# Swell AI

Aiolum story: https://aiolum.com/story/swell-ai/ · added 2026-11-05 · updated 2026-11-05

**In short.** Swell AI (AI writer for podcasts and videos, United States): US$10K a month as retold from founder interviews, March 2023. Evidence grade D: reported, not verified. Team: 2 co-founders in 2022; 10 employees in May 2024 (Latka, from a video interview). Launched September 2022; still running.

AI writer for podcasts and videos · United States · AI-native · team of 2 to 10 · still running · group: Marketing and social content

- Outcome: US$10K a month as retold from founder interviews, March 2023 (evidence grade of the headline number: D; headline in US dollars: 120000)
- Launch: September 2022; months from launch to the outcome: 6
- Team: 2 co-founders in 2022; 10 employees in May 2024 (Latka, from a video interview)
- Outside funding: None reported; the founders paid for it themselves (Startup Founder Stories)
- Main factor: Cold outreach
- Meters, 1 to 4: evidence strength 1, copyable pattern 2, capital needed 1
- Tags: AI-native, Small team, Bootstrapped, Running, B2B, Marketing

Links:

- Visit swellai.com: https://www.swellai.com/

**The product.** A web app for podcasters and video makers. The user uploads a recording of their own show; Swell AI writes a transcript and then show notes, blog posts, newsletters and social posts from it, and cuts short video clips and audiograms. A free plan allows one upload; the paid plans add transcription minutes, according to a pricing page read by the price tracker xpay in May 2026.

**Why it worked.** Cody Schneider had built content programs from podcasts at the health startup Rupa Health and saw that turning one episode into many written pieces was slow manual work. His co-founder Max, who worked with AI text models, built a first version in a day, according to Startup Founder Stories. The product arrived a few months before ChatGPT made AI writing a mass topic, and the founder said that demand took off in January 2023.

Evidence grades: A = disclosed by a public company, a filing or a payment processor, or verified by one; B = two or more independent reports agree, or a journalist confirmed it; C = a founder claim that no one else verified; D = reported, not verified: one founder claim or a third-party estimate with no second source; E = no revenue figure found, so the headline is a non-money fact and the other facts carry their own grades; calc = computed on this page from graded facts.

## Summary

Swell AI turns a podcast episode or a video into written content. The user uploads an audio or video file, and the service makes a transcript, a written record of every spoken word, and then writes show notes, blog posts, newsletters and social posts from it with a large language model, a program trained on large amounts of text that writes new text from an instruction. It also cuts short video clips and audiograms, short audio pieces shown as a moving sound wave for social media. The founder described it in 2023 as "an AI writer for podcasters" and a wrapper around the OpenAI API.

Cody Schneider, a growth marketer, started it with his co-founder Max; the two had worked together at Rupa Health. In a September 2023 interview Schneider said that they built Swell in September 2022 and that it "took off" in January 2023. Startup Founder Stories, which retells his podcast interviews, reported that the first version was a shared Google Drive folder for 10 podcaster friends, that revenue passed US$10,000 a month in March 2023, and that growth came from cold email to about 100,000 people a month. A profile built from his public career data said that he bootstrapped Swell AI to US$250,000 in ARR, annual recurring revenue, the yearly value of all running subscriptions, in 12 months.

The headline figure, US$10,000 a month in March 2023, six months after the start, is reported by Startup Founder Stories from the founder's podcast interviews; no second source states it, so the story is graded D, reported and not verified. Latka, a database of software company revenue, estimated US$1.1 million a year in September 2025, but its page says the company has not published revenue, so that number is Latka's own estimate and only context here. Latka also listed 10 employees in May 2024.

## Pricing

Swell AI prices in May 2026, from the price tracker xpay's read of the company's pricing page (grade C); the company's own site answered our request with a bot check

| Plan | Per month, billed yearly (US$) | Per month, billed monthly (US$) | Limit |
|---|---|---|---|
| Hobby | 0 | 0 | 1 upload a month |
| Studio |  | 29 | 300 minutes of transcription a month |
| Agency |  | 49 | 600 minutes of transcription a month |

xpay read the page on 6 May 2026 and reported monthly or annual billing with a two-month discount for annual plans; it gave no annual price, so the yearly column is empty. Every plan lists unlimited "GPT-3.5 writing", unlimited video clips and unlimited audiograms; the paid plans differ by transcription minutes. Older reviews from 2023 show other plan names and prices.

