Safe Doesn't Scale

David Walsh
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  • Marketing

"What's the ROI?" Those three words kill more creative marketing ideas than bad execution ever will. Not here. Safe Doesn't Scale is a weekly podcast for marketing and growth leaders. We’ll be interviewing Heads of Marketing, Unicorn Founders, and Revenue Leaders at B2B companies to prove that the riskiest marketing campaigns drive the biggest returns. While brands are burning $500K on LinkedIn ads that are generating zero demos, there’s someone out there who closed a $2M deal they sourced from a meme. Host David Walsh, Founder of Limelight, breaks down real examples from brands spending less and converting more by leaning into creator-led growth, unconventional distribution, and campaigns that make traditional marketers panic. You’ll learn: How growth leaders sell “unsafe” ideas to the C-suite How to attribute sales pipeline to content, creators, and social signals Why the campaigns that feel uncomfortable often drive the most revenue No e-book downloads. No buzzwords. This show is for marketers with a chip on their shoulder who are tired of playing it safe. We celebrate the campaigns that make legal sweat and sales teams crush quota. Because marketers who don't take risks won't exist in 2027.

  1. 68% of Executives Say This One Thing Would Make Them Hit Their Numbers (with Sangram Vajre from GTM Partners) | Ep. 19

    1 day ago

    68% of Executives Say This One Thing Would Make Them Hit Their Numbers (with Sangram Vajre from GTM Partners) | Ep. 19

    Most B2B companies are running inbound and outbound because they're comfortable, measurable, and feel like a spreadsheet they already know. That's exactly why the motion that creates the biggest deal sizes and longest customer relationships stays chronically underinvested. ㅤ David Walsh, founder of Limelight, sits down with Sangram Vajre, co-founder and CEO of GTM Partners, to get into the real mechanics of go-to-market: how teams lose alignment, why partner-led motion outperforms everything else, and what it actually takes to build content that 175,000 people read weekly. ㅤ Sangram has been in the rooms where these decisions get made. He ran marketing at Pardot through a $2.5 billion Salesforce acquisition, co-founded and scaled the ABM platform Terminus to over $100M in revenue, and now runs the go-to-market research firm he built from zero to ~$10M without raising a single dollar. ㅤ Guest Bio Sangram Vajre is co-founder and CEO of GTM Partners, a data-driven go-to-market analyst and advisory firm he built alongside Bryan Brown, Lindsay Cordell, and Judd Borakove. Before GTM Partners, he co-founded Terminus, one of the companies that created the ABM software category, and before that ran marketing at Pardot through its acquisition into Salesforce. He's the author of three books on B2B go-to-market, including MOVE, a Wall Street Journal and USA Today bestseller co-written with Bryan Brown. He's spoken at UNBOUND (formerly INBOUND) for ten consecutive years and hosts the GTMonday research newsletter, now published as Run on GTM OS, with over 175,000 subscribers. ㅤ What We Cover Why marketing is a silo of silos: The graphic designer, the demand gen manager, the ABM lead, and the social team often have no shared understanding of what they're collectively trying to accomplish.Renaming meetings as a GTM alignment tool: A "marketing attribution meeting" signals the conversation is about justifying marketing's existence — rename it "pipeline velocity" and the whole orientation shifts.How Henry Schuck runs alignment at ZoomInfo: He replaced weekly executive meetings with a daily 9 AM go-to-market session: no decks, no status updates, just the team watching how decisions get made in real time.68% of GTM executives say clarity would make them hit their numbers: When given a list of external pressures, nearly 68% of executives said clarity on their own go-to-market strategy would matter more than fixing competitors, AI, or macroeconomics.The six go-to-market motions and why partner-led wins: Of the six motions GTM Partners tracks, partner-led produces the largest deal sizes and highest business value — and is chronically underfunded because it takes the longest to build.The Salesforce and Bombora playbooks for partner-led growth: Bombora skipped building a sales team entirely, embedded its intent data inside Terminus, Demandbase, and 6sense, and took a revenue share on every deal.Story first, content format second: The CEOs who build the strongest brands are the story — what works for successful creators isn't the posting cadence, it's that they have something real to say.How GTMonday grew to 175,000 subscribers without paid ads: GTM Partners wrote original research every week instead of blog posts, and one day 600 IBM employees subscribed because someone dropped the link in an internal Slack channel.LinkedIn as an LLM and the case for commenting over posting: Comments on high-followership accounts can generate more impressions than standalone posts — for anyone starting out, commentary is a faster path to visibility.The bet on GTM fractionals as the next wave: Sangram's thesis is that operators in their 40s and 50s who feel disrupted by AI are sitting on their most valuable asset: two decades of judgment that AI execution can now amplify. ㅤ Resources Mentioned GTM Partners: Sangram's go-to-market analyst and advisory firm, home of the GTM Operating System framework. Run on GTM OS: GTM Partners' weekly research newsletter with over 175,000 subscribers, formerly published as GTMonday on Substack. ZoomInfo: B2B data and intelligence platform whose CEO Henry Schuck recently changed the company's Nasdaq ticker from ZI to GTM; mentioned as a GTM Partners client and daily alignment case study. HubSpot: B2B CRM and marketing platform mentioned as an example of a company that scaled by making partners central to its revenue motion. Bombora: B2B intent data company that grew without a direct sales team by embedding its data inside ABM platforms and taking a revenue share. Demandbase: ABM platform mentioned as one of the partners that distributed Bombora's intent data. 6sense: Account-based marketing and revenue intelligence platform, also a Bombora distribution partner. PartnerStack: Partner relationship management platform David Walsh considered building before launching Limelight, and a current Limelight integration. impact.com: Partnership and affiliate management platform mentioned alongside PartnerStack as a reference point for the partner-led motion category. Beehiiv: Newsletter platform GTM Partners migrated to from Substack for segmentation and support at scale. Substack: Publishing platform where GTMonday was originally hosted before the move to Beehiiv. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    37 min
  2. Your Brand Page Got Deleted. Now What? (with Katie Parkes from Apollo.io) | Ep. 18

