Xiaohongshu Reporting: How to Build Monthly Marketing Reports That Drive Decisions
Date Published
Table Of Contents
• Why Monthly Xiaohongshu Reporting Matters
• The Xiaohongshu Metrics That Belong in Every Monthly Report
• Reach and Visibility Metrics
• Conversion and Commerce Metrics
• Where to Pull Your Xiaohongshu Data
• How to Build Your Monthly Xiaohongshu Report: A Step-by-Step Structure
• Common Mistakes to Avoid in Xiaohongshu Reporting
• Turning Your Report Into a Strategy Tool
If you're marketing on Xiaohongshu (also known as RedNote or Little Red Book), you already know the platform moves fast. Trending content cycles shift, the algorithm updates, and consumer behavior on XHS can look entirely different from what you're used to on Instagram or TikTok. Without a structured monthly reporting process, it's easy to mistake activity for progress — posting consistently but never knowing whether it's actually working.
A well-built Xiaohongshu monthly report does more than summarize what happened last month. It connects your platform activity to real business objectives, surfaces which content types are pulling their weight, and gives your team a clear basis for what to do next. For international brands especially, where every campaign decision carries localization risk and budget scrutiny, that clarity is not optional — it's essential.
This guide walks you through exactly how to build a monthly Xiaohongshu marketing report: which metrics to track, where to find the data, how to structure the report itself, and how to use it to sharpen your strategy month over month.
Why Monthly Xiaohongshu Reporting Matters
Xiaohongshu has grown into one of China's most powerful product discovery engines, with over 300 million monthly active users generating approximately 600 million daily searches. Users open the app 5–7 times a day and spend an average of over 34 minutes per session — engagement numbers that dwarf most Western social platforms. For brands, that level of sustained attention is an enormous opportunity, but it also means there's a lot of data to make sense of.
Monthly reporting provides the rhythm your team needs to stay on top of performance without getting lost in daily noise. It creates a consistent moment to ask the right questions: Are we reaching new audiences or just our existing followers? Is our content driving purchase consideration, or just passive scrolls? Which KOL collaborations actually moved the needle? A monthly cadence is short enough to catch problems early and long enough to show meaningful trends, making it the ideal heartbeat for an active XHS strategy.
For international brands in particular, monthly reports also serve a critical internal function. They translate a Chinese platform's native data into language and benchmarks that make sense to Western stakeholders — bridging the gap between what's happening on the app and what leadership needs to make informed investment decisions.
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The Xiaohongshu Metrics That Belong in Every Monthly Report
Before you can build a report, you need to know what you're measuring. Xiaohongshu's metrics don't map perfectly onto Western social media frameworks, so it's worth being deliberate about which numbers you track and what they actually mean for your brand.
Reach and Visibility Metrics
These metrics tell you whether your content is being seen — and, crucially, how people are finding it.
• Impressions (曝光量): The total number of times your content appeared in feeds, search results, or the explore page. This is your top-of-funnel signal. Track it month over month to understand whether your content is gaining or losing organic visibility.
• Discovery Traffic vs. Search Traffic: XHS surfaces content through two distinct paths — its recommendation algorithm (discovery/explore traffic) and its search function. Because nearly 70% of monthly active users have search behavior on the platform, a growing share of search-driven impressions is a strong indicator that your SEO strategy and keyword usage are working.
• Follower Growth Rate: Calculate this as net new followers divided by total followers for the month. A healthy growth rate for an established brand account typically sits between 3–8% monthly. Sudden spikes are worth noting, but consistency matters more than any single outlier month.
Engagement Metrics
Xiaohongshu's engagement environment is uniquely high-intent. Posts on the platform receive average engagement rates of approximately 3–8%, considerably higher than Instagram's typical 1–3% or Facebook's sub-1% averages. That context matters when you're interpreting your own numbers.
• Saves (收藏): This is the single most important engagement metric on XHS and the one most often underestimated by brands new to the platform. When a user saves your post, they are bookmarking it to return to before making a purchasing decision. A high save rate signals purchase intent far more reliably than likes. Track saves both in raw volume and as a percentage of impressions (save rate) to normalize for post size.
• Comments (评论): Comment volume and sentiment reflect how genuinely your content is resonating. XHS users tend to leave detailed, opinion-driven comments — so a post generating substantive discussion is a strong quality signal. Read the comments, not just the count.
• Likes (点赞) and Shares (分享): Likes are the lightest form of engagement on XHS and the least predictive of commercial impact. Shares, on the other hand, extend your content beyond the platform (often to WeChat), indicating strong endorsement. Include both in your report but weight them accordingly.
• Overall Engagement Rate: Calculated as total engagements (likes + comments + saves + shares) divided by impressions or reach. Benchmark averages hover around 2–5% for most categories, though niche communities often achieve higher rates.
Conversion and Commerce Metrics
If your account has e-commerce features enabled, or if you're driving traffic to an external site, these numbers close the loop between content performance and business results.
