Jason Cohen is a prolific tweeter and founder of two unicorns, known for sharing insightful articles and engaging with a wide network of professionals. His tweets often delve into the nuances of business models, software development, and entrepreneurship.
Values deep understanding over surface-level buzz, believes in the power of long-form content to convey complex ideas, and emphasizes the importance of understanding customers and the market.
Jason's ability to break down and analyze business models and strategies, along with his willingness to share knowledge and engage with others, makes him a respected voice in his field.
To further grow his audience, Jason should consider hosting Twitter Spaces sessions to discuss his articles in real-time, fostering more direct interaction with his followers and providing a platform for Q&A.
Has founded two successful startups, is an avid reader and recommender of business books, and has a significant presence on Twitter with over 40,000 tweets.
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Please enjoy.\n\n The Elephant in the room:\n The myth of exponential hypergrowth\n\nhttps://t.co/zg9CxMACsW https://t.co/nzlENKWI39","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1944228543472205927","view_count":36018,"bookmark_count":232,"created_at":1752375181000,"favorite_count":817,"quote_count":4,"reply_count":56,"retweet_count":63,"user_id_str":"17838032","conversation_id_str":"1944228543472205927","full_text":"Unless you have 10,000 customers:\n\nApproximately no one knows who you are.\nApproximately no one knows your brand.\nApproximately no one knows your product.\n\nYou can change everything, any time.\n\nTake advantage of that.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"display_text_range":[0,256],"lang":"en","fact_check":null,"id":"2013722708836577459","view_count":40035,"bookmark_count":761,"created_at":1768943881000,"favorite_count":686,"quote_count":6,"reply_count":10,"retweet_count":79,"user_id_str":"17838032","conversation_id_str":"2013722708836577459","full_text":"44 years ago, Michael Porter told us (in 𝘊𝘰𝘮𝘱𝘦𝘵𝘪𝘵𝘪𝘷𝘦 𝘚𝘵𝘳𝘢𝘵𝘦𝘨𝘺) there are only three main strategies:\n\n1. Differentiated-best\n2. Lowest cost\n3. Niche\n\nMany strategic thinkers since have suggested that only the first two exist, and the third is a question of market scope/segmentation, or that “niche” is an enabling constraint to be “differentiated,” ie by restricting “for whom.”\n\nPerhaps even “lowest cost” could be seen as “best, along the dimension of price.”\n\nWhich brings us to the crux of strategy: in what way are you differentiated-and-best, for whom?\n\nBecause of course just being different for the sake of difference, doesn’t result in sales and love. It has to be “best” too.\n\nI’m not sure I like this as a final definition. For example, “best” doesn’t quite capture the products that people truly love, that build a community around, that associate that brand with themselves.\n\nI still like my “love, utility, coercion” framework rather than “best.”\n\nStill, “different, generating love and utility mostly, for a well-defined segment,” while a few extra words, feels great as our strategic goal, aka our “vision.”\n\nThen the actual strategy is the set of self-consistent (at least), self-reinforcing (at best) decisions about what we are and ARE NOT going to do, to achieve that goal.\n\nhttps://t.co/ijCTsdyQkh","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"rapidapi","fetched_at":1769337528425,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":1769274838723,"poll_count":1,"poll_complete":1},{"bookmarked":false,"display_text_range":[0,245],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1836087223248130389","view_count":47562,"bookmark_count":58,"created_at":1726592281000,"favorite_count":669,"quote_count":12,"reply_count":45,"retweet_count":32,"user_id_str":"17838032","conversation_id_str":"1836087223248130389","full_text":"“We’re in stealth mode.”\n\nYeah, no shit. That’s the default mode.\n\nWhat, you thought TechCrunch set up surveillance outside your home office hoping to catch a glimpse of what’s on your screen?\n\nNo one will care about you even after you “launch.”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"display_text_range":[0,277],"lang":"en","fact_check":null,"id":"1917283999224918247","view_count":115232,"bookmark_count":365,"created_at":1745951101000,"favorite_count":637,"quote_count":34,"reply_count":70,"retweet_count":59,"user_id_str":"17838032","conversation_id_str":"1917283999224918247","full_text":"List everyone you know who started by launching a startup every month, and the ninth one was really successful.\n\nList everyone who has 1 really good idea / year, and obsessed over it, and was successful.\n\nThe second is 100x more common.\n\nWe can all list the people in the first category, exactly because there’s so few of them. Whereas the latter describes every single unicorn startup, as well as nearly all bootstrappers. So many you can’t even name a small fraction.