XHS Ad Performance Optimization: 15 Levers to Pull for Better Results
Date Published
Table Of Contents
1. Why XHS Ad Optimization Is Different From Other Platforms
2. Lever 1: Verify Your Business Account First
3. Lever 2: Choose the Right Ad Platform for Your Goal
4. Lever 3: Run Feed Ads AND Search Ads Together
5. Lever 4: Build Creatives That Look Like Organic Notes
6. Lever 5: Optimize Your Cover Image for CTR
7. Lever 6: Match Your Ad Title to User Intent
8. Lever 7: Layer Your Audience Targeting Precisely
9. Lever 8: Use Lookalike Audiences From Your Own Data
10. Lever 9: Choose the Right Bidding Model for Your Objective
11. Lever 10: Seed Organically Before You Pay to Amplify
12. Lever 11: Amplify Proven KOL Content via Spark Ads
13. Lever 12: Activate the Closed-Loop Commerce Model
14. Lever 13: A/B Test Creatives Systematically and Refresh Often
15. Lever 14: Set Up Conversion Tracking Before You Spend
16. Lever 15: Monitor the Right KPIs and Build an Optimization Loop
17. Final Thoughts
Most international brands running paid ads on Xiaohongshu (XHS) — also known as Little Red Book or RedNote — are leaving serious money on the table. They launch feed ads, wait for results, scratch their heads at mediocre CPA, and then either overspend or give up entirely. The problem is rarely budget. It's almost always optimization.
XHS is not Meta. It's not Google. It's not even Douyin. Xiaohongshu operates as a trust-first, search-and-discovery hybrid platform with over 300 million monthly active users — and its advertising system rewards brands that understand its unique logic. On this platform, the algorithm watches how real users behave with your content and decides whether your ad deserves more reach. Get the mechanics right, and your cost per acquisition drops while your ROAS climbs. Get them wrong, and you burn budget against an unforgiving quality filter.
This guide breaks down 15 specific, actionable levers that brand marketers can pull to meaningfully improve XHS ad performance — from account setup and platform selection all the way to creative strategy, bidding optimization, and performance measurement. Whether you're just launching your first XHS campaign or trying to scale what's already working, these levers apply across verticals and budget sizes.
Why XHS Ad Optimization Is Different From Other Platforms {#why-xhs-ad-optimization-is-different}
Before pulling any lever, it helps to understand what makes XHS advertising structurally different. On most Western platforms, reach is bought. On Xiaohongshu, reach is earned — even in paid environments. The platform's algorithm evaluates both organic and paid content using similar quality signals: saves, comments, shares, and read-through time. An ad that generates genuine user engagement receives better distribution at lower effective cost. An ad that users scroll past gets penalized with higher CPMs and reduced delivery.
This dynamic creates a counterintuitive truth: creative quality and content authenticity matter more on XHS than on almost any other paid social platform. Brands that understand this shift their mindset from "how do I get impressions" to "how do I earn engagement" — and that mindset is the foundation of every lever in this guide.
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Lever 1: Verify Your Business Account First {#lever-1-verify-your-business-account}
This sounds basic, but skipping or rushing business account verification is one of the most common reasons brands underperform on XHS ads from day one. A verified Professional Account is the prerequisite for accessing every advanced advertising tool on the platform — including the Juguang ad platform, proprietary analytics dashboards, Pugongying influencer tools, and Chengfeng e-commerce ad formats. Without it, you're operating with a fraction of the available capabilities.
For international brands, the verification process requires submitting a valid business license (translated into Chinese by a certified agency), a trademark registration certificate, and a responsible person's ID or passport. The annual verification fee is approximately CNY 600, and the review process typically takes 5 to 7 business days. Build this timeline into your campaign launch plan — and use the wait time to prepare your content strategy and creative assets.
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Lever 2: Choose the Right Ad Platform for Your Goal {#lever-2-choose-the-right-ad-platform}
XHS has multiple advertising systems, and many brands default to one without realizing the others exist. Understanding which platform fits your objective can dramatically change your results.
• Juguang (聚光): XHS's all-in-one managed advertising platform. Best for brands with mature digital experience or complex, high-conversion needs — supporting product seeding, lead generation, and keyword-based exposure across feed and search placements.
• Juguang Lite: A self-serve ad product within the XHS app, exclusive to verified business accounts. Ideal for new advertisers testing content amplification or light-touch lead collection at lower entry costs.
• Chengfeng / Qianfan (千帆): An all-in-one performance platform designed specifically for XHS e-commerce sellers. Best for driving direct product conversions from in-app stores, and often outperforms Juguang in raw product conversion efficiency.