• Click-through Rate (CTR) to Products: The percentage of viewers who clicked on a product tag or external link. XHS typically sees CTRs in the 0.3–0.7% range for content with links, so track this relative to your category benchmark rather than in isolation.
• Conversion Rate and Revenue Attribution: For brands selling through XHS's native shop or with UTM-tracked external links, this is your most direct ROI signal. Include both the number of conversions and the revenue attributed to XHS in your monthly report.
• KOL/KOC Campaign Performance: If you ran influencer collaborations that month, report on each partnership's reach, engagement, and cost per engagement or cost per reading (CPR). These metrics let you compare the efficiency of different collaborations and inform future partner selection.
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Where to Pull Your Xiaohongshu Data
Knowing what to measure is one thing — knowing where to find the data is another, especially for teams working outside of China.
Your primary source is Xiaohongshu's Professional Account Dashboard, accessible at pro.xiaohongshu.com. The desktop interface provides content performance breakdowns, audience demographics, traffic source analysis, and follower trend data over 7, 30, or 90-day windows. It also offers export functionality, which is essential for building consistent monthly reports without manual screenshotting. If your account has linked e-commerce features, a separate Commerce tab surfaces product interaction and conversion data.
For brands with verified Enterprise Accounts, the platform unlocks additional data including conversion rates, consumer profiles, and advanced reporting features not available to standard professional accounts. If you're serious about Xiaohongshu as a growth channel, upgrading account status is a worthwhile investment for the reporting capabilities alone.
Beyond native analytics, international brands should layer in supplementary data sources. UTM parameters on all outbound links let you track XHS-driven traffic in your own web analytics platform. Platform-specific promotional codes let you attribute offline or cross-platform conversions back to XHS content. Post-purchase surveys asking customers how they discovered your brand are surprisingly effective at capturing the discovery-to-purchase journeys that platform data alone cannot trace — particularly important given that many Chinese consumers discover a product on XHS but complete their purchase on Tmall, JD, or at a physical retail location.
Third-party tools like KAWO or Qiangua can add deeper competitive benchmarking and cross-account analysis, which is especially useful when you want to contextualize your monthly numbers against industry performance rather than just your own historical data.
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How to Build Your Monthly Xiaohongshu Report: A Step-by-Step Structure
A good monthly report is not a data dump. It is a structured narrative that moves from what happened to why it matters to what you'll do next. Here's a proven structure you can use and adapt.
1. Executive Summary (1 page or slide)
Open with a brief, jargon-free overview of the month's key results relative to your stated goals. Include three to five headline numbers — total impressions, follower growth, engagement rate, top-performing post, and one business outcome metric (sales, traffic, or leads). This section is written for leadership and stakeholders who won't read every page, so lead with significance, not volume. If it was a strong month, say so and briefly say why. If performance dipped, say that too and flag the likely cause.
2. Goal Review: Did You Hit Last Month's Targets?
Every monthly report should open by revisiting the objectives you set the month before. This creates accountability and makes trend analysis possible over time. Document each goal, the actual result, and whether you hit, missed, or exceeded it. Avoid the temptation to retroactively reframe missed goals as "stretch targets" — honest reporting is the only kind that leads to genuine strategy improvement.
3. Reach and Audience Growth
Report your follower count, net new followers, and follower growth rate. Break down where new followers came from (search, discovery, KOL campaigns). Include your total impressions for the month and how they split between discovery traffic and search traffic. If you ran paid promotions, distinguish organic reach from paid reach clearly. Provide a simple month-over-month comparison so trends are immediately visible.
4. Content Performance Breakdown
This is the analytical core of your report. List your top five performing posts by engagement, saves, and impressions respectively — these three lists will often surface different content, which is itself instructive. Note the format (image carousel, short video, single image), topic, posting time, and whether it was organic or promoted. Include your worst-performing posts too. Understanding what didn't work is just as strategically valuable as celebrating what did.
5. Engagement Analysis
Report your overall engagement rate for the month and compare it to your 3-month average. Break out saves, comments, likes, and shares separately. Pay particular attention to your save rate, as this is the metric most closely correlated with purchase intent on XHS. If you notice a meaningful shift in comment sentiment (positive or negative), flag it here — qualitative signals from comments often predict conversion trends before they show up in sales data.
6. Conversion and ROI Summary
If you have conversion data, present it clearly: XHS-attributed traffic, conversion rate, revenue or leads generated, and cost per acquisition. If direct conversion data isn't available (common for brands earlier in their XHS journey), use a blended ROI estimate that accounts for brand awareness value, new customer acquisition, and content longevity. XHS content can continue driving value for 6–12 months after publication through search visibility, so single-month attribution will often understate the platform's true contribution.
7. KOL/KOC Campaign Recap
For any influencer collaborations run during the month, provide a concise per-partnership breakdown: reach, engagement rate, save rate, cost, and any attribution data available. Rank partnerships by efficiency rather than raw reach — a micro-KOC with 20,000 followers and a 4% save rate on product content will typically outperform a macro-KOL with 500,000 followers and 0.5% saves for most conversion-focused campaigns.