\n\nThis is because startups are hard, good ideas are few, there needs to be good reasons for it to work, they are not haphazard A/B tests, they take 6-24 months to really get going even in the success case, they require obsession and dedication.\n\nIt’s like thinking you’re going to become a concert pianist by getting 5% through a piece and then moving on to the next one, 20 times. That doesn’t add up to 100%. That means you’re probably pretty good at the 5%, and a shit musician, and unsuccessful.\n\nDoing 10 reps of failed startups gives you “reps” in setting up default infrastructure and having AI make a Next.js template with auth. That is not a “rep” at building products that people want to buy.\n\nDoing 10 reps of failed “marketing” where people aren’t attracted, and the ones who are attracted bounce off, and the ones who don’t bounce off don’t buy, and of the 12 that ever bought, 8 cancelled, is not “learning.” You still have no idea how to market or sell products that people want to buy.\n\nBeing at a small, successful startup for 1 year would teach you 100x more than all those “reps” at failure. You 𝘤𝘢𝘯 learn from failure, but you learn 10x more from success. Failure doesn’t even teach you “what not to do;” some people do that same stuff and succeed.\n\nNow list all the people on this website who have launched 7 ideas they knew were weak from the start, thinking they will be the next @levelsio, where their products are all doing $670 in MRR, just a string of failures, getting no closer to “success.”\n\nDon’t try to mimic outliers. Outliers are very interesting, exactly because they’re rare and uncopyable. So why are you trying to copy the strategy that works 1/100th as often? Getting “reps” at failure and calling it “learning?”\n\nAnd before you say “What about 𝘺𝘰𝘶! Why should we copy you!”, remember that for nearly two decades I have been saying “do not copy me.” I’ve written about rampant survivor bias in business advice including my own, and my “path” to PMF calls 𝘮𝘺𝘴𝘦𝘭𝘧 out for not necessarily walking that path.\n\nYou shouldn’t copy anyone. You should cherry-pick things you like -- attitudes, frameworks, tools, insights, prioritization schemes, decision philosophy -- and further change them to match yourself. That’s good; you should accelerate yourself using others’ wisdom. That’s not a “copy.”\n\nTry to find a good idea that’s actually worth doing. Get obsessed and stay obsessed. Get inspired by others, cherry-picking things that make you a better version of yourself, but be yourself.\n\nStop building 1% of a bad idea and calling it “learning.”","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":1774554478779,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/rgatGbont3","expanded_url":"https://x.com/asmartbear/status/1641801080114642944/photo/1","id_str":"1641801075815579663","indices":[217,240],"media_key":"3_1641801075815579663","media_url_https":"https://pbs.twimg.com/media/FsjZYTvXgA8gtJ0.jpg","type":"photo","url":"https://t.co/rgatGbont3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":736,"w":1308,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":736,"width":1308,"focus_rects":[{"x":0,"y":4,"w":1308,"h":732},{"x":318,"y":0,"w":736,"h":736},{"x":363,"y":0,"w":646,"h":736},{"x":502,"y":0,"w":368,"h":736},{"x":0,"y":0,"w":1308,"h":736}]},"media_results":{"result":{"media_key":"3_1641801075815579663"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/rgatGbont3","expanded_url":"https://x.com/asmartbear/status/1641801080114642944/photo/1","id_str":"1641801075815579663","indices":[217,240],"media_key":"3_1641801075815579663","media_url_https":"https://pbs.twimg.com/media/FsjZYTvXgA8gtJ0.jpg","type":"photo","url":"https://t.co/rgatGbont3","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":736,"w":1308,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":736,"width":1308,"focus_rects":[{"x":0,"y":4,"w":1308,"h":732},{"x":318,"y":0,"w":736,"h":736},{"x":363,"y":0,"w":646,"h":736},{"x":502,"y":0,"w":368,"h":736},{"x":0,"y":0,"w":1308,"h":736}]},"media_results":{"result":{"media_key":"3_1641801075815579663"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1641801080114642944","view_count":1015088,"bookmark_count":85,"created_at":1680270855000,"favorite_count":624,"quote_count":42,"reply_count":50,"retweet_count":31,"user_id_str":"17838032","conversation_id_str":"1641801080114642944","full_text":"Wow, I think Substack is trying to say this chart is good, but it's terrible for revenue growth. The unit isn't monthly revenue, it's _cumulative_ revenue. Which means they're not growing in revenue, or very slowly. https://t.co/rgatGbont3","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,227],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"longform.asmartbear.com/max-mrr/?utm_s…","expanded_url":"https://longform.asmartbear.com/max-mrr/?utm_source=twitter&utm_campaign=asmartbear_twitter&utm_medium=social","url":"https://t.co/BgG93sd8yQ","indices":[204,227]}],"user_mentions":[]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1949482914900595107","view_count":146755,"bookmark_count":792,"created_at":1753627921000,"favorite_count":561,"quote_count":21,"reply_count":42,"retweet_count":44,"user_id_str":"17838032","conversation_id_str":"1949482914900595107","full_text":"Just published a new article! 