• Pugongying (蒲公英): XHS's official KOL/KOC collaboration platform. Use this to find, brief, and manage creator partnerships — and to amplify approved KOL content through paid distribution.
Choosing the wrong tool for your objective doesn't just waste budget — it can mean your campaigns never get the conversion signal data they need to optimize properly.
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Lever 3: Run Feed Ads AND Search Ads Together {#lever-3-run-feed-and-search-ads}
One of the most expensive mistakes XHS advertisers make is running only one ad type. Feed ads (appearing natively in the Discover feed) and Search ads (appearing when users query specific keywords) serve fundamentally different roles in the purchase journey — and they work best together.
Feed ads build awareness and plant the initial desire to buy. Search ads capture the high-intent users who are actively researching products, often triggered by the very awareness that feed ads created. Running feed ads without search ads means missing users who have already been exposed to your brand and are now actively researching it. Running search ads without feed ads means missing the discovery phase that triggers that search behavior in the first place. Brands that run both formats in coordinated campaigns consistently outperform those using either channel in isolation.
For new campaigns, a practical starting point is allocating a majority of budget to feed ads for broader discovery, while using search ads to capture bottom-of-funnel intent. As performance data accumulates, adjust the split based on where your CPA is most efficient.
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Lever 4: Build Creatives That Look Like Organic Notes {#lever-4-build-native-creatives}
On XHS, the ads that work are the ones that don't look like ads. The platform's algorithm actively deprioritizes overtly commercial content, and users are highly attuned to the difference between authentic notes and brand-produced promotional material. Professional studio photography frequently underperforms compared to lifestyle storytelling that looks like it was shot by a real person.
This means your creative brief needs to start from the platform's aesthetic, not from your global brand guidelines. Effective XHS ad creatives share several qualities: they feel like peer recommendations, they use natural lighting and real-life settings, they tell a story or solve a specific problem, and they avoid superlative language (which is also prohibited under China's Advertising Law — terms like "the best" or "number one" cannot be used without verifiable proof). Ads that mirror organic XHS notes earn higher quality scores and lower effective CPC at auction.
For international brands, this is also a cultural localization challenge. Global assets rarely translate directly. Invest in China-specific creative that reflects the visual language, lifestyle scenarios, and color sensibilities that XHS users recognize and trust.
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Lever 5: Optimize Your Cover Image for CTR {#lever-5-optimize-cover-image}
Your cover image is the single highest-leverage creative element on XHS. It determines whether a user stops scrolling or keeps moving — and the algorithm uses click-through rate as one of its primary quality signals. A high CTR feeds more impressions; a low CTR throttles distribution.
High-performing XHS covers tend to share these characteristics:
• Bright, clean, and subject-focused — avoid cluttered compositions
• 4:3 or 3:4 vertical ratio to maximize screen real estate in the feed
• Text overlays that communicate the post's value proposition in a few words
• Before-and-after visuals or product comparison shots for beauty and lifestyle categories, which reliably drive higher CTRs
• High contrast and saturation — bold colors outperform muted tones in competitive feeds
Think of your cover image as a digital storefront. It must communicate relevance and value within 0.5 seconds. Test at least three to five cover variants in every campaign and let performance data determine which to scale.
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Lever 6: Match Your Ad Title to User Intent {#lever-6-match-title-to-user-intent}
XHS titles function differently from ad headlines on Western platforms. Rather than leading with your brand name or a generic product descriptor, effective XHS titles address a pain point, a specific desire, or a use case scenario that users are actively searching for. A title like "My skin stopped breaking out after I tried this" will almost always outperform "Brand X New Serum Launch."
This matters for both the discovery feed and search placements. In search, XHS's algorithm matches titles against user queries — so incorporating relevant search terms naturally (not forcefully) into your title improves both paid and organic visibility. In the feed, a user-centric title that promises specific value drives the CTR that the algorithm rewards. Aim to solve a recognizable problem or deliver a tangible outcome within your title, and use the caption body to deliver the depth that earns saves and comments.
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Lever 7: Layer Your Audience Targeting Precisely {#lever-7-layer-audience-targeting}
XHS offers sophisticated targeting capabilities through Juguang, and using only basic demographic filters is a significant missed opportunity. The platform allows advertisers to layer geographic targeting (including specific city tiers), demographic data, interest categories, behavioral signals, and keyword-based targeting simultaneously — creating highly qualified audience segments that dramatically improve ad relevance and conversion rates.
