retention-and-engagement

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Retention & Engagement

用户留存与参与度

Category: Growth

Retention & Engagement | Refound AI
Lenny Skills Database SKILLS PLAYBOOKS GUESTS ABOUT SKILLS PLAYBOOKS GUESTS ABOUT Growth 29 guests | 47 insights
Retention & Engagement Retention is the ultimate measure of product value. If users don't come back, you haven't solved a real problem. The goal is to build habits that bring users back daily, especially in the critical first seven days, while removing friction and providing immediate rewards that satisfy present bias.
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The Guide 5 key steps synthesized from 29 experts.
1 Prioritize the first seven days obsessively The zero-to-seven day window is when you either lock in user behavior or lose them forever. Once users reach a seven-day streak or milestone, loss aversion kicks in and retention flattens. Focus disproportionate experimentation and resources on this critical onboarding period.
Featured guest perspectives
"We've looked at the data for our retention curves, and what we found is that once you get to seven days, loss aversion kicks in, and you retain. So, going from a one to a two-day streak, huge jump in retention... Once you hit day seven, it flattens out."
— Jackson Shuttleworth "One of the things that I'm constantly reminding myself of is that a tool like Codex naturally is a tool that you would become a power user of... it's just critically important to go look at your D7 retention."
— Alexander Embiricos 2 Get users to the 'aha moment' faster Shorten 'time to value' by exposing users to the product's 'special sauce' as quickly as possible. Removing adoption blockers is just as important for retention as adding new features. Create a dedicated 'blockers' team to systematically eliminate friction points.
Featured guest perspectives
"I think it is important to get someone into a product and very quickly have them experience some special sauce, something that's amazing about the product... shortening the time to scene and having that incredible moment and seeing the true value of the product."
— Dylan Field "I've consistently seen that improving onboarding is one of the highest leverage opportunities for both signup conversion and increasing long term retention. Getting people to your aha moment more quickly and reliably is so incredibly important."
— Kristen Berman 3 Use positive reinforcement over negative feedback After a user 'fails' (loses a game, misses a target), surface their successes rather than highlighting mistakes. This emotional recalibration dramatically improves retention and engagement. Build feedback loops that are encouraging rather than discouraging.
Featured guest perspectives
"When you lose a game now as opposed to surfacing your blunders and your horrible stuff that you did, we flip it on its head and so we show you your brilliant moves, your best moves, and we have coach say something encouraging... That change alone was pretty dramatic for us. It grew game reviews by 25%, subscriptions by 20%, user retention by a lot as well."
— Albert Cheng 4 Build a gamification system with three pillars Effective gamification requires a tight core loop (daily habits), a metagame for long-term motivation (leaderboards, paths), and a profile that reflects the user's accumulated investment. Each element reinforces the others to create sticky behavior.
Featured guest perspectives
"Jorge actually had this model of gamification patterns having essentially three pillars to it. You have the core loop, you have the metagame, and then you have the profile... Build a core loop that rewards daily habits. Implement a metagame (like leaderboards or paths) for long-term striving. Ensure the user profile reflects their accumulated progress and investment."
— Albert Cheng 5 Create proactive and reactive win-back experiences For mature products, dormant users are often a larger pool than new users. Design specific 'resurrection' experiences that help returning users re-onboard. Build win-back flows triggered by specific drops in measurable engagement milestones.
Featured guest perspectives
"It's actually worth spending some time making sure that that resurrected, for lack of a better word, experience inside the product is really excellent and that you find novel ways to try to bring them back."
— Albert Cheng "The only way to catch them if they fall is if you're measuring something meaningful along the way... We also have a map where it's the experience to get them to a certain value moment, but then that win back experience to get them back in should they fall out for any reason."
— Gia Laudi
✗ Common Mistakes
Masking poor retention with explosive top-line growthOptimizing local conversion rates while restricting the top of the funnelOver-simplifying onboarding to the point where the product loses its identityFocusing on acquisition over retention and expansion ✓ Signs You're Doing It Well
30-40% Day 1 retention for consumer apps, 60%+ week-one retention for free productsCurrent user retention rate (CURR) is your most impactful metric for DAUUsers report they'd be 'very disappointed' without the productDormant users are successfully re-engaging through resurrection experiences
All Guest Perspectives
Deep dive into what all 29 guests shared about retention & engagement.
Albert Cheng 5 quotes
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"User retention is gold for consumer subscription companies. If you don't retain your users, then a lot of the onus is on getting them to pay on day one." Tactical: Focus on retention before aggressive day-one upselling. "When you lose a game now as opposed to surfacing your blunders and your horrible stuff that you did, we flip it on its head and so we show you your brilliant moves, your best moves, and we have coach say something encouraging, 'Losing, just part of learning, keep it up.' That type of thing. That change alone was pretty dramatic for us. It grew game reviews by 25%, subscriptions by 20%, user retention by a lot as well." Tactical: Audit product feedback loops to ensure they are encouraging rather than discouraging after a user failure.Surface 'brilliant moves' or successes even in a losing context. "I think when you have your D one retention somewhere around the 30 or 40% mark, that's quite solid I think for a consumer app. If it's much lower than that, then sometimes I might question the intent of the user or the ability for that, you to I guess acquire just mathematically acquire enough users such that you can grow a big enough daily active user base." Tactical: Benchmark Day 1 retention at 30-40% to validate product-market fit and acquisition scalability. "It's actually worth spending some time making sure that that resurrected, for lack of a better word, experience inside the product is really excellent and that you find novel ways to try to bring them back." Tactical: Create a specific 'resurrected user experience' that helps returning users catch up or re-onboard.Use social notifications (e.g., 'your friend joined') to trigger resurrection. "Jorge actually had this model of gamification patterns having essentially three pillars to it. You have the core loop, you have the metagame, and then you have the profile." Tactical: Build a core loop that rewards daily habits.Implement a metagame (like leaderboards or paths) for long-term striving.Ensure the user profile reflects their accumulated progress and investment.