👇🏾\n\nYour company will stop growing sooner than you think. The \"Max MRR\" metric predicts revenue plateaus based on churn and new revenue.\n\nMany thanks for pressing 🔁 and ❤️!\n\nhttps://t.co/BgG93sd8yQ","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986189534950723906","view_count":20591,"bookmark_count":239,"created_at":1762379461000,"favorite_count":560,"quote_count":3,"reply_count":48,"retweet_count":37,"user_id_str":"17838032","conversation_id_str":"1986189534950723906","full_text":"Investable startup:\n\n1. Founder is unstoppable force of nature\n2. Founder seeks disconfirming evidence, and changes\n3. Serves niche inside a large and growing market\n4. Customers genuinely love the product (high retention)\n5. Employees genuinely love the company (high retention)","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1954170051105260020","view_count":46711,"bookmark_count":114,"created_at":1754745421000,"favorite_count":534,"quote_count":9,"reply_count":130,"retweet_count":26,"user_id_str":"17838032","conversation_id_str":"1954170051105260020","full_text":"Paid advertising increases organic growth.\n\nI know that sounds wrong, and you can’t really measure it directly.\n\nBut it’s true.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1924736101849186540","view_count":78761,"bookmark_count":507,"created_at":1747727821000,"favorite_count":531,"quote_count":14,"reply_count":40,"retweet_count":30,"user_id_str":"17838032","conversation_id_str":"1924736101849186540","full_text":"Two founders A and B start a company with 50/50 ownership.\n\nTwo years later they raise $1M at $5M post from investor C who now owns 25%, and they create an ESOP (employee stock option pool) with another 20%, so (fully-diluted) the ownership levels are A=B=27.5%, C=25%, ESOP=20%.\n\nTwo years later there’s an offer to sell the company for $20M. In just four years? Wow! Each founder can get $6M before taxes (because the ESOP isn’t fully allocated yet). But both the founders and investors see this as a signal of even bigger things to come, so they turn it down and forge ahead.\n\nInstead, they leverage this valuation validation to raise $5M at $20M pre from investor D, and C takes their pro-rata, and they and top off the ESOP at pro-rata as well, so now it’s A=B=15%, C=25%, ESOP=20%, D=25%.\n\nFor the founders to get $6M pre-tax, they would now need an offer of $40M. No matter, we raised money to grow, and we’re growing, so let’s grow!\n\nTwo years later things are still going well, so they raise $15M on $75M pre from investor E. TechCrunch is going to write about this for sure! C & D don’t take their pro-rata (better for founders!), so now it’s A=B=11%, C=21%, ESOP=17%, D=21%, E=20%.\n\nAt this point the founders have gone through a lot -- six of the most intense and stressful years of their life, even if also fulfilling, so maybe they’d want more like $10M pre-tax in any sale, to feel good about the outcome. At their ownership level, that’s a $90M sale, but they just raised at $75, so the new investors wouldn’t get enough return at that paltry level, so that’s never going to happen.\n\nYou can see the pattern. There’s no obvious off-ramp here. Either the company ends up as a unicorn, or… what? The founders (and employees) would have gotten the same money had they had sold long ago?\n\nNote that this is a very good-case scenario. The company grew at a healthy clip for 6 years. Every financing round was a normal valuation and a normal amount raised -- 20%-25% each time. Nothing unfair, no one “exploited” anyone.\n\nWhat do you do with that information? You could say: Never raise money.\n\nBut I’m happy I did at WP Engine, and I’m happy we didn’t sell early in our company’s life when we had a good offer. (The numbers were, in fact, even better than the above scenario!)\n\nIt’s not just “how much money did the founders get.” Life is the journey, it’s the people, it’s building things, it’s caring about something, it’s teams caring about the same thing, it’s happy customers, it’s people’s careers, it’s wealth for many instead of just the founder.\n\nIndeed, what I find most common in bootstrapped companies is founders with 100% of the equity, and upon sale, employees get nothing. Remember that the next time you’re tempted to point the finger at the VC’s as the greedy ones.\n\nEven so, is it weird or bad that investors have most of the equity, and thus get most of the money if the company is successful, despite spending 1/100th of the time working on the company than any one of its employees, to say nothing of founders?\n\nFor that, you have to decide whether \"risk capital\" is logical or illogical. And, of course, whether you want to make that trade.\n\nIt’s perfectly sensible to say: “I never want to get on that carnival ride. My ownership is my life.” It’s also perfectly sensible to say: “I want to build something large, impactful, meaningful, substantial, creating a legacy.”