GTM Sauce

The Superwall Podcast · 2026-08-26

Alfie Dickens - Meet The Marketing Genius Behind Cal AI

Alfie Dickens, who joined Cal AI a month or two in and built its influencer program (20-30 creators to 200+ posting at once; peak ~$60M/year), explains the machine: 25 marketing assistants emailing ~100 creators a day each (~220K reached, 2-3K signed), AI-handled email replies, persuasion before asking for a call, minimum view clauses set below creators' own claims, seamless in-routine placements shown in the first 15 seconds, timing posts to TV seasons, creator referrals, and which niches failed (food/recipe content).

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16 tactics

Cal AI · B2C · photo calorie tracking app

Guaranteed a profitable CPM on every deal; creators couldn't back down

When a creator says they can 'easily get a million views', agree and add a minimum view clause a couple hundred thousand below that (e.g. 800K, or 700K after checking their page), framed as 'just for our safety' and 'so it's not stressful for you'. Payment is tied to hitting the floor each month. Check their actual numbers first so the floor is realistic and hit every month.

Workedinfluencercreator-ops
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

~220K creators contacted, 2-3K signed; roughly 1 signed per 1,000 emailed

Started with ~5 marketing assistants, grew to ~25, each pushed to contact 100 influencers a day (~2,000/day; real output 40-70 on bad days). Assistants hired through an outside staffing company. Outreach is by email, not DMs (DMs are rate-limited and work mainly with a big personal brand). Creators in the US, UK, France, Germany, Spain; not picky as long as the creator could fit the app into their video at a decent CPM. Assistants send a Calendly link for a manager call; managers close. Signing goals of 50+, later 100 creators a month. Funnel: ~10% reply, a few book a call, ~1 in 1,000 signs. Outreach tracked in an internal system.

Workedcreator-opsinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Assistants' job ends at the first email; no results reported

Built an internal system where, after an assistant sends the first outreach email, AI handles the replies and initial negotiation/persuasion, then hands the creator off to a manager for a call.

Unknowncreator-ops
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Calls ~10x the chance of signing; the pitch often lowered creators' prices

When a creator replies 'what's your budget?', don't lead with price. Explain the deal first: seamless videos, long-term partnership, no script, 'keep doing what you're doing and sneak our app in'. Once they seem interested, ask to jump on a call to finalize; discuss rates only on the call. Manager runs the same script on every call, starting by getting to know the creator. Deals are declined if the creator won't come down to a profitable price.

Workedcreator-opsinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Called one of the biggest rules; no numbers

Pick creators who can fit the app's 'golden moment' (snap a photo of food to log calories) into their normal video. No script and no heavy ad read; creators often just show themselves scanning a meal without naming the app. The app must appear within the first 15 seconds.

Workedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Most profitable content; one video drove hundreds to thousands of promo code uses

Sign large creators who post day-in-the-life vlogs. They show their day and quickly scan a meal with the app, often without saying its name. Aim for four videos per month per creator so followers see it repeatedly. Track with promo codes. Example: Jessi from The Secret Lives of Mormon Wives.

Workedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Very low CPM for a famous creator; no exact figure

With Jessi (The Secret Lives of Mormon Wives), timed a couple of posts just before season 3 was released and a couple just after, when everyone was visiting her page. Deal landed through a team member's relationship with her influencer manager.

Workedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Deals got more profitable over time, not less

At launch the app was unknown, so aim for the lowest CPM to reach as many people as possible, assuming the first exposures won't convert ('seen seven times' rule). As more creators promote it and viewers recognise it, raise what you pay per deal. Goal: sign as many influencers as possible and saturate the fitness space.

Workedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Mixed: some moms profitable at $10 CPM; comedy got views but low intent

Split fitness into sub-niches: bodybuilders, gym bros, women's fitness, weight loss. Then tested mom influencers (expensive because they know they convert), and comedy/viral creators (e.g. the 'no door, no problem' drive-thru guy, signed to scan fries at McDonald's). Some niches only needed one video or one creator.

Mixedinfluencerpositioning-niche
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Didn't convert; cut early. Healthy-meal videos only okay

Worked with recipe, normal cooking and mukbang creators on the assumption that food viewers think about calories. Cut them early; healthy-meal creators were kept but converted only moderately.