    2 Jul

    Your Brand Page Got Deleted. Now What? (with Katie Parkes from Apollo.io) | Ep. 18

    Most B2B brands treat social as a channel they own. Then something happens that makes them realize they don't own it at all. What they actually own is trust, and trust lives with people, not pages. ㅤ David Walsh, founder of Limelight, sits down with Katie Parkes, Director of Social, Community & Customer Marketing at Apollo.io, to talk through what it actually takes to build a social program that compounds. You'll walk away with a concrete framework for customer advocacy at scale, a measurement structure worth stealing, and a sharper view of where to stop spending. ㅤ Katie came into her role at Apollo.io two weeks before the company lost its LinkedIn company page. Rather than treating the loss as a crisis to manage, she used it as a forcing mechanism to rebuild the entire social strategy around individual voices. She's been running that playbook ever since. ㅤ Guest Bio Katie Parkes (Katie Jane Parkes) is the Director of Social, Community & Customer Marketing at Apollo.io, the AI-native go-to-market platform used by 600,000+ companies worldwide. Before Apollo, she was a founding member of Shopify's enterprise marketing team, where she led social media and then video, growing Shopify's social audience by 270% in a single year. She has built creator programs, scaled Slack communities, and run influencer campaigns that track all the way to paid customer revenue. She's based in Canada and will happily talk shop on LinkedIn. ㅤ What We Cover Losing the LinkedIn company page: Apollo's page was removed two weeks into Katie's tenure. She explains what it meant for the brand and how it forced a channel strategy rethink from day one.Diversifying beyond LinkedIn: Katie pushed into Instagram, X, and an owned subreddit. GTM operators were already there; she built awareness from scratch.Individual voices over brand pages: Company pages still matter, but trust gets rebuilt through people. That's where she put her budget first.Finding advocates in a 4-million-user base: Three signals: Slack community activity, UserEvidence survey hand-raisers, and social listening for unprompted mentions.The reciprocal relationship: AI can surface advocates. It can't replace commenting on their content and making the relationship feel real. Most teams skip this at scale.What she's cutting from the budget: Legacy social tools that haven't built genuine AI functionality are getting dropped at renewal. She walks through her build vs. buy framework.How Apollo's marketing team uses AI: A brand agent inside Cognition drafts copy and routes it to a human reviewer. Her team uses Claude Skills for content repurposing and weekly performance pulse checks.Four measurement buckets for social: Growing influence, growing engagement, growing demand, and growing pipeline. Every channel and campaign ladders into one of the four.Tracking influencers beyond impressions: Unique links, session data, and beta signups told her which creators drove demand, not just reach. Those are the ones she renewed. YouTube creators run through PartnerStack and tie directly to paid revenue.The three-bench employee advocacy system: Exec content via a contracted writer. A second bench of employees with audiences or product expertise. A third bench tied to talent acquisition and employer brand. All three activate for major moments.YouTube as a demand channel: She's seen it drive 30% of PLG signups. Apollo's channel has underperformed. A dedicated hire and a clearer strategy are coming in H2, with LLM indexing adding a new reason to take it seriously. ㅤ Resources Mentioned Apollo.io: the AI-native B2B go-to-market platform where Katie leads social, community, and customer marketing. UserEvidence: the customer-evidence and advocacy platform Apollo uses to identify hand-raisers for co-creation and creator programs. PartnerStack: the partner and affiliate management platform Apollo uses to track influencer-driven signups and paid revenue, particularly on YouTube. Cognition: the AI-powered campaign management platform behind Apollo's brand agent and cross-team content calendars. (Could not independently verify the vendor's full name or website; confirm with Katie before publishing.) Claude Skills (Anthropic Agent Skills): Anthropic's repeatable AI workflow feature Katie's team uses for content repurposing and performance reporting. Limelight: David Walsh's B2B influencer marketplace, referenced in the context of launching AI employees for influencer, social listening, employee social, and customer advocacy. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    26 min
  3. Everyone's Obsessed With the Wrong Thing in AI Marketing (with Megan Bowen from Refine Labs) | Ep. 17