## How much revenue does Swell AI make? The numbers, graded

A two-founder product for podcasters that reached US$10,000 a month six months after its start, as retold from the founder's interviews; the company has published no figure

| Fact | Value | Grade | Note | Sources |
|---|---|---|---|---|
| Latka's revenue estimate, September 2025 (context, not evidence) | US$1.1 million a year, estimate | D | Latka's own estimate, marked EST, not a reported figure. The page says: "Swell AI has not published its revenue." Startup Founder Stories repeats the figure and names Latka as the source. | [2, 1] |
| Run rate from the March 2023 figure | US$120,000 a year | calc | Calculated: US$10,000 times 12. This is the headline value on this page. | [1] |
| Annual recurring revenue after 12 months | US$250,000 | D | A personality-profile site's summary of the founder's public career data: "He previously founded Swell AI, bootstrapping it to $250k ARR in 12 months." No date is given beyond the 12 months. | [3] |
| Revenue per month, March 2023 (headline) | US$10,000 | D | Startup Founder Stories' milestone list, retold from the founder's podcast interviews: "$10K MRR", 8 months after the July 2022 idea. No second source. | [1] |
| Revenue per month, November 2022 | US$1,000 | D | Same milestone list. First customer listed in August 2022. | [1] |
| Founders | Cody Schneider and his co-founder Max | C | The founder in September 2023: "My co-founder, Max, who I'm building Swell AI with... we met at Rupa Health." Max's surname is not given in any source read for this page. | [4, 1] |
| Start | September 2022 | C | The founder in September 2023: "we built Swell in September of last year". His career profile lists Swell AI from 9-2022. Startup Founder Stories places the first idea in July 2022. | [4, 3, 1] |
| Team, May 2024 | 10 employees | D | Latka: "Swell AI had 10 employees in May 2024, according to YouTube." Startup Founder Stories also gives a 10-person team at the US$1.1 million figure. | [2, 1] |
| Cold email volume | about 100,000 people a month | D | Startup Founder Stories. It also reports cold messages to about 300,000 US podcasts that had published in the last 30 days, paid ads on Facebook, LinkedIn and Google display, and thousands of AI-written blog posts for search traffic. | [1] |
| AI model | OpenAI API | C | The founder in September 2023: "it's an API wrapper around OpenAI", with Tailwind components for the interface. The 2026 pricing page lists "GPT-3.5 writing". | [4, 7] |
| Prices, May 2026 | free, US$29 and US$49 a month | C | xpay's read of the pricing page on 6 May 2026: Hobby, Studio and Agency. | [7] |
| Outside funding | none reported | D | Startup Founder Stories: the founders turned down venture investors and paid for the company from earlier ventures. | [1] |
| Spin-out product | DraftHorse AI, at US$10,000 a month in 30 days | D | Startup Founder Stories: built in a weekend from Swell's code, for search-engine articles. The founder discussed it in September 2023 as 45 days old. | [1, 4] |
| Founder's later role | Swell AI 9-2022 to 12-2024; Graphed from 7-2025 | D | The career profile lists him as co-founder and CEO of Graphed, an AI data-analysis tool. A podcast page of February 2025 still called him CEO of Swell AI. | [3, 6] |
| Time from start to the headline figure | 6 months | calc | Calculated: September 2022, the start date the founder gave, to March 2023. Counted from the July 2022 idea, as Startup Founder Stories does, it is 8 months. | [4, 1] |

How to read this table: grade D is a single report that no second source confirms: a third-party estimate, a retelling of interviews, or a profile built from public career data. Grade C is the founder's own words in a recorded interview, or a price read from the company's page by a reviewer. An "X" value was computed on this page. No value is grade A or B.

## When did Swell AI launch, and how did it grow? Timeline

From a shared folder of MP3 files in 2022 to a subscription product with a free plan, as reported by interviews and directories. Each entry carries its grade.

- **July 2022** (grade D [1]): On a road trip, Schneider stays with Max, a former Rupa Health colleague, and asks if podcast repurposing can be automated. Max builds a first version within 24 hours, according to Startup Founder Stories.
- **2022** (grade D [1]): The first product is a shared Google Drive folder: 10 podcaster friends upload MP3 files, the founders run the software on their laptops and email the results back.
- **September 2022** (grade C [4, 3]): The founder later dates the building of Swell to this month.
- **November 2022** (grade D [1]): US$1,000 a month in revenue, as listed by Startup Founder Stories.
- **January 2023** (grade C [4]): After ChatGPT appears in December 2022, "Swell just basically took off", the founder said.
- **March 2023** (grade D [1]): US$10,000 a month in revenue, as listed by Startup Founder Stories.
- **September 2023** (grade C [4]): In an interview the founder describes Swell as an OpenAI API wrapper with Tailwind components, and DraftHorse AI as a new 45-day-old product built on the same technology.
- **May 2024** (grade D [2, 6]): Latka records 10 employees. The founder appears on The Startup Ideas Podcast as co-founder of Swell AI.
- **23 September 2024** (grade C [5]): Interview on the Marketing B2B Technology podcast as co-founder and CEO of Swell AI.
- **December 2024** (grade D [3]): The founder's role at Swell AI ends, according to his career profile; he co-founds Graphed in July 2025.
- **September 2025** (grade D [2]): Latka estimates revenue at US$1.1 million a year; its page says the company has not published revenue, so this is Latka's own estimate.
- **May 2026** (grade C [7]): The pricing page shows a free plan and paid plans at US$29 and US$49 a month, as read by xpay.