For international brands, life-stage targeting is particularly powerful. Reaching users who are currently in the research phase for a specific category (new parents, recent graduates, travelers planning a trip) allows you to match your message to a moment of genuine purchase intent. Broad targeting can suppress CPC but at the cost of relevance. Tight, layered targeting raises bids slightly but delivers substantially better downstream conversion efficiency. The goal isn't the lowest possible CPC — it's the best possible CPA.
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Lever 8: Use Lookalike Audiences From Your Own Data {#lever-8-use-lookalike-audiences}
If you have existing customer data — CRM records, past purchasers, or high-intent leads — uploading it to Juguang for lookalike targeting is one of the highest-ROI optimization moves available. The platform uses your seed audience to identify XHS users with similar behavioral and demographic profiles, consistently producing lower CPAs than broad interest-based targeting alone.
This lever becomes more powerful as your XHS campaign matures. Once conversion tracking is properly configured (covered in Lever 14), you can build lookalike audiences from users who have already completed your target conversion event on XHS itself — creating a self-reinforcing optimization loop where the algorithm continuously learns what your best customers look like and finds more of them.
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Lever 9: Choose the Right Bidding Model for Your Objective {#lever-9-choose-bidding-model}
XHS supports multiple bidding models through Juguang — including CPC (cost per click), CPM (cost per thousand impressions), CPE (cost per engagement), oCPC (optimized cost per click), and oCPM — and choosing the wrong model for your campaign objective is a reliable way to inflate costs without improving results.
Here's a practical framework:
• Awareness campaigns: Use CPM bidding to maximize impression volume at the lowest cost per reach
• Traffic and engagement campaigns: Use CPC or CPE bidding to pay only for users who actively engage
• Conversion campaigns: Use oCPC, which leverages XHS's machine learning to auto-optimize bids toward users most likely to complete your target conversion action
• New campaigns: Start with manual bidding to calibrate your benchmark expectations before switching to automated models, which require sufficient historical data to perform well
The oCPC model uses real-time data on conversion rates and competitive bids to automatically adjust your bidding strategy — but it needs at least a few weeks of data to work effectively. Don't activate automated bidding on day one. Build the data first.
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Lever 10: Seed Organically Before You Pay to Amplify {#lever-10-seed-before-amplify}
One of the most effective — and most frequently skipped — optimization strategies on XHS is allowing content to run organically before investing in paid amplification. The platform's algorithm treats content that has already demonstrated organic traction very differently from untested creative pushed directly into a paid environment.
The practical approach is to let new notes undergo a natural traffic testing phase of approximately two weeks, and only introduce paid amplification after organic engagement signals (saves, comments, shares) stabilize above category averages. Content that has already resonated with a real audience consistently outperforms ads built on untested creative. Running paid spend on a note that the algorithm has already validated is dramatically more cost-efficient than trying to force distribution on content that hasn't yet earned trust.
For brands managing multiple product launches simultaneously, a useful testing method involves running five differentiated notes across three bidding strategies and two targeting combinations concurrently, with daily budgets capped conservatively, to quickly surface the highest-performing content before scaling spend.
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Lever 11: Amplify Proven KOL Content via Spark Ads {#lever-11-amplify-kol-content}
Amplifying creator-produced content through paid distribution — rather than only running brand-produced ads — is one of the most reliable ways to lower CPC while improving engagement quality. Boosting influencer posts through XHS's Spark Ads (薯条推广) or the Spotlight (星推) system can reduce CPC by 30 to 50% compared to brand-only creative, because the algorithm prioritizes authentic, peer-style content that users are more likely to engage with.
The key to making this work is choosing the right content to amplify. Focus on KOL and KOC posts that have already demonstrated strong organic performance, measured by saves, comments, and shares. When you amplify content that has already resonated, you inherit the social proof of the original post — existing comments, saves, and likes remain visible to new users served the ad, creating a credibility signal that brand-produced ads simply cannot replicate. For portfolio approach, combining mid-tier KOLs (100K–1M followers) with micro-KOCs (under 100K) typically delivers the best balance of reach and conversion authenticity.
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Lever 12: Activate the Closed-Loop Commerce Model {#lever-12-closed-loop-commerce}
If you have an XHS store, you are leaving conversion efficiency on the table by sending users outside the app. The closed-loop commerce model — where users move from ad discovery to product page to checkout entirely within XHS — is increasingly central to high-performing campaigns on the platform. Removing the exit from the app significantly reduces friction and increases conversion rates, particularly for impulse-adjacent purchase categories.