    25 Jun

    Everyone's Obsessed With the Wrong Thing in AI Marketing (with Megan Bowen from Refine Labs) | Ep. 17

    Every marketing team is being told that if they haven't shipped an AI agent this quarter, they're behind. The irony is that the companies winning in the AI era are the ones doing the unglamorous work: clear positioning, real brand investment, messaging that actually says something. The tools changed. What gets you discovered didn't. ㅤ On this episode of Safe Doesn't Scale, David Walsh of Limelight sits down with Megan Bowen, CEO of Refine Labs, to talk about what's actually changed for B2B buyers now that ChatGPT and Claude are part of how they research solutions. They cover positioning, brand measurement, and where AI belongs in a go-to-market strategy. You'll leave with a sharper sense of what to fix before you automate anything. ㅤ Megan spent her career on the operating side of B2B growth before taking over Refine Labs, and she brings receipts. She walks through a controlled LinkedIn experiment that produced 60% more qualified pipeline, why most Google Ads budgets quietly leak money, and the hard lesson Refine Labs learned when it leaned too heavily on a single founder brand. ㅤ Guest BioMegan Bowen is the CEO of Refine Labs, the B2B marketing agency she helped scale before stepping into the top role. Refine Labs launched in 2019 and has worked with more than 300 B2B SaaS and tech companies, driving qualified pipeline through demand strategy, paid media, and content production. Her background runs through customer success and operations leadership at companies like Grubhub and Managed by Q, which is why she treats marketing as a business function rather than a list of tactics. She's become one of the clearer voices arguing that AI raises the value of marketing fundamentals instead of replacing them. ㅤ What We CoverHow AI changed buyer behavior: Buyers now research solutions through ChatGPT and Claude, not just Google Search. Megan explains why the companies getting cited inside those tools are the ones with clear positioning and real brand investment, not the ones with the slickest automation.Losing the plot with AI agents: Most teams are obsessed with building AI workflows to look efficient. Megan argues this misses what actually matters: positioning, differentiated messaging, and brand strategy. The irony is that fundamentals matter more now, not less.Why positioning may already be stale: The messaging you wrote two years ago might not be relevant to your buyer's new reality. Megan recommends re-running your strategic narrative and going back to talk to buyers about pain and benefit.Content is about what you say: With AI commoditizing production, the differentiator is your point of view, not how fast you make content. Megan frames content strategy around context and a unique perspective.The marketing maturity model: Megan describes the assessment Refine Labs uses to look across sales, marketing, and customer success and find the gaps in a go-to-market engine. It's how a marketing leader earns a real seat at the table.Measuring brand for skeptical CFOs: Self-reported attribution and last-touch both have a place, but neither measures brand on its own. Megan shares how share of search trends give executives a concrete signal over time.The LinkedIn incrementality test: One client split its target account list in half, ran brand ads to one group for 120 days, and held the other back. The treated group produced 60% more qualified pipeline, which won over a skeptical C-suite.The CFO lens on spend: Megan recommends looking at total all-in marketing investment against new business acquisition to find real ROI and contribution margin, rather than fighting over individual channels.The biggest wasted budget: Google Ads spend with no proper conversion tracking, and LinkedIn campaigns running direct response when they should be brand awareness. Megan notes she often drives the same or better results for 30% less by auditing Google.Founder brand is an asset, not a strategy: Refine Labs was built on its founder's voice and never diversified. When he left, the company felt it. Megan explains why one voice should be part of a broader strategy, never the whole thing.What to outsource versus hire: Keep narrative, pricing, product marketing, and content strategy in-house. Outsource specific channel expertise like paid media, where outside partners bring data and benchmarks you can't see alone.Where video is winning: Megan is seeing more clients invest in YouTube, CTV, and out-of-home so buyers can watch something, feel it, and see people like them using the product. ㅤ Resources MentionedRefine Labs: Megan's agency and the source of the frameworks and experiments discussed throughout the episode.ChatGPT: Named as one of the LLMs buyers now use to research and discover solutions.Claude: Cited alongside ChatGPT as part of how B2B buyers now look for products.Google Ads: Discussed as the most directly attributable paid channel and a common source of wasted spend without proper conversion tracking.LinkedIn: The channel behind the incrementality experiment and Megan's argument for brand awareness over direct response.HubSpot: Referenced as an internal system that needs proper conversion tracking tied to Google Ads.Salesforce: Named alongside HubSpot as a system for connecting conversions to pipeline.Meta: Suggested as a paid social alternative to LinkedIn depending on the audience.Reddit: Mentioned as another paid social channel companies overlook in favor of LinkedIn.YouTube: Cited as a video channel where Megan is seeing strong results for clients. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    29 min
  4. The Biggest Risk on LinkedIn Isn't What You Post (with Dani Markovits from Shake Content) | Ep. 16

