DTC Podcast – Bonus: The Math Behind Influence and Why Most Influencer Marketing Fails

Guest: Yash Chavan (Founder, SARAL)
Host: Eric Dick, DTC Podcast
Date: August 20, 2025

Overview

This episode dives deep into why most influencer marketing falls short and how brands can use a methodical, math-driven approach to turn influence from a ‘woo woo’ concept into a predictable, scalable driver of brand growth. Yash Chavan (founder of SARAL) breaks down the real math behind “mindshare”, demystifies the “pyramid of influence,” and shares strategies for sustainable ambassador and influencer programs. The conversation covers the mechanics, measurement, and future of influencer marketing, with direct, actionable insights for DTC brands at any stage.

Key Discussion Points & Insights

1. The Math Behind Brand Awareness & Influence

• Brand Awareness Is Not Woo-Woo:
  • Yash debunks the idea that brand awareness is intangible. “You can pretty much use basic math to reverse engineer that concept.” ([00:00])
• Only a Tiny Fraction is in-Market:
  • “At any given time, only 3 to 5% of your total addressable market is going to be in market looking to buy.” ([00:17])
• Organic Presence in Scrolling Sessions:
  • The goal: Appear organically in someone’s social feed multiple times per day during their 3–6 daily scrolling sessions.
  • "If your brand pops up three times, five times in their feed… that's what I think is brand awareness and mindshare." ([03:09])
• The Formula:
  • 100 active ambassadors posting monthly ≈ 3.33 brand posts/day, matching the “rule of three touches” for organic brand recall.
  • “You just need 100 active ambassadors posting at least once a month. And if you have that, you have on average 3.33 posts per day.” ([03:52])

2. Why Most Influencer Marketing Fails

• Spray and Pray Methods:
  • “The usual approach is…pay a bunch of random influencers for posts…do some sort of mass seeding campaigns…an ignored affiliate program…” ([01:12])
  • These lead to inconsistent or negligible results.
• Lack of Structure:
  • Without a systematic approach, brands assume influencer marketing doesn’t work, but the problem is with execution, not the channel.
• Moving Beyond Seeding:
  • “Most brands stop at the seeding. They’re like, 'Yeah, we’re running an influencer seeding program,’ but that's consistently run on a treadmill with no outcome or nothing long term.” ([07:11])

3. Building the Pyramid of Influence

• Three Layers for Predictability: ([06:33] – [09:00])
  1. Seeding Layer: High-volume product seeding (50–100 influencers/month, adjusted for product value).
  2. Ambassador Layer: Transitioning posting influencers into structured programs with commissions, perks, and community.
  3. Custom Partnerships: Top 10% of ambassadors become bespoke partners for UGC, whitelisting, long-term deals.
• Risk & Reward Management:
  • “At every layer, you’re reducing risk and rewarding.” Nail the bottom, move up as performance is proven. ([09:16])
  • “At the seeding layer you have the least risk…the worst thing you lose is your cost of goods.” ([09:18])
• The Goal:
  • A self-sustaining ecosystem where brand mentions are regular, authentic, and drive both direct and indirect growth.

4. Influence as a Funnel Greaser

• Beyond ROAS:
  • Influencers don’t just bring affiliate sales; they increase performance in all marketing channels.
  • “Influencers…grease the funnel a little bit. If I’m seeing a product thrice…then I see that ad pop up…I’m going to click and I’m going to buy.” ([12:44])
• Paid & Influencer Synergy:
  • “You need both…You need the paid also working with the influencers because otherwise you’re leaving money on the table.” ([26:47])

5. Attribution: Challenges & Real Impacts

• Attribution is Still a Black Box:
  • Google and Facebook often take credit for search traffic generated by influencer activities ([13:49]).
  • Anecdote: A client cut their influencer program after seeing low affiliate payouts but saw Google Ads plummet as a result. ([13:57])
  • “How do you measure this?...the true impact…is in some of these other ways, like your ads are performing better, your direct traffic is rising, branded search is rising, and so on.” ([16:21])
• How to Measure Success:
  • Affiliate payouts, posts per day (PPD), higher CTRs, lower CPCs, rising branded search, and increased direct traffic ([16:27]).