This means setting up your XHS store properly, tagging products directly within your ad notes, and using Chengfeng (Qianfan) ad formats that are specifically optimized for in-app e-commerce conversion. For brands that also have physical locations, the POI (Point of Interest) store component — launched on Juguang in 2025 — links users with offline stores directly through ad placements, creating a seamless online-to-offline path that is highly effective for F&B, beauty, and retail brands with physical presence in China.
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Lever 13: A/B Test Creatives Systematically and Refresh Often {#lever-13-ab-test-creatives}
Ad fatigue on XHS is real, and it sets in faster than most brands expect. The platform's recommendation engine is highly efficient at serving the same content to overlapping audiences repeatedly, which causes engagement rates to decay and effective CPC to rise over time. The solution is a disciplined system for testing and rotating creative.
A practical framework:
• Launch every new campaign with at least three to five creative variants — varying cover image, title, format (image vs. video vs. carousel), and CTA
• Run variants simultaneously rather than sequentially to ensure fair comparison
• Review performance data every seven to fourteen days and retire the lowest-performing 30% of variants
• Refresh your creative pool regularly — monthly at minimum for active campaigns
• Build a "Creative Leaderboard" internally: a running record of top-performing ad variations by CTR and engagement rate, which informs briefs for new creative production
Iterative creative improvement is one of the few levers that progressively lowers CPC over the full lifetime of a campaign, because the algorithm rewards content that continues to earn engagement.
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Lever 14: Set Up Conversion Tracking Before You Spend {#lever-14-conversion-tracking}
Without conversion tracking properly configured, the XHS algorithm has no signal to optimize ad delivery — it's flying blind. Yet many international brands launch campaigns before completing this step, meaning they're paying for activity they can't measure or optimize against.
XHS supports three primary tracking methods:
• XHS Pixel: A JavaScript snippet for website conversions, checkout flows, and form submissions — the right choice for most brands with a landing page or external e-commerce site
• SDK integration: Required for tracking app installs and in-app purchases on iOS and Android
• Server-side API: Sends conversion signals directly from your server to XHS, providing maximum accuracy and resilience against browser-based tracking limitations
Once tracking is active and accumulating data for at least one to two weeks, you can begin breaking down cost per conversion by ad group, creative variant, and audience segment — identifying which combinations are producing efficient results and which are consuming budget without outcomes. Conversion data also unlocks lookalike audience creation (Lever 8) and enables proper ROAS reporting that makes budget decisions defensible to stakeholders.
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Lever 15: Monitor the Right KPIs and Build an Optimization Loop {#lever-15-monitor-kpis}
Performance optimization on XHS is not a one-time campaign action — it's a continuous process. Brands seeing the strongest ROAS on the platform are not necessarily spending the most; they're measuring the most accurately and adapting fastest. Building a structured optimization cadence is what separates brands that scale on XHS from those that plateau.
The KPIs that actually matter for XHS ad performance:
• Click-Through Rate (CTR): Indicates creative and messaging relevance to your target audience. Low CTR signals a cover image or title problem
• Engagement Rate: Saves, comments, shares, and likes relative to impressions. High engagement triggers organic distribution in addition to paid
• Cost Per Conversion (CPA): Your core efficiency metric — track this at the ad group, creative, and audience level, not just campaign level
• Save Rate: A uniquely important signal on XHS. Saves indicate genuine purchase consideration and also boost organic distribution, compounding your paid investment
• ROAS: Track revenue data directly from properly configured conversion events to make budget allocation decisions with confidence
Apply the PDCA cycle (Plan, Do, Check, Act) to your campaign management rhythm. Review data weekly, make one or two targeted changes at a time (don't change everything simultaneously), and document what you learn. Over a 60 to 90-day campaign lifecycle, this iterative approach consistently produces materially better outcomes than a set-and-forget strategy.
Final Thoughts {#final-thoughts}
XHS ad performance optimization isn't about finding a single silver bullet — it's about pulling multiple levers in the right combination and iterating systematically based on real data. The 15 levers covered here span the full campaign lifecycle: from account setup and platform selection, through creative strategy, audience targeting, and bidding, to conversion tracking and ongoing performance management.
The brands winning on XHS right now share a common characteristic: they treat the platform on its own terms. They build content that earns trust rather than interrupting it. They run paired feed and search strategies. They amplify what's already working organically. And they measure everything. For international brands, this also means investing in genuine cultural and creative localization — not just translation.
Applied consistently, these levers can move your XHS campaigns from average to exceptional. The platform's peer-recommendation environment, high-intent user base, and relatively lower CPMs compared to Western platforms mean that well-optimized XHS advertising delivers ROAS that most brands haven't yet experienced — but only if you run it right.
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