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Alexander Embiricos 1 quote
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"One of the things that I'm constantly reminding myself of is that a tool like Codex naturally is a tool that you would become a power user of... it's just critically important to go look at your D7 retention. Just go try the product, sign up from scratch again." Tactical: Prioritize D7 retention as a primary success metricRegularly dogfood the 'first-mile' experience by signing up from scratch to identify onboarding friction
View all skills from Alexander Embiricos →
Aishwarya Naresh Reganti + Kiriti Badam 1 quote
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"In ChatGPT, if you are liking the answer, you can actually give a thumbs up. Or if you don't like the answer, sometimes customers don't give you thumbs down, but actually regenerate the answer. So that is a clear indication that the initial answer that regenerator is not meeting the customer's expectation. So these are the kind of implicit signals you always need to think about." Tactical: Monitor 'regeneration' rates as a key metric for response quality.Track implicit user signals to identify where the product is failing to meet expectations.
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Archie Abrams 2 quotes
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"The way we think about churn is really going back to Shopify as a kind of our mission and what we want to do, which is to increase the amount of entrepreneurship on the internet. And so as a business, we want to make it as easy as possible to get started with your online store, with your business. But most businesses do ultimately fail. And so the way we look at it is can we lower the barriers to getting started and get as many people in the door trying their hand at entrepreneurship?" Tactical: Lower barriers to entry to maximize the number of users attempting to use the product.Focus on power-law metrics (like total GMV per cohort) rather than average per-user retention. "The simplest way to increase my signup to activated thing is just make it harder to sign up. Nuts and bolts, that will always happen is when you have teams on that local conversion rates, you get all these weird team incentives, because they're optimizing to basically implicitly make it harder to do the step before them." Tactical: Monitor if conversion rate improvements are coming at the cost of total volume from the previous funnel step.Incentivize teams based on the absolute number of users reaching a milestone rather than the percentage rate.
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Bangaly Kaba 1 quote
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"It turned out that what was happening anecdotally is that people were revving up Instagram, following a bunch of people, following a lot of celebrities... and then when they actually went to make their first post... none of their friends were following them. And so there was posting into an echo chamber." Tactical: Prioritize human-to-human connections in the onboarding flow to ensure users receive likes and comments on their first posts.Reduce 'account access churn' by making it easier for users to log back in via trusted devices or saved credentials.
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Crystal W 1 quote "If it's a free product, 60%. It has to be at least 60%. If it's a free product, we go over a week. If it's a paid product, I usually look at that more as maybe 20 to 30%." Tactical: Aim for 80% retention among friends and family as an early signalLook for the step immediately preceding conversion to identify the highest leverage friction pointsImplement 'pause' or 'snooze' features to prevent permanent churn when users feel overwhelmed
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Dylan Field 2 quotes
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"I think it is important to get someone into a product and very quickly have them experience some special sauce, something that's amazing about the product... shortening the time to scene and having that incredible moment and seeing the true value of the product." Tactical: Identify the 'special sauce' moment and move it earlier in the user journeyUse collaborative 'multiplayer' moments to demonstrate value quickly "Specific things that he's encouraged us to focus on are not just innovative features but a consistent emphasis on fixing the blocking issues that might prevent a user from adopting... removing the blockers is as important for retaining users as adding cool new stuff." Tactical: Create a dedicated 'Blockers' team to systematically remove friction pointsMonitor metrics to see how striking down individual blockers improves activation
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Elena Verna 2 quotes
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"It was 12 months plus of usage that had to happen before sales contracts can be created on sustainable way... it takes a year of usage to escalate the problem from individual to a company-level solution." Tactical: Measure the time from first sign-up to enterprise contract to set realistic sales expectationsMonitor behavioral signals like 'admin switches' or visits to 'terms of use' pages as high-intent indicators "Growth teams are often too obsessed about removing friction... just removing steps or yanking or simplifying things to an oblivion where you lose an identity of what you even do or what you're capable of doing is a completely failed growth tactic." Tactical: Focus on reducing 'cognitive load' (confusion) rather than just the number of steps in a flow.Avoid 'simplifying onboarding' as a standalone goal; ensure it solves a specific problem like lack of education or user drop-off.
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Gia Laudi 2 quotes
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"Recurring revenue businesses, you cannot think about marketing and growth and the business overall as ending an acquisition, otherwise you're not in business anymore. And the vast, vast majority of these models don't take post-acquisition, retention, expansion, all of that into account." Tactical: Incorporate post-acquisition metrics into your growth modelFocus on retention and expansion as core components of the marketing and growth function "The only way to catch them if they fall is if you're measuring something meaningful along the way. We have that storyboard that we were talking about. We also have a map where it's the experience to get them to a certain value moment, but then that win back experience to get them back in should they fall out for any reason." Tactical: Create proactive customer experiences (in-app or email) to guide users to valueDesign reactive 'win-back' flows for users who fail to reach specific milestones
View all skills from Gia Laudi →
Gina Gotthilf 1 quote
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"I really believe that... the most important thing for the growth of anything tech, maybe in general, is retention. Of course, you need acquisition, but retention is important. And I simplify it a little bit because retention, I don't think of it in terms of like, wow, I must retain this user. It's like, is this thing valuable or not? That's what retention is to me. Either it's actually providing real value or it's not. If it's providing real value, people stick around. It's as simple as that." Tactical: Treat retention as a proxy for product-market fit and core value.Prioritize understanding why users leave over simply acquiring more users.
