AI Made Content Cheap. It Made Trust Expensive. ㅤ Every B2B company now has the ability to publish more than it ever has, and buyers are reading less of it than they ever have. LinkedIn shipped a button that lets people flag posts as AI slop, which tells you where the feed ended up. The companies still getting attention are doing something that can't be generated. ㅤ David Walsh, founder of Limelight, talks with Meryoli Arias, who built social and community programs at Chili Piper and Apollo before going independent. They cover what to publish when everyone can publish, how to run employee advocacy without mandating it, and how to prove social is working when attribution won't cooperate. ㅤ Meryoli has run the version of this that worked at scale: an employee advocacy program at Chili Piper five years before it was common, a nomination campaign that pulled in millions of impressions in a month, and a stretch at Chili Piper where more than 70% of closed deals said they first heard about the company through social. ㅤ Guest Bio Meryoli Arias is a B2B social media and community marketing consultant who now works with earlier-stage companies setting up their first real social strategy. She spent six years inside B2B marketing teams, including Chili Piper, where she ran social and helped build the employee advocacy program the company became known for, and Apollo, where she led social through the period right before the company hit unicorn status. Her work centers on what she calls community marketing: activating customers, partners, and employees rather than broadcasting from a company page. She still spends most of her day on LinkedIn, and she is one of the few marketers who will say out loud that she likes it there. ㅤ What We Cover Why social went from nice to have to table stakes: Products, websites, and copy can be replicated quickly now. Brand and the people behind it can't. Meryoli traces how social moved from afterthought to competitive advantage to baseline requirement.What she saw working at Apollo: She joined when the company started investing in brand, right before unicorn status. The product already had organic advocates, so the team started conversations with those people instead of talking over them.AI as public enemy number one: The mistake she sees most is leadership believing social strategy can be replaced by AI. Production can be automated. The judgment about what to publish can't.The LinkedIn AI slop button: People stopped reading posts because they assumed AI wrote them. LinkedIn responded to that behavior with a reporting mechanism, and Meryoli says the feed has shifted noticeably in the three weeks since.Why inauthentic content gets discounted: She draws a line between AI content and paid endorsements. Once you know something was paid for, you pull back. The same reflex now applies to anything that reads as machine-written.Employee advocacy without the mandate: Handing employees copy to paste, or requiring reposts, produces nothing. She starts by showing individuals what a personal brand does for their own career, then works with the people who opt in.Building criteria instead of a content calendar: Her term for the internal standard someone applies to a draft. AI can produce the first version. Criteria is what tells you how to make it better, and it only comes from experience.Who a founder should actually hire first: A founder asked her whether his first marketing hire should be a social specialist. Her answer was no. Start with a generalist who understands a bit of everything, and start the social foundation early regardless.Community marketing versus building a community: Two different jobs. Building a community means owning the space and keeping it alive. Community marketing means joining conversations that already happen in your category, on Reddit or inside groups your buyers are in.Choosing channels beyond LinkedIn: The first question is where your ICP spends time. Engineers lean toward Reddit and YouTube. Designers go somewhere more visual. She has seen results on TikTok, Instagram, Reddit, and the recent revival of X.Measuring social when attribution breaks: Nobody sees a post and buys. Her preferred signal is the sales team reporting that prospects say they heard about the company on social, plus the answer to the onboarding question about where they first heard of you.Campaigns worth stealing: The Chili Piper top 32 marketers nomination campaign, where nominees rallied their own followers to vote, and the employee takeover format, where an employee wrote a post for the company page and, on launches, the engineer who built the product explained why. ㅤ Resources Mentioned Apollo: Where Meryoli ran social during the run up to unicorn status, including an engineering newsletter written by the engineers themselves.Chili Piper: The employee advocacy program, the employee takeover format, and the top 32 marketers campaign all came out of her time there.Exit Five: The B2B marketing community Meryoli recommends, whose event David hears is sold out and whose newsletter he already reads.Dave Gerhardt: Founder of Exit Five, and the writer of one of the only newsletters David subscribes to.Gong: David describes teams running agents across sales call transcripts to count how often prospects mention a social post, an employee, or a creator.Reddit: Named as a place where category conversations already happen, and a strong channel for engineering audiences.ChatGPT: Meryoli's example of a first draft that experience lets you improve, rather than a finished post.Notion: Home of David's to-do list, where joining Exit Five has been stuck in progress. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.