    18 Jun

    The Biggest Risk on LinkedIn Isn't What You Post (with Dani Markovits from Shake Content) | Ep. 16

    Everyone can make content now, so everyone does. The result is a feed full of posts that read like they came out of the same prompt: same hooks, same tidy takeaways, same manufactured vulnerability. The part nobody mentions is that LinkedIn has quietly started grading the person behind the post, not just the words in it. ㅤ David Walsh, founder of Limelight, sat down with Dani Markovits, who spent four years building LinkedIn's creator program before joining Shake Content as chief commercial officer. They get into what actually works on LinkedIn now, why the same post lands differently depending on who hits publish, and how to keep a posting habit from eating your week. You'll leave with a system that fits in an hour. ㅤ Dani brings the view from inside the platform: how the creator team thought about the feed, what the new algorithm changes reward, and why he almost turned down the agency job. He also talks through the moment early on when he sat down to post and could not think of a single thing to say. ㅤ Guest BioDani Markovits is chief commercial officer at Shake Content, a LinkedIn-first B2B marketing agency based in London. Before joining Shake, he spent four years at LinkedIn as one of the first members of its creator team, working across Europe with hundreds of executives, founders, and athletes as the platform reshaped itself from a job board into a place people return to daily. He's now building content programs for B2B tech companies, professional services firms, and a growing roster of athletes. Somewhere along the way he picked up the nickname "the LinkedIn whisperer," which he says he wasn't a fan of at first and has since decided to own. He'll also admit, freely, that he still struggles with video. ㅤ What We CoverWhy he left a big-name role: Dani explains why he turned down Shake at first, thinking it was too small a move from LinkedIn, and what changed his mind. He frames it as a mutual risk: he bet on them, they bet on him.What a "creator" actually is: He never felt like a creator, because he pictured polished YouTube video. His reframe: if you share your thoughts and expertise, you're already one, and it doesn't have to be your whole career.The authenticity premium: With AI slop flooding the feed, the content that stands out is the stuff only you can write. David adds the contextual-storytelling angle: "I was actually there, I actually did this."Why slop is an opportunity: Dani argues the flood of generic content is good news for anyone willing to play the long game without cutting corners. More noise raises the payoff for real insight.Beating the blank page: His fix for "what do I post about" is to stop hunting for original ideas. Look at your calendar, who you spoke to last week, what you're reading, then bring it back to your own lens.The one-hour-a-week system: Block an hour. Get one post out without overthinking it. Spend the rest leaving real comments and sending ten connection requests to ICPs, prospects, and people you respect.Sweated posts underperform: The posts you edit five times and sleep on are often not the ones that work. A quick thought or something funny frequently does better.Who's posting now matters: Under LinkedIn's new changes, the platform weighs the author as much as the content. The same post about running a business does better from someone who has actually run one.Comments as a strategy: A good comment is content in itself, and LinkedIn is prioritizing it. Many people now get more growth from commenting than from posting.The anti-pitch-slap: Cold DMs work, but engaging with someone's content for two weeks before reaching out makes a positive reply roughly ten times more likely.Boring industries win: The duller the field, the more room to stand out. A tax accountant who posts has far less competition than yet another marketing voice.The real risk: Dani's closing line is that the biggest risk on LinkedIn isn't picking the wrong thing to post. It's not posting at all. ㅤ Resources MentionedShake Content: Dani's LinkedIn-only agency, discussed throughout as the home for the founder and executive content programs he now runs.LinkedIn: the platform at the center of the conversation, where Dani spent four years on the creator team before advising clients on it.SaaStock: the SaaS conference where David first met Shake's CEO, James, who later pitched him on the business. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    26 min
  5. Why Most B2B Influencer Reports Don't Survive a CFO Meeting (with Will Beech and Chris Peters from Moon at Dawn) | Ep. 15