\n\nI’ve done both, and I’m happy to have done both.\n\nYou can pick one, without wasting hours “hating” on people or systems that picked the other.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1785669759821819912","view_count":204643,"bookmark_count":125,"created_at":1714571821000,"favorite_count":519,"quote_count":4,"reply_count":67,"retweet_count":10,"user_id_str":"17838032","conversation_id_str":"1785669759821819912","full_text":"Reddit’s business model is weird:\n\n$800M revenue - wow!\n\n> 80% GPM - efficient!\n\n55% revenue spent on engineering salaries - why? what features?\n\n-17% profit - WTF???\n\nSomething seems wildly off.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,231],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1810875092504567820","view_count":46116,"bookmark_count":141,"created_at":1720581241000,"favorite_count":507,"quote_count":16,"reply_count":36,"retweet_count":44,"user_id_str":"17838032","conversation_id_str":"1810875092504567820","full_text":"How do I 𝘬𝘯𝘰𝘸 that it’s 100x easier to make software than to understand customers, get their attention, and sell to them?\n\nBecause I know 100 engineers who can build software for every 1 founder who got 100 people to buy something.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"display_text_range":[0,279],"lang":"en","fact_check":null,"id":"2006383345412776355","view_count":26860,"bookmark_count":575,"created_at":1767194041000,"favorite_count":485,"quote_count":2,"reply_count":1,"retweet_count":40,"user_id_str":"17838032","conversation_id_str":"2006383345412776355","full_text":"“Act as if you’re in total control of your destiny.”\n\nSo the advice goes, after acknowledging how much of life is due to luck.\n\nI disagree. You need to pick strategies that work well specifically under conditions of both good and bad luck.\n\nHere’s a bunch of them, with examples:\n\nhttps://t.co/m2jIS9GH5a","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"rapidapi","fetched_at":1767646051519,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,251],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1994252417395757154","view_count":20670,"bookmark_count":68,"created_at":1764301802000,"favorite_count":466,"quote_count":4,"reply_count":59,"retweet_count":28,"user_id_str":"17838032","conversation_id_str":"1994252417395757154","full_text":"Your failed startup DOES define you.\n\nIt means you had the guts to try something, which means you're \"a person who has the guts to try hard things,” which bodes well for the rest of your life.\n\nNow, embody that person, and continue to do gutsy things!","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1848780363021135896","view_count":42003,"bookmark_count":384,"created_at":1729618561000,"favorite_count":454,"quote_count":12,"reply_count":28,"retweet_count":40,"user_id_str":"17838032","conversation_id_str":"1848780363021135896","full_text":"Google has a term \"toothbrush product\" for something you use 1-2 times per day. There was a rule for a while that they'll never make anything that's not a toothbrush product. Hence e.g. gmail, calendar, docs, and even the failed things like social media products.\n\nFor SaaS, 𝘢𝘤𝘵𝘪𝘷𝘪𝘵𝘺 𝘧𝘳𝘦𝘲𝘶𝘦𝘯𝘤𝘺 might be a good substitute, i.e. do you use the product every day? Or at least multiple times per week? Because if yes, then presumably you'll continue with the monthly or annual payment, which is sufficient.\n\nBut if it's not 𝘶𝘴𝘦𝘥 all the time, you 𝘮𝘪𝘨𝘩𝘵 start getting into trouble, depending on the product. If the product is supposed to help you reconcile monthly invoices, then it might be heavily used for 1 week / month only, and this could be completely fine.\n\nThe worst are products that are only needed temporarily (e.g. for weddings or other life events) or obviate themselves (e.g. code optimizers where you don't need it for another 7 months after you fix the immediate issue).\n\nIf you charge recurring revenue, you should deliver recurring value, at least as frequently as you charge, and ideally all the time.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,171],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1864525356943753328","view_count":47743,"bookmark_count":74,"created_at":1733372460000,"favorite_count":439,"quote_count":7,"reply_count":59,"retweet_count":14,"user_id_str":"17838032","conversation_id_str":"1864525356943753328","full_text":"To whom it may concern:\n\nPlease, no more directories.\n\nBuild something valuable that people want to pay for because it’s valuable.\n\nSincerely, and with compassion,\n\nJason.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0}],"ctweets":[{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1954170051105260020","view_count":46711,"bookmark_count":114,"created_at":1754745421000,"favorite_count":534,"quote_count":9,"reply_count":130,"retweet_count":26,"user_id_str":"17838032","conversation_id_str":"1954170051105260020","full_text":"Paid advertising increases organic growth.\n\nI know that sounds wrong, and you can’t really measure it directly.\n\nBut it’s true.