## Why did Swell AI work?

### Test the work by hand before the product

The first version had no website and no payment system, according to Startup Founder Stories: friends put MP3 files in a shared folder and the founders sent the written content back by email. This showed that podcasters wanted the output before any interface was built.

### One recording, many outputs

A podcaster already has the raw material. One upload gives a transcript, show notes, a blog post, a newsletter and clips. The customer pays for time saved on work they know they should do, and the model cost per episode is small next to a monthly subscription.

### Many channels at once

Startup Founder Stories reported cold email to about 100,000 people a month, cold messages to podcasters, paid ads to the same lists, and AI-written articles for search. The founder's stated idea was that a person who gets a cold email then sees the brand everywhere on social media.

### Reuse the code for a second product

The same transcription and writing technology became DraftHorse AI, a tool for search-engine articles, built in a weekend according to Startup Founder Stories.

## How it was built

These details come from the founder's interviews and from directories. They are grade C or D.

- The text generation calls the OpenAI API; the founder called the app "an API wrapper around OpenAI" in 2023, and the 2026 pricing page still names GPT-3.5.
- The interface uses Tailwind components, a ready-made set of page elements for the Tailwind CSS library, according to the founder.
- Startup Founder Stories lists Node.js, the OpenAI API, Apollo.io for contact lists, Google Drive, Stripe, and Facebook and LinkedIn ads as its tools.
- The first version ran on the founders' laptops, with files exchanged through Google Drive and email.
- Input is audio or video only; the founder said in 2023 that it does not accept plain text.
- Billing is self-serve with a free plan and two paid plans, according to xpay.

Sources: [4, 1, 7]

## Who tried this before Swell AI, and why did they fail?

Five companies in our database of failed startups promised to help people create, curate or redistribute content more easily. The values below are from that database and are not independently verified.

The failed startups come from our database of dead startups, retold here in our own words; Its entries are AI-assisted summaries of public sources, so they carry no evidence grade.

### Pixelpipe (2008 to 2013; funding US$2M; cause: Competition)

- Promise: Post photos, videos and audio to many networks and blogs at once.
- Why it died: Facebook, Twitter and the other platforms built their own cross-posting, and no clear business model was found.
- Record: 

### Pressly (2011 to 2018; funding US$2.9M; cause: Competition)

- Promise: A content curation platform for brands to collect and distribute content.
- Why it died: Larger marketing suites added curation, and competitors offered broader integrations.
- Record: 

### Trapit (2011 to 2019; funding US$21.5M; cause: Competition)

- Promise: AI-picked content feeds for marketers to share.
- Why it died: It could not set itself apart from free and cheaper tools, while Google and Facebook improved their own content algorithms.
- Record: 

### Hyperink (2011 to 2014; funding US$1.4M; cause: Competition)

- Promise: Let experts publish niche e-books quickly, with marketing and distribution.
- Why it died: Self-publishing on Amazon gave authors more reach at lower cost.
- Record: 

### ReelSurfer (2012 to 2015; funding US$1.25M; cause: Competition)

- Promise: Clip and share short segments of online videos.
- Why it died: YouTube and Facebook built clipping and sharing into their own products.
- Record: 

## What changed

The earlier companies sold a step in the content process that the large platforms could add for free, and most of them had to do the hard part, the writing or the editing, with people or simple rules. Each was overtaken when a platform built the same feature.

Swell AI started when language models could write a usable blog post or show notes from a transcript in seconds, so the work that used to need a writer became a cheap API call. Two founders could then run a product with a free plan and low monthly prices. The same risk remains: model makers and podcast hosts can add the feature themselves, and the 2026 pricing page still names an older model.

## Can one person copy Swell AI now?

**Verdict: Partly. The product is easy to build; the growth method is not for everyone.**

A transcript-to-content tool is now a common product, so the opening of late 2022 is gone. What can be copied is the order of work: deliver the result by hand to ten people first, then build the product, then reuse the code for a second product. The cold outreach at large volume that Startup Founder Stories reported needs care with spam laws and email provider rules, and many founders will not want to do it.

1. Find a repeated content task that you already know from a job, such as podcast show notes.
2. Deliver the output by hand to about ten users from a shared folder before you build an interface.
3. Charge a low monthly price with a free plan that allows one try.
4. Reuse the same model pipeline for a second product aimed at another group of buyers.

**What is still open.** Other recorded formats with an unused archive: webinars, sales calls, conference talks and internal meetings, where the founder said in 2024 that Swell was getting traction with webinar hosts.