Failedinfluencerpositioning-niche
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Started well but underperformed; viewers mostly came for his partner

Did a couple of day-in-the-life videos with UK Love Island's Harry Cooksley. Tried to also sign his partner Shakira through him, but it never happened.

Mixedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Really helped; got direct numbers and deals around talent agents

Message signed creators monthly: 'Do any of your friends want brand deals?' Pay ~$100-200 to the creator if a referred friend signs. Referred creators send a personal phone number, so you call the influencer directly, sometimes bypassing their management.

Workedcreator-opsreferral-program
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Kept assistants motivated; no numbers

Monthly competitions: prize (cash or voucher) for the assistant who contacts the most influencers, and for the one whose referrals (tracked by 'referred by' on signed deals) sign the most.

Workedteam-processcreator-ops
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Landed deals with a TV star; guest calls relationships the key

Team member built a relationship with an influencer manager for the Mormon Wives cast, which led to deals with Jessi. When working through agents, push to have the influencer added to the shared group chat so you build a direct relationship, even though agents often refuse. Keep in touch with creators long-term.

Workedcreator-opsinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Didn't work at all; the first creator made $100K profit in a month

After one creator paid $20K for a month drove $120K of signups (~$100K profit), signed another creator in the same niche.

Failedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Paused while influencer CPMs were cheap; now restarting for cheaper views

Early on, a creator (Dawson) with his own personal brand made UGC and posted on the Cal AI page. Stopped once influencer deals gave better CPMs. Now restarting UGC because agents have pushed influencer prices up. Guest would run UGC and influencers side by side for a new app: UGC gives cheaper views but likely lower conversion.

Unknownugc-creatorsorganic-short-video
The Superwall Podcast · 2026-08-26

Numbers mentioned

WhoMetricValueContextWhen
Cal AIrevenueUSD 60M/year
approximate
Peak annual revenue4:14
Cal AIcount20–30 creators
approximate
Creators in the influencer program when Alfie joined, a month or two after launch3:11
Cal AIcount200 creators
approximate
Creators actively posting at one time (200+), each ~4 videos/month3:11
Cal AInew customers50–100 creators/month
goal
Creator signing goal: 50+ per month, later 100/month (hit in a few months)16:13
Cal AIcreator payUSD 20Kper creator /month
approximate
One top creator's monthly fee16:13
Cal AIrevenueUSD 120Kper creator /month
approximate
Signup revenue attributed to one creator in one month16:13
Cal AIprofitUSD 100Kper creator /month
approximate
Profit from that creator's month16:13
Cal AIcpmUSD 10
approximate
Some mom influencers were profitable at a $10 CPM18:14
Cal AIcounta couple of hundred, sometimes thousands
approximate
Promo code redemptions from a single day-in-the-life video by Jessi (Mormon Wives)21:39
Cal AIteam size5 marketing assistants
approximate
Outreach assistants at the start34:35
Cal AIteam size25 marketing assistants
approximate
Outreach assistants now34:35
Cal AIactivity volume100 creators contactedper assistant /day
goal
Target; assistants often manage 40-70 on a bad day35:03
Cal AIactivity volume2,000 creators contacted/day
approximate
Total daily outreach target across the team34:35
Cal AIactivity volume220K creators contacted
approximate
Influencers reached out to over ~2 years35:03
Cal AIcount2,000–3,000 creators
estimate
Influencers onboarded or signed over ~2 years35:03
Cal AIconversion rate10%
illustrative
Outreach -> reply35:40
Cal AIconversion rate1%
illustrative
Outreach -> signed (10 per 1,000); guest then revised down35:40
Cal AIconversion rate0.1%
estimate
Outreach -> signed, guest's revised figure (1 per 1,000)35:40
Cal AIconversion rateabout 10x higher
estimate
Chance of signing a creator on a good deal when you get them on a call vs messaging only37:39
Cal AIcreator payUSD 100–200per referred creator signed /one-time
approximate
Referral bonus paid to an existing creator when a friend they referred signs45:33
Cal AIviews800K viewsper creator
illustrative
Example minimum view clause when a creator claims they can easily get 1M views; sometimes set at 700K10:10
Cal AIcpmUSD 1–2
approximate
Influencer deal CPMs that were achievable earlier and became much harder to find in the last 6 months48:44