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Jackson Shuttleworth 3 quotes
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"What Duolingo really focuses on is, how do we help users build habits around language learning? Getting user come back the next day is the biggest problem to solve." Tactical: Focus on the daily return as the primary problem to solve. "We've looked at the data for our retention curves, and what we found is that once you get to seven days, loss aversion kicks in, and you retain. So, going from a one to a two-day streak, huge jump in retention, two to three day streak, slightly less but still huge and it's up until day seven. Once you hit day seven, it flans out." Tactical: Focus disproportionate experimentation on the zero-to-seven day user experience.Use the seven-day mark as the target for 'locking in' user behavior. "The metric that is most effective, where a percentage change in that metric is most effective at driving DAUs is current user retention rate (CURR). And this is just users who are not new or resurrected, getting them to come back tomorrow." Tactical: Prioritize CURR over new user acquisition or resurrection for sustainable growth.
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John Cutler 1 quote
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"Our CS team developed 110-page bulk of research from working directly with customers around retention engagement, then we had a PM and a great content writer, Archana, zero in and kind of make it palatable, then we did ARC for it. So, it didn't just magically appear... It's a company filled with passionate experts of these things, and it was like tested, iterated, tested, iterated, expanded, tested, put into motion, put into practice."
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Jules Walter 1 quote
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"I was able to ship changes in the new user experience, especially on mobile. That moved the needle by a lot, like double-digit percentages... We're talking about top line metrics like activation." Tactical: Prioritize the new user experience (onboarding) to impact top-line activation.Apply growth frameworks specifically to mobile user flows to find high-leverage improvements.
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Kayvon Beykpour 1 quote
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"The reason that the Periscope app failed, it really comes down to a few things. One, we did not address the core problem that retention wasn't good. Our poor retention was mapped by just an incredible surge in top-line user growth." Tactical: Prioritize fixing retention issues even during periods of massive user acquisition.
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Kristen Berman 3 quotes
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"I've consistently seen that improving onboarding is one of the highest leverage opportunities for both signup conversion and increasing long term retention. Getting people to your aha moment more quickly and reliably is so incredibly important." Tactical: Focus on getting users to the 'aha moment' quickly and reliably. "We are all present bias, which means we prioritize our present self over our future self, so there are plenty of reasons that somebody, your customer, your user should take an action, but you actually have to give them a reason to take an action today." Tactical: Build in immediate rewards like completion checkboxes or social notifications to provide instant gratification. "When you want to get somebody to do something more, you make it easier. When you want someone to do something less, you make it... Put up barriers." Tactical: Use 'Are you sure?' popups or labels to slow users down in a 'hot state'.Introduce logistical friction to redirect users toward better behaviors.
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Laura Schaffer 1 quote
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"The analogy I have for this is pilling a hot dog. So if anyone's got a dog or an animal you have to feed a pill to, it's like you can't just feed the pill to the animal, it's never going to happen. But if you shove it inside of a hot dog, which looks good and that's exciting, then you can get them to consume it more easily." Tactical: Identify the 'bogeyman'—the specific step that psychologically trips up your usersBury scary technical tasks (like configuring a phone number) inside comfortable environments (like documentation)Prioritize the user's psychological readiness over the logical sequence of setup steps
