GTM Sauce

Top Founders with Nathan Latka · 2026-10-06

"I Built My Own AI Video Model, Now Make $3M a Month," Akool CEO Jeff Lu

Jeff Lu, ex-Google Cloud founder/CEO of Akool (AI avatars, face swap, video translation), on training small task-specific video models on rented servers, getting early users from Reddit/Facebook/Discord demo posts and Fiverr video freelancers, adding self-serve payments after enterprise deals stalled ($100K in 2021 and 2022), an inbound Coca-Cola deal won on benchmarks, revenue of $2-3M (2023), $12-13M (2024), $25M (2025), 60M projected for 2026, 4-5 reps on $1M quotas, usage-based API contracts up to ~$4M/yr, and ~$10M raised.

Play the episode

9 tactics

Akool · AI video and avatar maker

Main source of early users, per founder; no numbers

In the early days the team showed lots of product demos and result demos in related communities: subreddits, Facebook groups and Discord servers. The brand's own subreddit (r/akool_official) came much later and was not an early driver. No cadence or volumes given.

Workedcommunityorganic-social
Top Founders with Nathan Latka · 2026-10-06

Akool · AI video and avatar maker

Users began paying on their own; revenue went from ~$100K to $2-3M the next year

While trying to close large B2B customers (a slow process), many users were already using the product on their own. The team put a payment gateway on the product and people started paying online by themselves, mostly from organic traffic. This moved the company from pure B2B to a B2B/B2C mix.

Workedpayments-checkoutpositioning-niche
Top Founders with Nathan Latka · 2026-10-06

Akool · AI video and avatar maker

Didn't work; revenue flat at ~$100K for two years

In 2021 (part time) and 2022 (first full-time year) the team spent most of its time pursuing large B2B contracts and had difficulty closing them. Revenue stayed around $100K both years.

Failedoutbound-salespositioning-niche
Top Founders with Nathan Latka · 2026-10-06

Akool · AI video and avatar maker

Part of how the first 100 customers came in; no numbers

The team found user groups already using video creation tools, talked with them, frequently scheduled one-on-one meetings, listened to what they needed and recommended tools to them.

Unknownfeature-developmentcommunity
Top Founders with Nathan Latka · 2026-10-06

Akool · AI video and avatar maker

Founder confirms they did it; no results given

Fiverr has many sellers making videos (e.g. face swaps) for clients. The team talked with them, pitching Akool as a way to get that work done faster (host's paraphrase, which the founder confirmed).

Unknownoutbound-salespartnerships
Top Founders with Nathan Latka · 2026-10-06

Akool · AI video and avatar maker

Keeps costs down; Coca-Cola picked it after 3 months of benchmarks

Instead of building the largest general video foundation models, Akool designs and trains smaller models from scratch for specific tasks: human/avatar generation, and a swap series (face, character, motion, head, hair). Different architecture and training data give better quality on corner and boundary cases. Training runs on rented cloud servers (mostly Lambda, plus others depending on workload). Large foundation models are only fine-tuned.

Workedfeature-developmentpositioning-niche
Top Founders with Nathan Latka · 2026-10-06

Akool · AI video and avatar maker

Revenue $2-3M to $12-13M that year; enterprise now drives most growth

Until 2023 there were no AEs; the first enterprise deal (Coca-Cola) came fully inbound. The first account executive was hired in 2024. Today there are 4-5 quota-carrying reps, each on a $1M quota (described as standard).

Workedsales-org
Top Founders with Nathan Latka · 2026-10-06

Akool · AI video and avatar maker

Largest contract reached ~$4M a year

Business customers buy credits and pay by usage. Some integrate Akool into their own software through the API, so as they scale usage, API calls (and spend) scale with it.

Workedpricingupsell-expansion
Top Founders with Nathan Latka · 2026-10-06

The self-serve pricing had three tiers (Pro, Pro Max, Business). The team recently added a Starter plan to give people more options to get started. Prices not given; host calls the pricing page confusing, with many sliders.

Unknownpricing
Top Founders with Nathan Latka · 2026-10-06

Numbers mentioned

WhoMetricValueContextWhen
AkoolrevenueUSD 100K/year
approximate
Part-time year10:46
AkoolrevenueUSD 100K/year
approximate
Flat while chasing large contracts10:51
AkoolrevenueUSD 2M–3M/year
approximate
Description says $3M11:19
AkoolrevenueUSD 12M–13M/year
approximate
Description says $13M12:34
AkoolrevenueUSD 25M/year
approximate
Recognized revenue4:36
AkoolrevenueUSD 60M/year
projection
Expected 2026 recognized revenue ('60 or something', more than double 2025); guest stresses revenue, not ARR4:36
AkoolarrUSD 60M
projection
Host framed the 2026 projection as ARR; guest corrected it to recognized revenue4:54
AkoolrevenueUSD 3M/month
approximate
Over $3M in June 2026 (title figure)5:34
Akoolcount500K assets/day
approximate
Images, videos and other assets created per day by free and paid users15:17
Akoolcount210K clicks/month
estimate
Organic search clicks per month, per Ahrefs data shown on screen by the host8:53
Akoolteam size60–70 people
approximate
12:49
Akoolteam size40 engineers
approximate
Engineers13:01
Akoolteam size4–5 sales reps
approximate
Quota-carrying sales reps13:06
Akoolsales quotaUSD 1Mper repStandard quota per rep; period not stated13:06
Akoolpaying userstens of thousands
approximate
Prosumer customers13:21
Akoolcustomersseveral hundred
approximate
Enterprise and SMB customers13:21
Akoolpaying users30K customers
estimate
Host suggested more than 30,000 paying customers in total; guest revised to 20-30K13:32
Akoolpaying users20K–30K customers
estimate
All paying customers, prosumer plus business13:37
AkoolacvUSD 4Mper customer /year
approximate
Largest single contract (unnamed B2B customer), usage-based; description attributes $4M/yr to Coca-Cola but the body does not13:55
AkoolpriceUSD 50per user /month
approximate
Typical prosumer plan, host's figure11:45
Akooltime to milestone3 months
approximate
Coca-Cola's benchmarking and testing from first conversation to engagement, identity undisclosed at first11:56
Coca-Colacountseveral million
approximate
Coca-Cola's 6-month face-swap campaign on Akool, from host's notes11:21
Akoolfunding raisedUSD 10M
approximate
Total over 4+ years; new priced round in the works15:31
AkoolvaluationUSD 100M
approximate
Last priced round15:51
Akoolvaluationmuch higher than $100M
approximate
SAFE notes taken after the last priced round15:51
AkoolvaluationUSD 500M
estimate
Guest's view of a realistic valuation for the next round ('half of' $1B); host suggested $1B, guest called it a stretch16:13