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
“Let's maybe just put a minimum view clause on it of 800,000, because you can easily get a million. We just add that for our safety, really.”
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
“now, we have about 25 marketing assistants doing outreach for us each day, and they we push them to try and reach out to 100 influencers a day each.”
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
“it was actually AI that did most of the like initial negotiating to get them to the managers or to get them handed off. So as soon as it the first outreach message was sent, the marketing assistant's job was done.”
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
“So then we would but then we would kind of try and explain, you know, "This is what we want to do. We want it to be seamless videos. We want it to be a long-term partnership," stuff like that”
Workedcreator-opsinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Called one of the biggest rules; no numbers
“we had Cal AI's golden moment, which was the picture-taking feature. So you take a picture, show the app that way. And we just tried to find influencers that could seamlessly get that into their videos.”
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
“To this day, probably like big creators that do kind of like day-in-the-life um vlog-style content, where we could just seamlessly get the app into that video.”
Workedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Very low CPM for a famous creator; no exact figure
“We tried to time her posts so that a couple of them came out just before the new season, and then a couple of them came out just after the new season was released.”
Workedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Deals got more profitable over time, not less
“we need to keep the CPM really low because we just want to show as many people as we can the app. And if they're seeing it for the first time, they're probably not going to buy it.”
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
“So obviously we had fitness. We would kind of break that down into a couple of different niches, so it would be like bodybuilders, uh kind of like the gym bro niche, then we would have like women's fitness, and then we would have weight loss creators.”
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
“the you know, like the recipe videos that people make, um like cool recipes or just normal cooking videos, they really didn't do well for us.”
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
“we did a couple of videos last year with one of some of the people from the UK Love Island, Harry Cooksley, and like he did day-in-the-life videos, so we thought they were going to do really well, and they did do pretty well at the start”
Mixedinfluencer
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Really helped; got direct numbers and deals around talent agents
“So we we'd send messages like each month saying like, "Hey, do any of your friends or any of your friends looking for brand deals?" And we would actually pay the influencer if we ended up signing one of their friends or one of their referrals.”
Workedcreator-opsreferral-program
The Superwall Podcast · 2026-08-26

Cal AI · B2C · photo calorie tracking app

Kept assistants motivated; no numbers
“We did sometimes run like competitions, so we would have like whoever reaches out to the most influencers in the month um gets a prize, whoever whoever onboards the most influencers in a month.”
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
“So creating that relationship again with the agent or manager or influencer manager is the main reason that we were able to sign these. And then we usually actually try and get the influencer added to the group chats that we that we have.”
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
“And then we tried to sign another creator that was in the same niche as them, and they didn't do well at all.”
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
“We had a guy called Dawson do a lot of UGC at the start for us. He already had a good personal brand, and he would just post on our page as well.”
Unknownugc-creatorsorganic-short-video
The Superwall Podcast · 2026-08-26

Numbers mentioned

SubjectMetricValueQuote
Cal AIrevenue
Peak annual revenue
USD 60M/year
approximate
“At the peak, it was like 60 million a year.”
Cal AIcount
Creators in the influencer program when Alfie joined, a month or two after launch
20–30 creators
approximate
“I think when I joined, we had about 20 to 20 to 30 creators”
Cal AIcount
Creators actively posting at one time (200+), each ~4 videos/month
200 creators
approximate
“we were working with 200 plus at one time once, posting, you know, four videos a month.”
Cal AInew customers
Creator signing goal: 50+ per month, later 100/month (hit in a few months)
50–100 creators/month
goal
“we would have goals to sign 50 influencers plus per month. I think a goal for a long time was like, sign 100 influencers in a month, which like some I think on a few months we did sign 100 influencers”
Cal AIcreator pay
One top creator's monthly fee
USD 20Kper creator /month
approximate
“We paid them like 20,000 for the month, and they did 120,000 of signups”
Cal AIrevenue
Signup revenue attributed to one creator in one month
USD 120Kper creator /month
approximate
“We paid them like 20,000 for the month, and they did 120,000 of signups”
Cal AIprofit
Profit from that creator's month
USD 100Kper creator /month
approximate
“we worked with a creator, did like 100,000 in profit for us, basically.”
Cal AIcpm
Some mom influencers were profitable at a $10 CPM
USD 10
approximate
“Some of them did incredible, and were profitable at like a $10 CPM”
Cal AIcount
Promo code redemptions from a single day-in-the-life video by Jessi (Mormon Wives)
a couple of hundred, sometimes thousands
approximate
“we would sometimes get a couple of hundred promo code uses just from from this video, sometimes thousands.”
Cal AIteam size
Outreach assistants at the start
5 marketing assistants
approximate
“So we would maybe have like five marketing assistants that did outreach, and they tried to reach out to 100 people each a day.”
Cal AIteam size
Outreach assistants now
25 marketing assistants
approximate
“now, we have about 25 marketing assistants doing outreach for us each day, and they we push them to try and reach out to 100 influencers a day each.”
Cal AIactivity volume
Target; assistants often manage 40-70 on a bad day
100 creators contactedper assistant /day
goal
“It's sometimes they can get stuck, and only get like 60, 70, or sometimes even like 50 or 40, just depending on how well they can do that day.”
Cal AIactivity volume
Total daily outreach target across the team
2,000 creators contacted/day
approximate
“So that's 2,000 influencers every single day, um, that we try and reach out to.”
Cal AIactivity volume
Influencers reached out to over ~2 years
220K creators contacted
approximate
“I I think the numbers are like we reached out to about 220,000 influencers.”
Cal AIcount
Influencers onboarded or signed over ~2 years
2,000–3,000 creators
estimate
“we've onboarded and/signed probably I think our list is probably around 2 to 3,000 influencers that we've onboarded or signed.”
Cal AIconversion rate
Outreach -> reply
10%
illustrative
“But it's more like let's say you have 1,000, 100 people will reply, so 10%.”
Cal AIconversion rate
Outreach -> signed (10 per 1,000); guest then revised down
1%
illustrative
“So, we've signed 10 people from 1,000. And that's probably pretty good numbers.”
Cal AIconversion rate
Outreach -> signed, guest's revised figure (1 per 1,000)
0.1%
estimate
“I'm probably making them sound better than they are. It's probably more like one from every 1,000.”
Cal AIconversion rate
Chance of signing a creator on a good deal when you get them on a call vs messaging only
about 10x higher
estimate
“it probably 10xes your chances of signing someone on a good deal if you do call them rather than just messaging them.”
Cal AIcreator pay
Referral bonus paid to an existing creator when a friend they referred signs
USD 100–200per referred creator signed /one-time
approximate
“for some of the smaller creators, you know, an extra $100 or $200 if they just send their friend's number over was great.”
Cal AIviews
Example minimum view clause when a creator claims they can easily get 1M views; sometimes set at 700K
800K viewsper creator
illustrative
“Let's maybe just put a minimum view clause on it of 800,000, because you can easily get a million.”
Cal AIcpm
Influencer deal CPMs that were achievable earlier and became much harder to find in the last 6 months
USD 1–2
approximate
“trying to find those $2 $1 CPM deals just became a lot harder over the last 6 months, for sure.”