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Lauryn Isford 1 quote
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"Onboarding is that first really important choke point that from which downstream of onboarding so many important metrics and results flow for the business, from converting someone to a paid customer to closing a deal to growing, how many people in an organization are using your product. So, all of that really comes back to onboarding and if you can get that right, lots of good things will follow." Tactical: Treat onboarding as the primary gateway to long-term retentionFocus on reducing cognitive load during the initial user experienceAlign onboarding goals with the user's desired outcome rather than the business's feature list
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Madhavan Ramanujam 1 quote
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"To stop churn, you need to attract customers who won't leave. That sounds counterintuitive, but that's the best way to actually stop churn... The way to stop churn is to start acquiring customers who won't leave. And that is the most important thing. So if you look back at your data and say, 'Who are the types of customers who actually tend to stay longer?'" Tactical: Analyze historical data to identify characteristics of long-term, loyal customersFocus acquisition spend on segments with naturally high retention rates
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Nick Turley 1 quote
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"We don't care at all how much time you spend in the product. In fact, our incentive is just to solve your problem and if you really like the product, you'll subscribe, but there's no incentive to keep you in the product for long." Tactical: Optimize for 'time to value' rather than 'time spent'Monitor 'smile curves' in retention where users return and increase usage as they learn to delegate to AI
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Nikita Bier 1 quote
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"If you can't demonstrate value in the first three seconds, it's over... You really have to craft onboarding everything to ensure that that's where the design part comes in." Tactical: Invert the time-to-value so the core experience happens within seconds of opening the appEliminate any onboarding steps that delay the primary value proposition
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Patrick Campbell 1 quote
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"There is strategic retention and then there's tactical retention... tactical retention, it's typically about 25 to 40% of your churn problem, which is a significant amount, but you don't really look at it because again, you're like, 'I've got to go focus on features.'" Tactical: Optimize cancellation flows by asking 'Why are you leaving?' followed by 'What did you like about the product?'Implement automated recovery funnels for failed credit card paymentsOffer salvage offers, pause plans, or maintenance plans during the offboarding process
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Sahil Mansuri 1 quote
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"Take your best sales people and make them CSMs... What we cannot under any circumstances do is lose our existing customers because replacing them is going to be impossible. So it's kind of like you got your leaky bucket, you got to patch that leak really, really fast and really hard." Tactical: Move top-performing Account Executives to Customer Success (CSM) rolesShift product marketing to focus on research and benchmarks for existing customersCreate exclusive content or data reports that help current customers survive the downturn
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Sarah Tavel 4 quotes
