one of what-we-tried, what-worked, or what-we-are-doing-next. The platform export grids belong in the appendix, not the body.
The generic-recommendations failure.The report recommendations could be copy-pasted into any other client report without changing a word. The client reads them, recognizes them as generic, and concludes the agency is not paying attention to their specific brand. The fix is the Tucker brand-twist filter, per Tucker: “We try to lean into the trend, but always with a Ramp twist.” Every recommendation has to cite a specific client-only signal from the discovery call or a recent conversation.
The vanity-metric failure. The report leads with raw view counts, follower-growth percentages, and the agency favorite three viral posts of the month, with no benchmark against the client own 90-day baseline. The client reads the numbers, has no context for whether the numbers are good, and assumes they are average. The fix is the Mosseri three-signal benchmark. Every post-level number in the report sits next to the client own 90-day baseline on watch time, likes, and sends-per-reach. Buffer 2026 half-life data raises the stakes: a viral post from a format with a 9-day half-life is worth less than a 0.6x post on a sustained format with a 90-day half-life, and the report has to make that distinction explicit.
Where a planning-first tool fits
Most planning-and-feed tools, including Superdirector, are built around the planning side of the monthly cycle, not the reporting side. The monthly report itself is produced primarily from platform exports and the agency own rolling spreadsheet, regardless of which planning tool the agency uses.
The relevant question for an agency adding a tool to the reporting stack is whether the tool compresses the data-pull and competitive-benchmark steps from the working 65 minutes down to 30 minutes without degrading the depth of the format-pattern analysis. If the tool does that, it pays for itself across 12 monthly reports a year. If the tool produces a slicker dashboard but the principal account lead still has to write the three-question narrative manually, the math reverses. The report load-bearing artifact is the three-question narrative, not the dashboard underneath it.
Featured Script Starters
These scripts show how this workflow translates from QA or planning into concrete, publishable deliverables.
Matched examples stay compact at about 4 beats, stay practical to film in Home office desk and Minimalist living room corner and Minimalist indoor home office and Natural window-lit setting, and remain traceable to real references such as prettylittlemarketer and thesocialbungalow.
Script examples
The Conversion Truth: Beyond Viral
The real reason your Reels aren't closing deals (It's not the algorithm)...
A high-retention, music-driven hook challenging the myth that viral reach is the primary metric for service-based revenue.
Reference source (curated reference): 1) A confused lead will not buy If a lead cannot immediately place who you are and who you help - they’ll place you in their mind as “helpful,” but not an “ind… by @thesocialbungalow
The Glossier Billion-Dollar Blueprint
Glossier turned their everyday customers into an unstoppable sales army, building a billion-dollar empire off their backs.
Discover how Glossier built a billion-dollar empire using community-led affiliate marketing, and how modern founders can replicate it without burning out.
Reference source (curated reference): here’s how Glossier turned their customers into a billion-dollar sales force (and what it actually means for your brand in 2026) 👀💰📣 most brands think affi… by @prettylittlemarketer
Production cues
- Most examples remain concise: roughly 4 beats from hook to payoff.
- Production stays realistic with repeatable setups like Home office desk and Minimalist living room corner and Minimalist indoor home office and Natural window-lit setting.
- Each card links to a reference analysis so reviewers can validate style and structure before approving scripts.
Adaptation notes
- Keep the beat order, then rewrite the promise to match your client goal and compliance requirements.
- Design the first two shots for home office desk and minimalist living room corner to keep production easy to batch.
- Use the reference analysis link to validate pacing first, then adapt wording to the client brand voice.
Drive Decisions With Your Monthly Report
Paste your brand profile URL to get a niche reference feed, then generate brand-fit scripts and shot plans from the same workflow.
Generate a campaign briefFrequently asked questions
How long should a monthly agency report actually be?
Six pages, including the executive summary on page one, the format performance analysis on page two, the three commitments on page three, and the appendix tables on pages four through six. Reports longer than 12 pages are read by no one in full and are filed without action. The exception is the first monthly report of a new engagement, which runs longer because it baselines the client last 90 days and establishes the reporting shape, typically 10 to 14 pages.
What if the client asks for more metrics in the report?
Add them to the appendix, not the executive summary. The page-one executive summary is the broad strokes per Karten, not the full spreadsheet. If the client asks for more metrics on page one, the appropriate response is to ask which decision the new metric will inform. If the answer is no specific decision, the metric belongs in the appendix.
Should the report include a benchmark against industry averages?
Only if the client asked for one in onboarding. The more useful benchmark is the client own 90-day baseline, because the industry average flattens out the client specific audience patterns. The benchmark conversation belongs in the recommendations section, not the leaderboard section.
How do I report on a month that underperformed?
Honestly and structurally. The what-we-tried section names the decisions the agency made. The what-worked section names what did not work and what the pattern is. The what-we-are-doing-next section commits to the three specific changes the agency is making based on the underperformance. The structural reason underperforming months kill retention is that the agency hides them, and the client interprets the hiding as the agency not understanding the data.
How often should the reporting cadence be?
Monthly is the default. Weekly reports are produced from the same rolling spreadsheet but are a thinner version of the same shape, typically a single page with the three questions answered in three short paragraphs. Quarterly reports are produced from three monthly reports stacked, with the principal account lead writing a one-page meta-narrative on the three quarterly patterns. Daily reporting is almost never the right cadence for retainer agencies.
Who on the agency side should write the monthly report?
The principal account lead writes the three-question narrative. The analyst or junior strategist produces the data export and the competitive benchmark refresh. Delegating the narrative to a junior team member is the single highest-correlation predictor of a client losing trust in the agency between months 3 and 6. The client signed with the principal account lead and expects to see the principal account lead thinking in the report.
What is the most common reporting mistake in 2026?
Treating the report as documentation rather than decision-making. The metric-dump version of the report is documentation. The three-question version is decision-making. The difference at the renewal conversation 12 months later is whether the client can name three specific decisions the agency drove. If the answer is no, the renewal becomes a price negotiation. If the answer is yes, the renewal becomes an expansion conversation.