8. Insights and Recommendations
This section transforms your report from a historical record into a strategic tool. Identify three to five clear insights from the month's data and pair each with a specific action for the coming month. For example: "Image carousels featuring step-by-step tutorials generated 2× the save rate of single-image posts — we'll shift 60% of content production to carousel format in Month 4." Keep recommendations specific, testable, and tied directly to data.
9. Next Month's Objectives
Close every report by setting clear, measurable targets for the month ahead. These become the "Goal Review" section of your next report. Targets should be informed by the data you've just analyzed — not wishful thinking, not copy-paste from last month.
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Common Mistakes to Avoid in Xiaohongshu Reporting
Even experienced social media marketers run into predictable pitfalls when they start reporting on XHS. Here are the ones worth watching.
Reporting vanity metrics without context. Follower counts and total likes can look impressive in isolation but mean very little if engagement rate is declining or save rate is near zero. Always anchor your metrics to the business objective they're meant to serve. If the goal is driving product consideration, save rate and conversion data should lead your report — not raw follower numbers.
Inconsistent metric definitions. Changing how you calculate engagement rate or what you include in "total reach" from month to month makes trend analysis impossible. Document your metric definitions once, clearly, and stick to them. If a definition must change, note it explicitly in that month's report so historical comparisons remain valid.
Measuring too short a window. Unlike Western social platforms where content typically peaks and fades within 48 hours, XHS posts often continue generating impressions and saves through search for months. A single-month reporting window will frequently undervalue content that is still building momentum. Supplement monthly reports with a rolling 90-day view of your top-performing evergreen content.
Ignoring the discovery-to-purchase gap. Chinese consumers regularly discover products on XHS and purchase them elsewhere — on Tmall, JD.com, WeChat Mini Programs, or in-store. If your XHS report only captures in-platform clicks, you are almost certainly undercounting the platform's commercial contribution. Cross-reference XHS data with broader customer acquisition surveys and channel-specific promo codes to get a more complete picture.
Reporting late. A monthly report that arrives two weeks into the new month has already lost much of its decision-making value. Aim to publish your XHS report within the first two to three business days of the month, covering the previous full calendar month. Timeliness builds stakeholder trust and keeps your team acting on current information rather than old data.
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Turning Your Report Into a Strategy Tool
A monthly report is only as useful as the decisions it drives. The brands that get the most out of XHS reporting treat the process not as a retrospective documentation exercise but as a live feedback loop that feeds directly into content planning, influencer briefs, and budget decisions.
Use your monthly performance data to inform your content calendar for the coming month. If short-form tutorial videos generated twice the saves of lifestyle photography last month, that's a clear signal — not a suggestion. If a particular keyword drove a significant spike in search traffic, make sure that keyword appears in your next round of post captions and titles. If one KOC partnership significantly outperformed others at a fraction of the cost, that's where your next collaboration budget should go.
Over time, consistent monthly reporting builds a proprietary dataset about your brand's performance on XHS that no external benchmarking tool can replicate. You'll know your audience's peak activity windows, the content formats that drive your specific community to save and convert, the typical lag time between content publication and measurable sales impact, and the types of influencer partnerships that deliver sustainable ROI versus one-time spikes. That accumulated intelligence is a genuine competitive advantage — and it compounds every month you stay consistent.
For teams that want a head start, AllXHS's library of free Xiaohongshu resources includes data-driven industry reports and ready-to-use templates that can accelerate the process of building your reporting framework from scratch. For brands in specific verticals — beauty, fashion, F&B, mother and baby, and 20+ others — the industry-specific Xiaohongshu marketing strategies on AllXHS provide the category benchmarks you need to contextualize your monthly numbers meaningfully. And if you're looking for expert support in building and managing your XHS reporting infrastructure end to end, the AllXHS expert marketing service can put experienced practitioners in your corner.
Build the Habit, Then Build the Strategy
Monthly Xiaohongshu reporting is not glamorous work. It requires consistency, honest interpretation of data, and the discipline to act on what the numbers are telling you rather than what you hoped they'd say. But for international brands navigating China's most trust-driven social commerce platform, that consistency is precisely what separates brands that grow on XHS from brands that plateau.
Start simple. Agree on your core metrics, set up a repeatable data collection workflow, and commit to a fixed report structure. In three months, you'll have trend data. In six months, you'll have genuine strategic insight. And over time, your monthly XHS report will become one of the most valuable documents your marketing team produces — not because of what it looks back on, but because of what it enables you to do next.
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Ready to take your Xiaohongshu marketing further?
Whether you're building your first monthly report or looking to scale a mature XHS strategy, our team at AllXHS is here to help. From platform-specific templates to hands-on expert consultation, we give international brands everything they need to market on Xiaohongshu with confidence.