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"The test for me, of whether you're building a product that has the ingredients to create a retentive product on a micro level, just at the user level, is that the product should get better the more you use it, and you'll have more to lose by leaving it." Tactical: Ensure the product experience personalizes or improves based on user inputCreate 'mounting loss' by making the product a repository for user identity or data "I particularly love to look at that on a weekly active user completing the core action pieces of like, are users completing the core action? How is that changing overtime for each of the cohorts? And then also, looking at activity level within those cohorts." Tactical: Track weekly cohorts based on sign-up dateMonitor the 'smile graph' where users become more retained over time rather than just dwindling "Until you reach a point with your cohorts where there is a plateau, you have more work to do on figuring out the retention of your users." Tactical: Analyze cohort plateaus to determine if the 'leaky bucket' problem is solved "The happiness loop, the idea is you have a lot of new sellers coming in, and of course you have new buyers, but you want to make sure that you are matching your buyers with the sellers that are going to give them the best experience." Tactical: Use search ranking to reward suppliers who provide the best user experienceAllow for healthy churn of low-quality suppliers to protect the buyer experience
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Sean Ellis 2 quotes
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"It's usually much more function of onboarding to the right user experience than it is about the kind of the tactical things that people try to do to improve retention." Tactical: Prioritize activation and onboarding over late-stage retention features.Focus on 'speed to value' to ensure users reach the 'aha moment' quickly. "One of the things I've always said is just ignore the people who say they'd be somewhat disappointed. They're telling you it's a nice to have. They're as good as gone, so just ignore those guys." Tactical: Segment your engagement data by user sentiment (must-have vs. nice-to-have).
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Sri Batchu 1 quote
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"At Facebook, it was 10 friends the first seven days. At Instacart, it was three orders in the first month. And at Ramp, for our activation... we've got four events that the customer needs to do in the first 30 days." Tactical: Analyze data to find the number of key actions in a specific timeframe that predict long-term engagementAlign the activation team specifically around driving those 'magic number' events
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Sriram and Aarthi 1 quote
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"Facebook knew that it needed to get you to 10 friends in 14 days. If you got your 10 friends in 14 days, you were probably going to use Facebook." Tactical: Identify the 'magic number' of actions or connections that correlates with long-term retention.Prioritize new user experiences that drive users toward that specific milestone.
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Zoelle Egner 1 quote
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"I think they [templates] can be tremendously helpful if you are horizontal because they help to narrow the surface area for a user, so they understand how to connect the dots between their problem and your product." Tactical: Use templates to narrow the 'surface area' for new usersFocus templates on specific use cases rather than generic product featuresLeverage templates to facilitate expansion within existing company accounts
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Hila Qu 3 quotes
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"I think [the aha moment] as a moment, as a first time a user experienced value of your product... At GitLab we actually did a bunch of analysis. We ended up have something along the line of two users, two features used in the first 14 days." Tactical: Define the 'Aha Moment' based on data correlation with retentionLook for multi-user or multi-feature usage milestones in collaborative products "I think how I think about retention, there are two steps. One is how to build a habit in their usage pattern, so that they are using this maybe every week, every day. The key to do that is, first of all, your product need to have a high enough frequency. If you are using this once per month, it's not likely you can build this into a habit." Tactical: Build habit-forming or collaboration features directly into the workflowIdentify or add high-frequency use cases to the product "The second part around retention is I actually think extension is part of retention. Basically you already have a steady usage flow... What are the right moment to prompt you to think about maybe buying more? And there are three buckets of product-led extension. The first one is up upgrade to a higher tier. The second one is buying more seeds, buying more license. The third one is if you have some sort of a consumption add-on component." Tactical: Trigger upgrade prompts based on specific usage data signalsOffer consumption-based add-ons to increase account value