    11 Jun

    Why Most B2B Influencer Reports Don't Survive a CFO Meeting (with Will Beech and Chris Peters from Moon at Dawn) | Ep. 15

    Most B2B influencer reports celebrate impressions and call it a campaign. The CFO signs off because the spend sits inside marketing. Nobody walks into the renewal confident about what the money actually bought. ㅤ On this episode, David Walsh, founder of Limelight, talks with Will Beech and Chris Peters, co-founders of Moon at Dawn, a tech-first B2B influencer agency built around outcome-based pricing. They get into ICP resonance, attribution, and what it takes to put guarantees on an influencer campaign. ㅤ Guest BioWill Beech is co-founder of Moon at Dawn, leading client strategy and product. He spent eight years in B2B influence at Onalytica, working on programs for Siemens, IBM and AWS. ㅤ Chris Peters is co-founder of Moon at Dawn, with 15 years in agency land, most recently as B2B Global Client Lead at Wavemaker (WPP). He writes the B2B Excellence newsletter. ㅤ What We CoverWho Moon at Dawn sells to: The three personas they target: enterprise brands, mature brands already running programs, and mid-market companies. Each measures success differently.Influencer, not creator: Why they treat "influencer" as an umbrella covering subject matter experts and executives, which lands better with enterprise buyers.What outcome-based pricing means: Guarantees on impressions against ICP accounts, frequency, and lead volume at a cost competitive with paid media.The $20K floor: Around $20K for an outcome-priced engagement, $10K to $15K for an organic-only pilot. Below that, the data won't support a guarantee.Resonance over reach: Why a single CEO like is happenstance, and how depth across the full buying committee is a better signal of commercial impact.The Cyber Things campaign: A cybersecurity pilot tied to the Stranger Things finale that doubled the previous agency's metrics through ICP-based selection.Aurora Scouts: The platform that surfaces collaboration opportunities, flags risk signals, and alerts the account lead when a client gets acquired.The agency of the future: Chris on why 30 people and £3M turnover is the dead zone, and why the next acquisition cycle rewards service businesses with real tech inside. ㅤResources MentionedOnalytica: where Will built his B2B influencer career.B2B Excellence newsletter: Chris's Substack, recommended by David on air.Riverside and Gamma: cited as examples of mature brands running sophisticated programs. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    32 min
  6. $700K in Nine Months: What a B2B Creator Talent Agency Actually Does (with Thibaut Souyris from Sales Creator Collective) | Ep. 14

    4 Jun

    $700K in Nine Months: What a B2B Creator Talent Agency Actually Does (with Thibaut Souyris from Sales Creator Collective) | Ep. 14