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,203],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1942333057706422534","view_count":59971,"bookmark_count":205,"created_at":1751923262000,"favorite_count":378,"quote_count":10,"reply_count":121,"retweet_count":13,"user_id_str":"17838032","conversation_id_str":"1942333057706422534","full_text":"Almost no successful SaaS company has a good accompanying social media account.\n\nWhich means it's not only unnecessary, it might be irrelevant.\n\nBetter question: What is the best way to market your SaaS?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,229],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1939941294375133622","view_count":45024,"bookmark_count":64,"created_at":1751353021000,"favorite_count":343,"quote_count":6,"reply_count":106,"retweet_count":9,"user_id_str":"17838032","conversation_id_str":"1939941294375133622","full_text":"I feel post-COVID a lot of people lost their motivation and energy.\n\nNot just founders, everyone. Globally.\n\nI can’t explain why specifically, and I don’t have data, it’s just my strong impression.\n\nNot sure how to fix it either.","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1786491323828048078","quoted_status_permalink":{"url":"https://t.co/QiMtXAxahg","expanded":"https://twitter.com/Cole_Walmsley/status/1786491323828048078","display":"x.com/Cole_Walmsley/…"},"retweeted":false,"fact_check":null,"id":"1786515113043767592","view_count":149276,"bookmark_count":162,"created_at":1714773369000,"favorite_count":133,"quote_count":2,"reply_count":95,"retweet_count":10,"user_id_str":"17838032","conversation_id_str":"1786515113043767592","full_text":"What's the counter-argument to the claim that USD is spiraling out of control?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,263],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1826626131807662202","view_count":36080,"bookmark_count":112,"created_at":1724336581000,"favorite_count":191,"quote_count":3,"reply_count":95,"retweet_count":4,"user_id_str":"17838032","conversation_id_str":"1826626131807662202","full_text":"We’ve all heard that you should \"sell benefits, not features\" on home pages, landing pages, etc..\n\nIs there data showing that benefits actually work better? Or only for some kinds of sales?\n\nPersonally I skip past benes and look for features, but what’s the data?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,237],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1833226120226918682","view_count":30235,"bookmark_count":85,"created_at":1725910141000,"favorite_count":208,"quote_count":8,"reply_count":95,"retweet_count":10,"user_id_str":"17838032","conversation_id_str":"1833226120226918682","full_text":"Why are founders — especially engineers — allergic to interviewing customers?\n\nAfraid of the truth?\nCertain they “are the customer?”\nDon’t know how to do it, so just ignore it?\nIrrational confidence?\nGenuine ignorance?\nIntroversion?\nEgo?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1814096821607678028","view_count":13236,"bookmark_count":1,"created_at":1721349361000,"favorite_count":285,"quote_count":2,"reply_count":79,"retweet_count":3,"user_id_str":"17838032","conversation_id_str":"1814096821607678028","full_text":"I still call it Twitter.\n\nI still think there are nine planets.\n\nI still like taking 𝘩𝘰𝘵 showers.\n\nWho wants to make a club? 😂","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,298],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1674795028441616386","view_count":93836,"bookmark_count":206,"created_at":1688137225000,"favorite_count":145,"quote_count":7,"reply_count":74,"retweet_count":11,"user_id_str":"17838032","conversation_id_str":"1674795028441616386","full_text":"OK, we all need help on this. Let's help each other.\n\nAt least 10 times in the past month, someone has said to me:\n\n>>> I want to talk to customers more, but they don't respond to requests for meetings, nor to surveys. What do I do? Pay them?? <<<\n\nLet's give ideas. I'll start:","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1639660228718342146","view_count":218829,"bookmark_count":428,"created_at":1679760436000,"favorite_count":429,"quote_count":14,"reply_count":73,"retweet_count":36,"user_id_str":"17838032","conversation_id_str":"1639660228718342146","full_text":"I have a theory that it _typically_ takes 2 years to get to 1,000 _paying_ customers (at ≥$30/mo), even for companies who \"hyper-scale.\"\n\nI'd love to test that with data. How long did it take you to get there?\n\nI'll go first:","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"bookmarked":false,"display_text_range":[0,256],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1772302431994442196","view_count":23971,"bookmark_count":49,"created_at":1711384802000,"favorite_count":183,"quote_count":6,"reply_count":70,"retweet_count":7,"user_id_str":"17838032","conversation_id_str":"1772302431994442196","full_text":"When you work 50 hrs/week on something you love, and something you own, or something that contributes to a higher purpose that you’re passionate about, do you burn out?