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Josh Miller 1 quote
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"what I'm really proud of is, 12 months later we've been inching it up and up and up, despite getting further away from the earliest most passionate adopters. So, our retention curve's going up and up a little bit" Tactical: Monitor cohort-over-cohort retention improvements to validate product changesLook for 'D5/D7' retention in the low-to-mid 30s or 40s for high-utility software
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Help me with retention & engagement Related Skills Other Growth skills you might find useful. 54 guests Designing Growth Loops Effective growth strategy requires a deep understanding of the specific loops that drive acquisition... View Skill → → 46 guests Pricing Strategy Shifting to a direct-to-consumer subscription model requires building a 'destination-first' approach... View Skill → → 46 guests Measuring Product-Market Fit Product-market fit is not static; changes in the external economic environment can effectively reset... View Skill → → 4 guests Marketplace Liquidity Management The guest provides a deep framework for identifying, measuring, and managing marketplace liquidity (... View Skill → →
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分类:增长

用户留存与参与度 | Refound AI
Lenny技能数据库 技能 手册 嘉宾 关于我们 技能 手册 嘉宾 关于我们 增长 29位嘉宾 | 47条见解
用户留存与参与度 留存是衡量产品价值的终极指标。如果用户不再回来,说明你没有解决真正的问题。我们的目标是培养用户每日回访的习惯,尤其是在关键的前七天,同时消除使用障碍并提供即时奖励,满足用户的即时偏好。
下载Claude Skill
阅读指南
指南 从29位专家的经验中提炼出的5个关键步骤。
1 极度重视用户的前七天体验 从注册到第七天的窗口期,是你要么锁定用户行为、要么永远失去他们的关键阶段。一旦用户达成七天连续使用的记录或里程碑,损失厌恶心理就会生效,留存率会趋于稳定。要将更多的实验资源投入到这个关键的新手引导期。
嘉宾观点精选
"我们分析了留存曲线数据,发现一旦用户使用满七天,损失厌恶心理就会触发,留存率会稳定下来。从第一天到第二天连续使用,留存率会大幅提升;第二天到第三天,提升幅度略有下降但仍然明显,这种趋势会持续到第七天。一旦到了第七天,留存率就会趋于平稳。"
— Jackson Shuttleworth "我一直在提醒自己,像Codex这样的工具,用户自然会成为深度使用者……因此关注七日留存率(D7 retention)至关重要。"
— Alexander Embiricos 2 让用户更快抵达"惊喜时刻" 通过尽快向用户展示产品的"核心优势"来缩短"价值交付时间"。消除用户采用障碍对留存的重要性不亚于添加新功能。成立专门的"障碍消除团队",系统性地解决使用中的摩擦点。
嘉宾观点精选
"我认为,让用户快速进入产品并体验到它的核心优势——那种令人惊叹的特性——非常重要……缩短用户抵达核心场景的时间,让他们体验到那个惊喜时刻,感受到产品的真正价值。"
— Dylan Field "我一直发现,优化新手引导是提升注册转化率和长期留存率的最高杠杆机会之一。让用户更快、更稳定地抵达惊喜时刻至关重要。"
— Kristen Berman 3 用正向强化替代负面反馈 当用户"失败"(比如输掉游戏、未达成目标)时,展示他们的成功之处而非强调错误。这种情绪调整能显著提升留存和参与度。构建鼓励性而非打击性的反馈循环。
嘉宾观点精选
"现在当用户输掉游戏时,我们不再展示他们的失误和糟糕表现,而是反过来,展示他们的精彩操作、最佳表现,还会有教练给出鼓励的话语……单单这个改变就给我们带来了显著影响:游戏评分提升了25%,订阅量增长了20%,用户留存率也大幅提升。"
— Albert Cheng 4 构建包含三大支柱的游戏化体系 有效的游戏化需要紧密的核心循环(每日习惯)、长期激励的元游戏(排行榜、进阶路径)以及能体现用户累计投入的个人档案。每个元素都相互强化,形成粘性行为。
嘉宾观点精选
"Jorge提出的游戏化模式本质上包含三大支柱:核心循环、元游戏和个人档案……构建奖励每日习惯的核心循环。实施元游戏(如排行榜或进阶路径)以满足长期目标。确保用户档案能体现他们的累计进度和投入。"
— Albert Cheng 5 打造主动与被动的召回体验 对于成熟产品,沉睡用户的规模往往超过新用户。设计专门的"唤醒"体验,帮助回归用户重新适应产品。构建由可衡量参与度里程碑的下降触发的召回流程。
嘉宾观点精选
"花些时间确保产品内的‘唤醒’体验足够出色,并用新颖的方式尝试召回用户,这是值得的。"
— Albert Cheng "要在用户流失时抓住他们,你必须在过程中衡量有意义的指标……我们有之前提到的故事板,还有一份路径图,不仅规划了引导用户抵达价值时刻的体验,还设计了在用户流失时召回他们的体验。"
— Gia Laudi
✗ 常见误区
用爆发式的表层增长掩盖糟糕的留存率 优化局部转化率却限制了漏斗顶部的用户规模 过度简化新手引导,导致产品失去核心特色 专注于获客而非留存与用户拓展 ✓ 做得好的标志
消费类应用首日留存率达30-40%,免费产品首周留存率达60%+ 当前用户留存率(CURR)是影响日活跃用户数(DAU)的最关键指标 用户表示如果没有该产品会"非常失望" 沉睡用户通过唤醒体验成功重新参与
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深入了解29位嘉宾关于留存与参与度的分享。
Albert Cheng 5条观点
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"用户留存对于消费订阅公司来说是黄金指标。如果留不住用户,那么很大的压力就会落在首日付费转化上。" 策略建议: 在激进的首日推销前先专注于留存。 "现在当用户输掉游戏时,我们不再展示他们的失误和糟糕表现,而是反过来,展示他们的精彩操作、最佳表现,还会有教练给出鼓励的话语,比如‘失败只是学习的一部分,继续加油’。单单这个改变就给我们带来了显著影响:游戏评分提升了25%,订阅量增长了20%,用户留存率也大幅提升。" 策略建议: 审核产品反馈循环,确保在用户失败后给出的是鼓励而非打击。即使在失败场景下也要展示用户的"精彩操作"或成功之处。 "我认为消费类应用的首日留存率在30%到40%左右是相当不错的。如果远低于这个水平,有时我会质疑用户的真实需求,或者公司是否能在数学层面获取足够多的用户来支撑庞大的日活跃用户群。" 策略建议: 将首日留存率30-40%作为验证产品市场匹配度和获客可扩展性的基准。 "花些时间确保产品内的‘唤醒’体验足够出色,并用新颖的方式尝试召回用户,这是值得的。" 策略建议: 设计专门的"唤醒用户体验",帮助回归用户赶上进度或重新适应产品。使用社交通知(如‘你的朋友加入了’)触发唤醒。 "Jorge提出的游戏化模式本质上包含三大支柱:核心循环、元游戏和个人档案。" 策略建议: 构建奖励每日习惯的核心循环。实施元游戏(如排行榜或进阶路径)以满足长期目标。确保用户档案能体现他们的累计进度和投入。
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Alexander Embiricos 1条观点
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"我一直在提醒自己,像Codex这样的工具,用户自然会成为深度使用者……因此关注七日留存率(D7 retention)至关重要。重新从注册开始体验产品,亲自感受一下。" 策略建议: 将七日留存率作为首要成功指标定期以新用户身份注册产品,亲自体验"第一英里"流程,找出新手引导中的摩擦点
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Aishwarya Naresh Reganti + Kiriti Badam 1条观点