    B2B creator marketing has a pricing problem nobody wants to admit. Brands don't know what to pay, creators don't know what to charge, and the gap between expectations is wide enough that deals collapse before they start. Meanwhile, creators are leaving money on the table every time a brand DM slides in with a lowball offer. ㅤ David Walsh, founder of Limelight, sits down with Thibaut Souyris, founder of Sales Creator Collective, to break down how talent representation actually works in B2B influencer marketing and what brands running creator programs are getting wrong. Walk away with a concrete playbook for structuring creator campaigns, tracking ROI, and thinking about pricing in a market with no established rules. ㅤ Thibaut brings a decade of B2B sales training and three years of personal experience monetizing his own LinkedIn audience. He's now the agent for nearly 70 B2B creators, has closed over $700,000 in brand partnerships since founding Sales Creator Collective nine months ago, and has seen deals go from $200 to $200,000. ㅤ Guest Bio Thibaut Souyris is the founder of Sales Creator Collective, a talent agency representing nearly 70 B2B LinkedIn creators in negotiating and closing brand partnerships. Before pivoting to talent representation, he spent nearly a decade as founder and CEO of SalesLabs, a Berlin-based B2B sales training company where he built a LinkedIn Top Voice following of 43,000+ and became known for the T-shaped SDR framework. He has been featured in HubSpot's blog, Sell Better, and G2, and publishes the Sales Creator Revenue Engine newsletter on Substack. He splits his time between Berlin, Switzerland, and San Miguel de Allende, Mexico. ㅤ What We Cover How Sales Creator Collective was born by accident: Thibaut organized a sales creator party in Berlin in the summer of 2025 to see his friends without paying the bill. Creators kept telling him they couldn't get good brand deals. Three months later, he had an agency. Nine months in, he has nearly 70 creators and $700,000 in closed deals.Talent agency vs. brand agency: the structural difference: Most creator agencies work for brands and find creators to fill a brief. Thibaut works for the creators. When a brand reaches out to one of his creators, the creator introduces Thibaut as their agent. He then handles negotiation, contracts, exclusivity clauses, usage rights, and invoicing so the creator can focus on content.Why B2B creators are undercharging: Thibaut's view is unambiguous: creators are leaving money on the table. The ROI brands get from creator campaigns significantly outpaces what they get from paid ads, yet creator rates have not caught up. When demand spikes, Thibaut doubles prices. When performance is down, he negotiates creators toward accepting lower rates rather than walking away empty-handed.How Limelight thinks about marketplace pricing: David shares the behind-the-scenes logic of how Limelight sets benchmarks in their annual pricing report. The goal is not to publish the highest or lowest number but to publish the number that gets a brand to reach out, allowing the creator to negotiate up from there. Both sides have been confused about rates for two and a half years, and that has not changed.Three-month contracts as the right starting point: Thibaut's recommended entry structure for brands new to influencer marketing is a three-month contract with one LinkedIn post per month per creator. With 20 creators, roughly five will perform well, 10 will perform okay, and five won't work. Renew the top performers on six to twelve-month contracts at higher rates. Let the bottom go.The affiliate link strategy brands are sleeping on: Brands consistently tell David that links don't work on LinkedIn. Thibaut disagrees with the framing. A single post with a dropped link performs poorly. A long-term creator strategy built around content bundles — webinars, videos, lead magnets with embedded affiliate links — creates a trackable path from curiosity to conversion. Thibaut helped one sales engagement platform generate $200,000 in trackable revenue against a $20,000 spend using this approach.How Thibaut tracks and reports creator performance: Sophia, his head of creator partnerships, collects impression data seven to ten days after every post and delivers reports to brands in near real time. The agency also manages the draft approval process and posting timing. Thibaut describes the ongoing management of paid creators as "a lot of babysitting."The campaign Thibaut is most proud of: Lovable: Sales Creator Collective ran a creator video campaign for Lovable, the AI app builder. Thibaut describes it as a defining example of what creator-brand alignment looks like when the product has authentic stories to tell. He also learned on this campaign that brand agencies and talent agencies are not competitors: they are partners.The creator tier system and the 80/20 reality: Twenty percent of Thibaut's creators generate eighty percent of revenue. He manages this with a three-tier system: MVPs get the most active outreach, core creators get regular support with a goal of moving them to MVP, and emerging creators are told upfront that active outbound on their behalf is limited.Where B2B influencer marketing goes in the next 12 months: Thibaut sees the market expanding beyond data enrichment platforms and into lifestyle categories adjacent to B2B audiences. High-earning sales professionals are buyers of luxury real estate and attendees of golf events. The Salesforce and LIV Golf partnership is an early signal of this crossover. Traditional channel spending and creator-driven digital amplification will start to be managed as a single strategy.The MrBeast vision for B2B creators: Thibaut's ten-year goal is to build media company infrastructure for his top creators, modeled loosely on what MrBeast built in consumer. He points to Corporate Bro as a proof point in B2B: a creator who can command $50,000 per video because he has a system, a large audience, and a high volume of content. That's the outcome Thibaut wants to build for a handful of creators. ㅤ Resources Mentioned PartnerStack: B2B partnership and affiliate management platform referenced as Thibaut's recommended tool for brands that don't yet have an affiliate program set up for creator campaigns.Substack: Newsletter platform mentioned as one of the fastest-growing channels for creator-driven affiliate and content bundle distribution.Lovable: AI app builder that ran a creator video campaign through Sales Creator Collective, described as one of Thibaut's favorite campaigns for its strong creator-product alignment.Sales Creator Collective: Thibaut's talent agency for B2B LinkedIn creators. Brands and creators can request to view the roster or discuss representation directly through the website.Limelight: David Walsh's B2B influencer marketplace, referenced for their second annual creator pricing benchmarks report for 2026. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    28 min
  7. A Year of Work in Seven Days (with Chris Walker from Encoded) | Ep. 13