\n\nOr is burn-out as much about how you 𝘧𝘦𝘦𝘭 about the work, as the 𝘲𝘶𝘢𝘯𝘵𝘪𝘵𝘺 of the work?","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null,"source":"scraping","fetched_at":null,"edit_history_tweet_ids":null,"poll_10min_at":null,"poll_3day_at":null,"poll_count":0,"poll_complete":0},{"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"display_text_range":[0,277],"lang":"en","fact_check":null,"id":"1917283999224918247","view_count":115232,"bookmark_count":365,"created_at":1745951101000,"favorite_count":637,"quote_count":34,"reply_count":70,"retweet_count":59,"user_id_str":"17838032","conversation_id_str":"1917283999224918247","full_text":"List everyone you know who started by launching a startup every month, and the ninth one was really successful.\n\nList everyone who has 1 really good idea / year, and obsessed over it, and was successful.\n\nThe second is 100x more common.\n\nWe can all list the people in the first category, exactly because there’s so few of them. Whereas the latter describes every single unicorn startup, as well as nearly all bootstrappers. So many you can’t even name a small fraction.\n\nThis is because startups are hard, good ideas are few, there needs to be good reasons for it to work, they are not haphazard A/B tests, they take 6-24 months to really get going even in the success case, they require obsession and dedication.\n\nIt’s like thinking you’re going to become a concert pianist by getting 5% through a piece and then moving on to the next one, 20 times. That doesn’t add up to 100%. That means you’re probably pretty good at the 5%, and a shit musician, and unsuccessful.\n\nDoing 10 reps of failed startups gives you “reps” in setting up default infrastructure and having AI make a Next.js template with auth. That is not a “rep” at building products that people want to buy.\n\nDoing 10 reps of failed “marketing” where people aren’t attracted, and the ones who are attracted bounce off, and the ones who don’t bounce off don’t buy, and of the 12 that ever bought, 8 cancelled, is not “learning.” You still have no idea how to market or sell products that people want to buy.\n\nBeing at a small, successful startup for 1 year would teach you 100x more than all those “reps” at failure. You 𝘤𝘢𝘯 learn from failure, but you learn 10x more from success. Failure doesn’t even teach you “what not to do;” some people do that same stuff and succeed.\n\nNow list all the people on this website who have launched 7 ideas they knew were weak from the start, thinking they will be the next @levelsio, where their products are all doing $670 in MRR, just a string of failures, getting no closer to “success.”\n\nDon’t try to mimic outliers. Outliers are very interesting, exactly because they’re rare and uncopyable. So why are you trying to copy the strategy that works 1/100th as often? Getting “reps” at failure and calling it “learning?”\n\nAnd before you say “What about 𝘺𝘰𝘶! Why should we copy you!”, remember that for nearly two decades I have been saying “do not copy me.” I’ve written about rampant survivor bias in business advice including my own, and my “path” to PMF calls 𝘮𝘺𝘴𝘦𝘭𝘧 out for not necessarily walking that path.\n\nYou shouldn’t copy anyone. You should cherry-pick things you like -- attitudes, frameworks, tools, insights, prioritization schemes, decision philosophy -- and further change them to match yourself. That’s good; you should accelerate yourself using others’ wisdom. That’s not a “copy.”\n\nTry to find a good idea that’s actually worth doing. Get obsessed and stay obsessed. 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Establishing his own media brand, 'The Volume,' which revolutionizes how sports content is consumed, solidifying his status in the industry.","recommendation":"To grow his audience on X, Colin could leverage video content by sharing quick, snappy takeaways from his show, enticing users who are scrolling through their feeds for bite-sized insights."},"created":1731230673088,"type":"the thought leader","id":"colincowherd"},{"user":{"id":"3291691","name":"Chamath Palihapitiya","description":"God is in the details.","followers_count":1993788,"friends_count":1095,"statuses_count":12850,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1883600182165848064/-9LbG3md_normal.jpg","screen_name":"chamath","location":"In the Arena","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"chamath.substack.com","expanded_url":"http://chamath.substack.com","indices":[0,23],"url":"https://t.co/PSBNs9US6o"}]}}},"details":{"type":"The Thought Leader","description":"Chamath Palihapitiya is a high-energy Thought Leader with a knack for sparking dialogue on investment, innovation, and the future of tech. With a portfolio that reads like a 'Who's Who' of disruptive trends, he's not just making investments — he’s shaping industries. Get ready for profound insights laced with a healthy dose of inspiration!","purpose":"To empower individuals and organizations to make informed, transformative decisions in the ever-evolving landscape of technology and finance.","beliefs":"Chamath believes in the power of resilience, grit, and informed