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"在ChatGPT中,如果你喜欢某个回答,可以点赞;如果不喜欢,有时用户不会点踩,而是直接重新生成回答。这清楚地表明初始回答没有满足用户的期望。你需要时刻关注这类隐性信号。" 策略建议: 将"重新生成"率作为衡量回答质量的关键指标。跟踪用户的隐性信号,找出产品未满足期望的地方。
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Archie Abrams 2条观点
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"我们对流失的理解要回归到Shopify的使命——提升互联网上的创业数量。作为企业,我们希望让用户尽可能轻松地开启在线商店和创业之旅。但大多数企业最终都会失败,所以我们的关注点是:能否降低创业门槛,让更多人尝试创业?" 策略建议: 降低准入门槛,最大化尝试使用产品的用户数量。关注幂律指标(如每个 cohort的总GMV)而非平均用户留存率。 "提升注册到激活转化率的最简单方法其实是提高注册难度。本质上,当团队专注于局部转化率优化时,会产生奇怪的团队激励,因为他们的优化实际上会让前一个漏斗环节的操作变得更难。" 策略建议: 监控转化率提升是否以前一个漏斗环节的用户总量下降为代价。以达到里程碑的用户绝对数量而非百分比来激励团队。
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Bangaly Kaba 1条观点
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"实际情况是,人们打开Instagram后,关注了很多人,包括名人……但当他们发布第一条帖子时,没有朋友关注他们,就像在空房间里说话一样。" 策略建议: 在新手引导流程中优先建立人与人之间的连接,确保用户的第一条帖子能获得点赞和评论。通过可信设备或保存的凭证简化登录流程,减少"账户访问流失"。
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Crystal W 1条观点 "如果是免费产品,留存率必须至少达到60%,我们看的是一周的数据。如果是付费产品,我通常认为20-30%是合理的。" 策略建议: 以亲友间80%的留存率作为早期信号找出转化前的关键步骤,确定最高杠杆的摩擦点当用户感到压力时,提供"暂停"或" snooze"功能,避免永久流失
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Dylan Field 2条观点
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"我认为,让用户快速进入产品并体验到它的核心优势——那种令人惊叹的特性——非常重要……缩短用户抵达核心场景的时间,让他们体验到那个惊喜时刻,感受到产品的真正价值。" 策略建议: 确定产品的"核心优势"时刻,并将其提前到用户旅程的早期使用协作式"多人"场景快速展示产品价值 "他鼓励我们关注的不仅是创新功能,还要持续解决可能阻碍用户采用的问题……消除障碍对留存用户的重要性不亚于添加酷炫的新功能。" 策略建议: 成立专门的"障碍消除团队",系统性地解决摩擦点监控指标,查看解决单个障碍对激活率的提升效果
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Elena Verna 2条观点
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"用户需要使用12个月以上,才能形成可持续的销售合同……问题需要经过一年的使用,才能从个人层面升级到企业级解决方案。" 策略建议: 衡量从首次注册到签订企业合同的时间,设定合理的销售预期监控"管理员切换"或访问"使用条款"页面等行为信号,作为高意向指标 "增长团队常常过于痴迷于消除摩擦……仅仅减少步骤或过度简化,会让产品失去自身的特色和能力,这是完全失败的增长策略。" 策略建议: 专注于降低"认知负荷"(困惑)而非仅仅减少流程步骤。避免将"简化新手引导"作为独立目标;确保优化是为了解决特定问题,比如用户教育不足或流失。
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Gia Laudi 2条观点
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"对于经常性收入业务,你不能将营销和增长仅仅视为获客,否则企业无法持续。绝大多数增长模型都没有考虑获客后的留存、拓展等环节。" 策略建议: 将获客后的指标纳入增长模型将留存和拓展作为营销与增长职能的核心组成部分 "要在用户流失时抓住他们,你必须在过程中衡量有意义的指标。我们有之前提到的故事板,还有一份路径图,不仅规划了引导用户抵达价值时刻的体验,还设计了在用户流失时召回他们的体验。" 策略建议: 创建主动式客户体验(应用内或邮件),引导用户抵达价值为未达成特定里程碑的用户设计被动式"召回"流程
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Gina Gotthilf 1条观点
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"我坚信……对于任何科技产品的增长来说,最重要的是留存。当然,你需要获客,但留存更为重要。我把它简化了一点,因为我不认为留存是‘我必须留住这个用户’,而是‘这个产品是否有价值’。对我来说,留存就是这个意思。要么产品真正提供了价值,要么没有。如果有价值,用户就会留下来。就这么简单。" 策略建议: 将留存视为产品市场匹配度和核心价值的指标优先理解用户流失的原因,而非仅仅获取更多用户。
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Jackson Shuttleworth 3条观点
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"Duolingo真正关注的是,如何帮助用户养成语言学习的习惯?让用户第二天回来是需要解决的最大问题。" 策略建议: 将用户每日回访作为首要解决的问题。 "我们分析了留存曲线数据,发现一旦用户使用满七天,损失厌恶心理就会触发,留存率会稳定下来。从第一天到第二天连续使用,留存率会大幅提升;第二天到第三天,提升幅度略有下降但仍然明显,这种趋势会持续到第七天。一旦到了第七天,留存率就会趋于平稳。" 策略建议: 将更多实验资源投入到用户的0-7天体验。将七天作为"锁定"用户行为的目标节点。 "最有效的指标——即该指标的百分比变化对DAU的推动作用最显著——是当前用户留存率(CURR)。也就是非新用户或唤醒用户的次日回访率。" 策略建议: 优先关注CURR而非新用户获客或用户唤醒,以实现可持续增长。
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John Cutler 1条观点
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"我们的客户成功团队从与客户的直接合作中收集了110页的留存与参与度研究资料,然后由一位产品经理和优秀的内容作者Archana进行提炼,使其更易理解,之后我们进行了ARC流程。这不是凭空出现的……公司里有很多对这些领域充满热情的专家,经过了测试、迭代、再测试、再迭代、拓展、测试,最终投入实践。"
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Jules Walter 1条观点
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"我能够在新用户体验(尤其是移动端)上做出改变,带来了显著的影响,比如激活率等核心指标提升了两位数……" 策略建议: 优先优化新用户体验(新手引导)以影响核心激活指标。将增长框架专门应用于移动端用户流程,寻找高杠杆的改进点。
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Kayvon Beykpour 1条观点
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"Periscope应用失败的原因主要有几点。其一,我们没有解决留存率不佳的核心问题。糟糕的留存率被表层的用户爆发式增长掩盖了。" 策略建议: 即使在用户大规模增长时期,也要优先解决留存问题。
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Kristen Berman 3条观点
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"我一直发现,优化新手引导是提升注册转化率和长期留存率的最高杠杆机会之一。让用户更快、更稳定地抵达惊喜时刻至关重要。" 策略建议: 专注于让用户快速、稳定地抵达"惊喜时刻"。 "我们都有即时偏好,即更看重当下的自己而非未来的自己,所以用户有很多理由采取行动,但你必须给他们一个现在就行动的理由。" 策略建议: 加入即时奖励,比如完成勾选框或社交通知,提供即时满足感。 "如果你想让用户多做某事,就简化操作;如果你想让用户少做某事,就设置障碍。" 策略建议: 在用户"冲动状态"下使用"你确定吗?"弹窗或提示来减慢他们的操作。引入流程摩擦,引导用户采取更优行为。
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Laura Schaffer 1条观点
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"我用给狗喂药来打比方。如果你要给狗喂药,不能直接喂,它肯定不吃。但如果你把药塞进热狗里,看起来很美味,它就会更容易吃下去。" 策略建议: 找出"痛点"——即让用户产生心理抵触的具体步骤将令人畏惧的技术任务(比如配置手机号)嵌入到舒适的环境中(比如文档)优先考虑用户的心理准备程度,而非设置步骤的逻辑顺序
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Lauryn Isford 1条观点