## What could go wrong for Swell AI?

- **What is not verified.** The headline figure of US$10,000 a month in March 2023 rests on one source: Startup Founder Stories, which retells the founder's podcast interviews; the original interview with the date was not found. The US$1,000 a month in November 2022 comes from the same list. The US$250,000 ARR after 12 months comes from a profile site's summary of the founder's career data. Latka's US$1.1 million a year for September 2025 is Latka's own estimate, marked EST, on a page that says the company has not published revenue; it is shown only as context. The team size of 10 rests on Latka citing a video. A reader could look for a payment-processor profile, a founder interview that states revenue with a date, or a statement by the company.
- **Growth by bulk cold outreach.** Startup Founder Stories reported that the founder cold emailed about 100,000 people a month and sent cold messages to about 300,000 US podcasts, and that he called these his "degenerate growth tactics". In a 2023 interview, speaking of work for another company, he described adding scraped industry email addresses to a podcast newsletter and called it "probably like a grey-hat spam email". These are reports of the founder's own marketing; the product itself works on the user's own recordings.
- **The dates of the US$1.1 million figure disagree.** The body of the Startup Founder Stories article says Swell reached US$1.1 million in annual revenue by September 2024 with a 10-person team; the same page's header and Latka date the figure to September 2025. This page does not use either for the headline: the September 2025 figure is Latka's own estimate.
- **The founder has moved to another company.** Schneider's career profile ends his Swell AI role in December 2024 and lists him as co-founder and CEO of Graphed from July 2025. No source read for this page says who runs Swell AI now or whether Max is still involved. The pricing page was live in May 2026.
- **An older model and a crowded market.** The pricing page read in May 2026 still lists "GPT-3.5 writing", a model from 2022. Podcast hosts, editing tools and the model makers' own apps now offer transcripts and summaries, often for free.
- **The company's site could not be read.** www.swellai.com answered our honest automated request with a bot check (HTTP 403) on 5 November 2026, and the Internet Archive answered with rate limits. Prices come from xpay's reading of the page in May 2026.

## Sources

1. Startup Founder Stories: From Google Drive folder to $1.1M ARR: How we built Swell AI with degenerate growth tactics — https://startupfounderstories.com/stories/cody-schneider-swell-ai-1m-arr-cold-outreach (grade D). Read in full (downloaded 5 November 2026). A retelling of the founder's podcast interview; names GetLatka as the source of the US$1.1 million figure. Source for the founding story, milestones, growth tactics, tools and team size.
2. Latka company page: Swell AI revenue 2025, US$1.1M estimate — https://getlatka.com/companies/swell-ai (grade D). Read in full. A third-party revenue estimate marked EST, and an employee count credited to YouTube.
3. Humantic AI public profile: Cody Schneider, Co-Founder and CEO, Graphed — https://humantic.ai/public-profile/cody-schneider-d0dd21f1b8807e60 (grade D). Read in full. A profile built from public career data. Source for the US$250,000 ARR claim and the dates of his roles.
4. The Investor's Podcast, Millennial Investing MI293, 19 September 2023: Hacking Marketing & Growth w/ Cody Schneider (transcript) — https://www.theinvestorspodcast.com/millennial-investing/hacking-marketing-growth/ (grade C). Read the transcript sections on Swell AI, DraftHorse AI and growth tactics. An AI-generated transcript of the founder's own words; source for the start date, the co-founder, the OpenAI API and the January 2023 growth.
5. Marketing B2B Technology (Napier), 23 September 2024: Interview with Cody Schneider - Swell AI — https://marketingb2btech.napierb2b.com/e/interview-with-cody-schneider-swell-ai/ (grade C). Read the episode page in full (the audio was not transcribed). Source for his role as co-founder and CEO and the product description.
6. The Startup Ideas Podcast, 10 May 2024: A few $30k+/month startup ideas from the most manic/genius founder you've never heard of; and 17 February 2025 episode page — https://share.transistor.fm/s/58dc534e (grade C). Read the May 2024 episode page and transcript sections that mention Swell; also read the February 2025 page (share.transistor.fm/s/35eb6833), which calls him Co-Founder and CEO of Swell AI.
7. xpay: Swell AI Pricing 2026, from a read of www.swellai.com/#pricing on 6 May 2026 — https://www.xpay.sh/saas-pricing/swell-ai/ (grade C). Read in full. A price tracker's copy of the company's pricing page; source for the plans and limits.
8. Database of failed startups, local export — /method/#dead (grade C). Local export. AI-written summaries, not independently verified. Source for the failed predecessors.

Contact: aiolum@livyden.com. Run Swell AI? Send corrections or a verified figure to aiolum@livyden.com (subject: Correction: Swell AI).