    28 May

    A Year of Work in Seven Days (with Chris Walker from Encoded) | Ep. 13

    Most founder advice treats output as a function of effort. Work more hours, run more plays, push through the resistance. The premise of this episode is that effort is the wrong unit of measurement, and the bottleneck most operators are missing has nothing to do with productivity systems or willpower. ㅤ David Walsh, founder of Limelight, sits down with Chris Walker, founder and CEO of Encoded and author of The Frequency Era. Chris is the person many B2B marketers know as the founder of Refine Labs and the loudest voice against MQL-driven demand gen. He spent six years becoming "the B2B marketing guy" before stepping away to build something completely different. ㅤ This conversation is about why he left, what frequency training actually is, and how nervous system capacity quietly caps every founder's ceiling. Chris also shares his framework for the cost of not taking the leap, and the math on output when you're in the right state versus grinding through Zoom meetings. ㅤ Guest Bio Chris Walker is the founder and CEO of Encoded, a neuroscience-backed training system that rewrites subconscious programs to expand nervous system capacity. He's the author of The Frequency Era, released a few weeks before this recording. Chris previously founded Refine Labs in 2019 and bootstrapped it from a $100/hour contract into one of the most-followed agencies in B2B marketing before exiting in 2025. He's a five-time entrepreneur, a trained biomedical engineer, and has been training himself in the frequency system daily for four to five years. ㅤ What We Cover Quitting alcohol as a capacity decision: Chris stopped drinking 18 months ago after deciding it was capping his potential. He frames alcohol not as a willpower problem but as something so socially validated that people misread the difficulty of stopping.What frequency training actually is: Chris defines frequency as the subconscious foundation that drives nervous system capacity before any thinking or doing happens. The goal of training is to install new dominant neural pathways that permanently change how you interpret the world.The language gap problem, again: Chris draws a direct line from the early days of demand gen, when "everyone thought it meant 10,000 MQLs," to the same definitional confusion happening now with frequency. He's building category vocabulary in real time.The Encoded model: Self-guided. Physical and digital components. No long-term coach by design, because the system is built to develop self-trust, not dependency.The 62-day rule: Most users feel a shift in one to seven days. A new dominant neural pathway forms in about 62 days. Three to six months in, people describe their life as completely changed.Why he could only write the book in 2026: Chris tried to write The Frequency Era twice in 2025 and abandoned it both times. The science and macroeconomics hadn't connected yet. Once they did, in February 2026, he wrote the entire manuscript in three months.The fifth company is different: Chris breaks down what's structurally new about Encoded versus his previous four ventures: defensibility through clinical research and data moats, a "house of brands" mindset learned from Refine Labs and Passetto, and the organization itself as the advantage.Reframing the funding constraint: David recalls Chris flipping his view on venture-backed competitors. Not having $100M in funding behind you is a moat, not a problem, when no one wants to compete in your lane.Nervous system capacity as the founder bottleneck: Chris's core argument. An entrepreneur building a $100M business, raising a family, and contributing to a community without ever training their nervous system is trying to deadlift 400 pounds without ever going to the gym.The output math: David got an entire business plan in a two-hour window of clarity at 2am. Chris's point: that same plan would have taken three to six months without that state. The most productive thing a CEO does is achieve that state consistently.You don't get into flow state, you remove what blocks it: Chris names two subconscious programs that quietly kill flow: the productivity contract (guilt if not "doing something") and fear of judgment running in the background. Training removes them.Where Encoded is going: Chris's three-to-five-year vision is frequency training as mainstream as fitness, with a research roadmap aimed at anxiety medication dependency and substance abuse, plus an Encoded-for-kids product on the horizon. ㅤ Resources Mentioned Encoded: Chris's current company and the frequency training platform discussed throughout the episode.The Frequency Era: Chris's new book, available in hardcover, softcover, and Kindle on Amazon.Refine Labs: The B2B demand gen agency Chris founded in 2019 and referenced as his entry point into category creation.We Are Encoded: Chris's podcast where he goes deeper on the frameworks discussed in this episode. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    47 min
  8. Why Adam Robinson Prices RB2B Below His Competitors' Cost of Acquisition (with Adam Robinson from RB2B) | Ep. 12

    21 May

    Why Adam Robinson Prices RB2B Below His Competitors' Cost of Acquisition (with Adam Robinson from RB2B) | Ep. 12