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"新手引导是第一个真正重要的瓶颈,新手引导之后的许多关键业务指标和结果都源于此,比如将用户转化为付费客户、完成交易、提升企业内产品的使用人数。所有这些都可以追溯到新手引导,如果你能做好这一点,很多好事都会随之而来。" 策略建议: 将新手引导视为长期留存的主要入口在初始用户体验中优先降低认知负荷让新手引导目标与用户的期望结果对齐,而非企业的功能列表
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Madhavan Ramanujam 1条观点
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"要阻止流失,你需要吸引不会离开的客户。这听起来有点反直觉,但这实际上是阻止流失的最佳方法……阻止流失的方法是从一开始就吸引不会离开的客户。这是最重要的事情。所以回顾你的数据,找出哪些类型的客户留存时间更长。" 策略建议: 分析历史数据,确定长期忠诚客户的特征将获客预算投入到自然留存率高的用户群体
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Nick Turley 1条观点
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"我们根本不关心用户在产品中花费多少时间。事实上,我们的目标是解决用户的问题,如果用户真的喜欢产品,就会订阅,但我们没有理由让用户长时间停留在产品中。" 策略建议: 优化"价值交付时间"而非"使用时长"监控留存率的"微笑曲线",即用户在学会借助AI后会回归并增加使用量
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Nikita Bier 1条观点
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"如果你不能在前三秒内展示产品价值,一切就都结束了……你必须精心设计新手引导的每一个环节,确保这一点,这就是设计的作用。" 策略建议: 反转价值交付顺序,让核心体验在用户打开应用的几秒内完成消除任何延迟核心价值展示的新手引导步骤
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Patrick Campbell 1条观点
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"留存分为战略性留存和战术性留存……战术性留存通常能解决约25-40%的流失问题,这是一个很大的比例,但人们往往忽略它,因为大家都想着‘我要专注于功能开发’。" 策略建议: 优化取消流程,先问"你为什么离开?"再问"你喜欢产品的哪些方面?"为信用卡支付失败的用户设置自动恢复流程在用户离境流程中提供挽留优惠、暂停计划或维护计划
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Sahil Mansuri 1条观点
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"把你最优秀的销售人员变成客户成功经理(CSM)……我们无论如何都不能失去现有客户,因为替换他们几乎是不可能的。这就像你的桶漏水了,你必须尽快、用力地把漏洞补上。" 策略建议: 将顶级客户经理(AE)调任至客户成功(CSM)岗位将产品营销重点转向现有客户的研究和基准测试为现有客户创建独家内容或数据报告,帮助他们度过低谷期
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Sarah Tavel 4条观点
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"对我来说,判断一个产品是否具备打造高留存产品的微观层面(用户层面)要素的标准是:产品使用得越多越好,用户离开它会损失更多。" 策略建议: 确保产品体验能根据用户输入进行个性化或优化通过让产品成为用户身份或数据的存储库来制造"递增损失" "我特别喜欢关注周活跃用户完成核心操作的情况,比如用户是否完成核心操作?每个 cohort的这一数据随时间有何变化?还有这些 cohort内的用户活跃度水平。" 策略建议: 根据注册日期跟踪每周 cohort监控"微笑曲线",即用户留存率随时间提升而非持续下降 "直到你的 cohort留存率进入平台期,你才算是解决了用户留存的‘漏水桶’问题。" 策略建议: 分析 cohort平台期,判断"漏水桶"问题是否已解决 "幸福循环的理念是,有很多新卖家加入,当然也有新买家,但你要确保将买家与能提供最佳体验的卖家匹配。" 策略建议: 用搜索排名奖励能提供最佳用户体验的供应商允许低质量供应商自然流失,以保护买家体验
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Sean Ellis 2条观点
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"这通常更多取决于用户体验的新手引导,而非人们为提升留存所尝试的战术性手段。" 策略建议: 优先关注激活和新手引导而非后期留存功能。专注于"价值交付速度",确保用户快速抵达"惊喜时刻"。 "我一直说的一点是,忽略那些说会‘有些失望’的人。他们的意思是这个产品可有可无,他们迟早会离开,所以直接忽略他们。" 策略建议: 根据用户情绪(必需 vs 可有可无)细分参与度数据。
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Sri Batchu 1条观点
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"在Facebook,用户需要在前七天添加10个好友。在Instacart,用户需要在第一个月完成3笔订单。在Ramp,我们的激活要求是……客户需要在前30天完成4个事件。" 策略建议: 分析数据,找出与长期参与度相关的特定时间内的关键操作次数让激活团队专门围绕这些"魔法数字"事件开展工作
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Sriram and Aarthi 1条观点
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"Facebook知道用户需要在14天内添加10个好友。如果用户做到了,就很可能会继续使用Facebook。" 策略建议: 找出与长期留存率相关的"魔法数字"操作或连接数优先设计能引导用户达成该特定里程碑的新用户体验。
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Zoelle Egner 1条观点
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"我认为模板如果是通用型的,会非常有帮助,因为它们能缩小用户的选择范围,帮助用户理解如何将自己的问题与你的产品联系起来。" 策略建议: 用模板缩小新用户的"选择范围"专注于特定用例而非通用产品特性设计模板利用模板促进现有企业账户内的用户拓展
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Hila Qu 3条观点
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"我认为‘惊喜时刻’是用户首次体验到产品价值的时刻……在GitLab,我们做了大量分析,最终确定的指标是前14天内有2位用户使用2个功能。" 策略建议: 根据与留存率的相关性数据定义"惊喜时刻"在协作类产品中寻找多用户或多功能使用的里程碑 "我对留存的思考分为两步。其一,如何在用户的使用模式中培养习惯,让他们每周甚至每天都使用产品。关键在于,你的产品必须有足够高的使用频率。如果用户每月只使用一次,就很难养成习惯。" 策略建议: 将习惯养成或协作功能直接嵌入工作流为产品添加或识别高频率使用场景 "关于留存的第二步,我认为用户拓展也是留存的一部分。当用户已经形成稳定的使用流时……找到合适的时机提示用户考虑购买更多功能。产品主导的拓展分为三类:其一,升级到更高版本;其二,购买更多席位或许可证;其三,如果有消费型附加组件,购买这类组件。" 策略建议: 根据特定的使用数据信号触发升级提示提供基于消费的附加组件,提升账户价值
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Josh Miller 1条观点
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"我真正自豪的是,12个月后,尽管我们离最早的核心用户越来越远,但留存率一直在缓慢提升。我们的留存曲线持续向上走。" 策略建议: 监控 cohort间的留存率提升,验证产品变更的有效性对于高实用性软件,关注5日/7日留存率达到30-40%左右的水平
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安装该技能
将此技能添加到Claude Code、Cursor或任何支持Agent Skills的AI编码助手。
1 下载技能
下载SKILL.md
2 添加到你的项目
在项目根目录创建一个文件夹,并将技能文件添加到以下路径:
.claude/skills/retention-engagement/SKILL.md 3 开始使用
Claude会自动检测并在相关场景下使用该技能。你也可以直接调用:
Help me with retention & engagement 相关技能 你可能会感兴趣的其他增长类技能。 54位嘉宾 设计增长循环 有效的增长策略需要深入理解驱动获客的特定循环... 查看技能 → → 46位嘉宾 定价策略 转向直接面向消费者的订阅模式需要构建‘目的地优先’的方法... 查看技能 → → 46位嘉宾 衡量产品市场匹配度 产品市场匹配度并非静态;外部经济环境的变化可能会重置... 查看技能 → → 4位嘉宾 市场流动性管理 嘉宾提供了一个深入的框架,用于识别、衡量和管理市场流动性 (... 查看技能 → →
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