risk-taking. He is a strong advocate for innovation and change, promoting the idea that true growth comes from challenging the norm and prioritizing thoughtful, unconventional decision-making.","facts":"Fun fact: Chamath is not just a tech CEO; he’s also your 'hustle bestie' — just ask him for secrets on turning ambition into action!","strength":"An exceptional communicator who leverages his past experiences to inspire others, Chamath’s strengths lie in his ability to identify and act on unconventional opportunities that challenge traditional thinking.","weakness":"His intensity and high expectations can sometimes alienate potential allies who are less attuned to his relentless drive for excellence.","roast":"Chamath, you're like a hedge fund manager at a karaoke night—confidently belting out ballads of investment wisdom while the crowd is just trying to find their pitch! Your ideas might hit all the right notes, but sometimes it feels like we need a translator to decode that lyrical genius.","win":"Recently celebrated for successfully advocating for innovative reform in America's tech landscape, proving that thinking outside the box can yield astonishing results.","recommendation":"To expand his audience on X, Chamath could consider hosting interactive Q&A sessions, where followers can ask anything about investing and tech trends. This personal touch would deepen engagement and give his audience a chance to connect with him beyond curated insights."},"created":1728545665646,"type":"the thought leader","id":"chamath"},{"user":{"id":"32765534","name":"Bill Simmons","description":"@ringer @spotify / The BS Podcast + @therewatchables + @BookoBasketball + Celtics City / Music Box / Mr. McMahon ... 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As the founder of @ringer and host of multiple podcasts like The BS Podcast and @therewatchables, Bill's posts hit like a buzzer-beater, sparking conversations that fans can't resist joining.","purpose":"Bill's life purpose revolves around fostering deep discussions about sports, entertainment, and the stories that unite us all, while keeping the spirit of passionate debate alive.","beliefs":"He believes in the power of storytelling, the importance of critical analysis in sports, and that sometimes a good rant can bring people together just as much as a great game.","facts":"Fun fact: Bill has tweeted over 37,000 times, which is like writing a multi-volume sports encyclopedia, one tweet at a time!","strength":"Bill excels at engaging his audience with insightful analysis, witty commentary, and a unique ability to connect various aspects of pop culture and sports seamlessly.","weakness":"With an analytical mind and a sharp tongue, Bill sometimes gets lost in the weeds of deep discussions, which might alienate the casual fan craving more lighthearted content.","roast":"Bill Simmons tweeting is like a sports analyst at a bar: passionate, slightly drunk on opinions, and always ready to turn a casual comment into a full-blown debate about the merits of an 8th-string quarterback.","win":"One of his biggest wins? 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With a remarkable ability to influence the Ethereum community, they embody the spirit of progress and humanitarian advocacy.","purpose":"To drive awareness and foster change through innovative technology while advocating for global compassion and understanding.","beliefs":"Vitalik believes in the transformative power of technology, the importance of neutrality in discussions, and the need for empathy towards all human struggles, transcending borders and conflicts.","facts":"Despite their cryptic profile description, they've tweeted over 20,000 times, proving that passion and commitment can't be measured solely by follower counts!","strength":"Their insightful and impactful communication resonates deeply with followers, providing not just information but also inspiration and community leadership.","weakness":"Sometimes, their bluntness can alienate potential supporters, as their avant-garde ideas may come off as overly intellectual or inaccessible to the casual observer.","roast":"Vitalik, your tweets have more engagement than some entire social media platforms, yet your bio still leaves us wondering if it’s an elliptic curve equation or a secret recipe for disaster.","win":"Successfully leading the Ethereum merge—a monumental milestone that transformed the blockchain landscape and showcased the power of community collaboration.","recommendation":"To grow their audience on X, vitalik.eth should consider hosting Twitter Spaces or AMAs, where they can engage more directly with followers, simplify complex ideas, and foster a loyal community."},"created":1728323045847,"type":"the thought leader","id":"vitalikbuterin"},{"user":{"id":"9111552","name":"Ian Nuttall","description":"TLDR; I make software with AI for fun and profit.","followers_count":77565,"friends_count":133,"statuses_count":13591,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1932749344836390914/JUlNRQim_normal.jpg","screen_name":"iannuttall","location":"Bookmarks into markdown →","entities":{"description":{"urls":[]}}},"details":{"type":"The Thought Leader","description":"Ian Nuttall is a serial entrepreneur with a track record of building successful internet businesses. 