    Most B2B SaaS founders assume that more revenue requires more headcount, more product surface area, and eventually more capital. Adam Robinson's RB2B is a counter-example: a company about to cross $9M ARR where one person spends 15 minutes a day on support and the CTO hasn't touched the code in six weeks. The trade-off he made to get there is the part most founders never seriously consider. ㅤ In Episode 13 of Safe Doesn't Scale, David Walsh, founder of Limelight, sits down with Adam Robinson, founder of RB2B and Retention.com. They cover what it actually takes to run three bootstrapped companies, why Adam is betting his next product entirely on AI agents and Claude Code, and how he turned LinkedIn into the cheapest distribution channel in B2B SaaS. ㅤ Adam shares the real mechanics behind RB2B's growth: the deliberate decision to price below his competitors' cost of acquiring a customer, why a freemium PLG SMB funnel was the only path to the company he wanted to build, and the conversation with Klaviyo's Ed Hallen that changed how he thinks about venture capital. ㅤ Guest BioAdam Robinson is the founder and CEO of RB2B and Retention.com, two bootstrapped B2B SaaS companies that together cross $25M+ ARR with zero outside funding. RB2B identifies anonymous US website visitors at the person level and pushes them into Slack and CRMs in real time. Adam started his career as a credit default swap trader at Lehman Brothers before exiting the email marketing company Robly and building the identity-resolution category in e-commerce. He is now one of the most followed bootstrapped-founder voices on LinkedIn, hosts the weekly LIVE workshop Unf*ck My Startup, and is building MoltSets, a contact database designed for AI agents running on Claude Code. ㅤ What We CoverWhy MoltSets exists: Adam walks through the origin of his new product, sparked by a comment from Patrick Spychalski of The Kiln about replacing Clay workflows with Claude Code. The thesis is that contact data for autonomous agents is a different category than contact data for humans.The agent is the decision-maker: David presses on what changes when there's no UI and no human buyer. Adam explains why every contact database currently positions for humans, and what positioning ground-zero for agents would actually look like.How RB2B was built to run on 15 minutes a day: Adam describes the day-one intention to build the leanest system possible so AI could amplify human labor 1,000X. The trade-off was accepting a cap on revenue in exchange for near-zero operational input.Pricing below your competitor's CAC: The mechanics that let RB2B underprice every competitor: a cheap awareness channel through Adam's LinkedIn, no marginal cost of fulfilling a contact, and a data team already paid for by sister product lines.Why competitors built feature wars Adam wouldn't fight: When every other vendor went after $30K/year contracts, Adam kept RB2B frozen at $79 to get started in 60 seconds. The result: no direct competitors anymore.The Klaviyo conversation that hardened his anti-VC stance: Adam recounts what Ed Hallen told him about the real drivers of Klaviyo's outcome, why most founders dramatically overestimate the durability of their traction, and the Shopify wave that no one saw coming.When VC actually makes sense: Adam draws the line. Fyxer in the UK with 155% net revenue retention, massive TAM, and a working Meta funnel into corporate middle managers: go big. Everything else: rethink it.Content as the cheapest distribution in B2B: Adam breaks down his weekly cadence. One four-hour block on Tuesdays, a strategy call with his consultant Alec Paul, and three posts a week that drive 90% of RB2B's awareness.The Claude Code workshop bet: Why Adam thinks aggregating attention around Claude Skills for go-to-market is his single highest-leverage move for the next twelve months, and how it pulls through to MoltSets without ever pitching it.Running three product lines without running three companies: Adam's executive team structure, why he refuses to scale headcount past what AI can replace, and what kind of operator can thrive inside the constraint.Why "lifestyle business" is the wrong frame: Adam pushes back on the assumption that bootstrapped founders should put their feet up at $30M ARR. The actual answer is about loving the craft, not optimizing for ease. ㅤ Resources MentionedRB2B: Adam's B2B person-level website visitor identification tool, the focus of most of the conversation.Retention.com: Adam's e-commerce identity resolution company, the precursor to RB2B.Clay: The GTM data platform Adam discusses as the closest existing analog to what MoltSets is doing for AI agents.Claude Code: Anthropic's coding agent, central to Adam's thesis about how go-to-market work will be done.Klaviyo: The Shopify-era email marketing success Adam uses to illustrate why VC outcomes depend on luck founders can't engineer.Fyxer AI: The UK email company Adam names as a legitimate case for raising venture, citing its TAM and net revenue retention.beehiiv: Tyler Denk's company, cited as one of the few other B2B SaaS founders publishing financials in public.Rework: Jason Fried's book, which Adam credits as his single biggest influence as a founder. ㅤ Safe Doesn't Scale is hosted by David Walsh, founder of Limelight. New episodes drop weekly.

    40 min
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"What's the ROI?" Those three words kill more creative marketing ideas than bad execution ever will. Not here. Safe Doesn't Scale is a weekly podcast for marketing and growth leaders. We’ll be interviewing Heads of Marketing, Unicorn Founders, and Revenue Leaders at B2B companies to prove that the riskiest marketing campaigns drive the biggest returns. While brands are burning $500K on LinkedIn ads that are generating zero demos, there’s someone out there who closed a $2M deal they sourced from a meme. Host David Walsh, Founder of Limelight, breaks down real examples from brands spending less and converting more by leaning into creator-led growth, unconventional distribution, and campaigns that make traditional marketers panic. You’ll learn: How growth leaders sell “unsafe” ideas to the C-suite How to attribute sales pipeline to content, creators, and social signals Why the campaigns that feel uncomfortable often drive the most revenue No e-book downloads. No buzzwords. This show is for marketers with a chip on their shoulder who are tired of playing it safe. We celebrate the campaigns that make legal sweat and sales teams crush quota. Because marketers who don't take risks won't exist in 2027.

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  • Creator
    David Walsh
  • Years Active
    2k
  • Episodes
    20
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    Explicit
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    © Copyright 2026 David Walsh
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    Safe Doesn't Scale