6. AI’s Role in Influencer Marketing

• The Human Element Remains Critical:
  • “Influencers are such a human to human sport that you cannot have an agent talking to an agent…There’s creativity involved, there’s such relationship involved.” ([18:03])
• AI as an Executive Assistant, Not a Replacement:
  • SARAL launched “SIA,” an AI assistant to automate mundane tasks (find influencers, draft outreach) with “human-in-the-loop” approval ([18:47]).
  • Yash: “SIA does find the influencers, but you gotta approve them…there’s always this human to human element that we want to preserve.” ([19:27])
• AI Characters Can't Replace Real Influence:
  • “Influencer marketing…is basically about trust, it’s about word of mouth at scale… I don’t think an AI influencer…can create that relationship.” ([20:23])

7. Brand Case Studies & Tactics

• Success Examples:
  • Obvi, Ridge, First Form, Pura Vida, Triangle (the bikini brand that seeded all Kylie Jenner’s friends to create FOMO) ([21:17]–[23:15]).
  • Unique approaches: e.g., First Form calls their ambassadors “legionnaires,” Ridge excels on YouTube.
• Building Up To Your “Gordon Ramsay":
  • “The best way to find who your Gordon Ramsay is…is by the only way Gordon Ramsay cares about your brand is if other people are talking about it.” ([23:57])
• Working Up the Pyramid:
  • Start with smaller influencers and progress (25k → 50k → 100k+ followers, etc.), creating a bandwagon/FOMO effect ([24:28]).

8. Social Commerce and TikTok Shop

• TikTok Shop as a Channel, Not a Community:
  • “You should always own your influencer community…TikTok Shop can be a channel…you should own the relationship directly with the creator.” ([25:23])
  • Works best for lower AOV, impulse-buy products ([25:39]).

9. Tactical Tips & Takeaways

• Reusing Influencer Content:
  • Whitelist influencer posts for ads
  • Embed UGC on product pages for social proof (“mega reels”)
  • Use UGC in abandoned cart emails to recover sales ([27:01]–[28:15])
• Hot Tip:
  • Reallocate 10% of paid media budget to influencer marketing for 6 months and monitor the synergistic effect ([28:52]).
  • “What you will find… is… paid media works much better with a 90% budget because the 10% is working to drive those people in market.” ([29:15])

Notable Quotes & Memorable Moments

• On Mindshare & Math:
  • “To pop up thrice in somebody’s feed…an influencer has to post about you thrice a day or three influencers have to post about you once a day.” (Yash – [03:46])
• On Structure:
  • “Brands need to stop doing this pray and pray influencer seeding…Build your pyramid of influence.” (Yash – [06:36])
• On Predictability:
  • “This ecosystem of partners that you create…becomes like this fountain almost of posts coming out about your brand and sudden you have brand awareness, right?” (Yash – [10:21])
• On AI and the Human Element:
  • “I don’t think an AI influencer…can create that relationship…It’s about trust, it’s about word of mouth at scale.” (Yash – [20:23])
• On Attribution:
  • “Google and Facebook tend to be these almost sleazy salesmen that stand right at the door of the checkout and hand in their cookie.” (Yash – [14:35])

Important Timestamps

• Brand Awareness as Math: [00:00] – [03:55]
• Why Influencer Marketing Fails: [01:06] – [02:15]
• The Pyramid of Influence: [06:33] – [09:02]
• Influence as Funnel Greaser: [11:01] – [13:41]
• Attribution Issues & Metrics: [13:49] – [17:49]
• AI’s Role: [17:51] – [20:07]
• Case Studies & Brand Tactics: [21:04] – [24:57]
• TikTok Shop Discussion: [25:03] – [26:14]
• Content Reuse & Tactics: [26:41] – [28:20]
• Budget Tip & Synergy: [28:39] – [29:34]

Final Thoughts

Yash Chavan and the DTC Podcast host break down exactly why “random acts of influencer marketing” rarely succeed and how brands can use a systematic, math-based approach to build mindshare and, in turn, supercharge every other marketing channel—including paid. The pyramid of influence framework, with a focus on predictable, scalable activation and measurement, is essential listening for any modern DTC marketer.

Resources

• SARAL
• DTC Newsletter
• Look up the “Obvi influencer strategy” webinar for a real-world case

Hot Tip:
Start by carving 10% of your paid budget for six months and see the impact of a real influencer system. Owned influence is the new growth hack.