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He's also a skilled teacher, offering helpful resources and guidance to his followers.","weakness":"While Ian's focus on practical advice is appreciated, he could benefit from exploring more theoretical concepts and deeper analysis in his content.","roast":"Ian, you're like a digital nomad who's been building businesses since the dial-up days. Your advice is solid, but sometimes your enthusiasm for new tech tools feels like a kid in a candy store. Just try to remember that not everyone can build a business from their laptop on a beach in Bali.","win":"Ian's free Cursor course has received overwhelmingly positive feedback, demonstrating his commitment to empowering others and helping them succeed.","recommendation":"Ian should consider creating longer-form content, such as videos or blog posts, to delve deeper into the topics he covers. He could also explore building a community around his content to foster engagement and collaboration."},"created":1726758124971,"type":"the thought leader","id":"iannuttall"},{"user":{"id":"902926941413453824","name":"CZ 🔶 BNB","description":"@BNBchain\n@YZiLabs\n@GiggleAcademy\n@binance","followers_count":10462720,"friends_count":1902,"statuses_count":7507,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1961440580279336960/PiiIs8Lh_normal.jpg","screen_name":"cz_binance","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"binance.com","expanded_url":"http://www.binance.com","url":"https://t.co/zlvCSBIFGA","indices":[0,23]}]}},"is_blue_verified":1},"details":{"type":"The Thought Leader","description":"CZ is a prominent figure in the cryptocurrency world, known for his role in founding Binance and his strong opinions on the future of blockchain technology. He uses his platform to share his insights and advocate for the adoption of crypto. 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His influence has helped to shape the development of the crypto industry and drive mainstream adoption of blockchain technology.","recommendation":"To further expand his reach and influence, CZ can leverage his expertise to contribute to thought leadership publications, speak at industry events, and engage in deeper, more nuanced discussions about the future of crypto. He can also focus on building stronger relationships with other prominent voices in the community, fostering collaboration and creating a more cohesive ecosystem."},"created":1725742332602,"type":"the thought leader","id":"cz_binance"},{"user":{"id":"2048741","name":"Shreyas Doshi","description":"Led a couple of Stripe's most successful products from early days. Prev Twitter, Google, Yahoo. Now advising & teaching. 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Consider diversifying content with multimedia elements to engage different types of learners and expand your reach."},"created":1723644958058,"type":"the thought leader","id":"thedankoe"},{"user":{"id":"3225505590","name":"Pauline Cx","description":"Indie hacker 🇫🇷 100k€+ ARR \nhttps://t.co/1Hv7Nt8R2a, https://t.co/yCnl1J672M, https://t.co/z3Jk8gGEdB, https://t.co/xyapVH4e2y.\nI tweet about my SaaS journey. \nhttps://t.co/RQgwzn7jDx","followers_count":35064,"friends_count":649,"statuses_count":17113,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1634592758848430080/GtNjnSzC_normal.jpg","screen_name":"Pauline_Cx","location":"2026 goal: 🟩🟩🟩🟨🟨 500k€","entities":{"description":{"urls":[{"display_url":"feedbask.com","expanded_url":"http://feedbask.com","indices":[28,51],"url":"https://t.co/1Hv7Nt8R2a"},{"display_url":"refindie.com","expanded_url":"http://refindie.com","indices":[53,76],"url":"https://t.co/yCnl1J672M"},{"display_url":"subclip.app","expanded_url":"http://subclip.app","indices":[79,102],"url":"https://t.co/z3Jk8gGEdB"},{"display_url":"iacrea.com","expanded_url":"http://iacrea.com","indices":[104,127],"url":"https://t.co/xyapVH4e2y"},{"display_url":"paulinecx.com","expanded_url":"http://paulinecx.com","indices":[161,184],"url":"https://t.co/RQgwzn7jDx"}]},"url":{"urls":[{"display_url":"paulinecx.beehiiv.com","expanded_url":"https://paulinecx.beehiiv.com/","indices":[0,23],"url":"https://t.co/536DHFaRb1"}]}}},"details":{"type":"The Thought Leader","description":"Pauline is an indie hacker and SaaS entrepreneur with a strong background in data science and AI. 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She's the type to calculate the odds of a roast being funny before laughing.","win":"Her biggest win is achieving a consistent MRR of 8K€ with one of her SaaS products, showcasing her ability to turn her expertise into a successful business.","recommendation":"To grow her audience, Pauline should continue sharing in-depth, actionable insights and consider creating more visual content or webinars to make her knowledge even more accessible. 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