Watchdog: Revenue, team and how it was built

Solo founder · 37 months after launch, revenue growing

It launched the obvious application of a new model within weeks, with a pricing page on the first day. The founder built the parts around the model instead of a model, so every model upgrade improved the product for free. Then it moved from a consumer toy to business customers who stay.

Team of 2 to 10 · 30 months after launch, revenue falling

Agencies that resell AI voice agents have the AI already; what they lack is a way to look like a company to thirty clients: a branded portal, usage billing and automations. ChatDash sells that layer and prices it per client slot, so it grows with the agency's client list. TrustMRR, reading the company's Stripe account, shows US$602,728 of revenue in total and US$19,893 of monthly recurring revenue from 113 subscriptions on 27 October 2026, about US$176 a subscription, after a fall of 60% from the best month in the table, November 2025.

Solo founder · 14 months after launch, revenue growing

Hourly and field workers answer text messages but ignore email and job portals, and a recruiter cannot call every applicant at night or on a weekend. TextWork replies at once and turns the chat into a structured report. Stripe data read by TrustMRR shows US$29,372 in the twelve months to 26 October 2026 and US$2,919 of monthly recurring revenue, but from only two paying subscriptions, so the business is small and depends on very few customers.

Team of 2 to 10 · 20 months after launch, revenue flat

Large online groups get the same questions again and again, in many languages, and scam messages arrive at hours when no moderator is awake. C12s answers from the project's own documents and deletes the scams, so a small moderator team can cover the whole day. Its blog and FAQ name Web3 projects and gaming groups as typical users, and its developer, the Lisbon IT firm Momentum One, already sold Discord set-up and moderation services to such projects.

Team of 2 to 10 · 18 months after launch, revenue growing

The two founders built it first for their own SaaS products and Shopify apps, because they had to keep one support workspace open for every product and felt they had to answer at night. They then opened it to other founders with the same problem, with unlimited projects on every plan and a fixed price per team size.

Solo founder · 10 months after launch, revenue flat

This page is about a very small verified result, not a large one. Stripe data on TrustMRR shows US$99 every month from January to October 2026 and one active subscription. That figure matches the monthly price of the top plan, so it is probably one customer. The story shows what a solo founder can build and sell, and how far one paying customer is from a business.

Solo founder · 19 months after launch, revenue flat

Each image or video model comes from a different company with its own API, account, price list and outages. A developer who wants to try several models, or keep an app working when one provider is down, must write and maintain code for each one. ImageRouter puts them behind one key and one request format, routes each call to a cheaper or working provider, and charges a margin on the credits.

Solo founder · 7 months after launch

Coloring pages are searched for in large numbers, and a child often wants a page that no artist has drawn. The founder wrote that he found coloring page searches with low competition and thousands of searches a month before he built anything, and he made free pages for those searches that lead visitors to the paid generator. The founder said in 2024 that most sales came from organic search.

Solo founder · 41 months after launch, revenue falling

It answered a request that people already typed in public: what does the person in this viral video say? A free bot replied inside X, where the request was made, and the website sold the same service for longer files at a few dollars a month. The speech and translation models are bought from other companies, so one person could build and run it.

Team of 2 to 10 · 41 months after launch, revenue falling

It is a small business with honest, payment-processor-verified numbers: US$18,627 of revenue in total over about three years, but only US$268 in the last 30 days, and on 1 November 2026 the team listed it for sale at US$7,000 because, in the seller's words, the team is moving on. The page shows what a small AI writing tool can earn in a crowded market, and how revenue behaves after the first years.

Team of 2 to 10 · 45 months after launch, revenue falling

Said US$19K a monthRecords US$9.6K in JulyDid not hold

It appeared in January 2023 inside Google Slides, a program where people already work, when writing slides from one sentence was new, and users showed it to each other without paid advertising. A blog about presentation topics then brought about 80% of new users from Google search, by the founder's account. Both channels weakened: search traffic fell, and Google added the same function to Slides. The verified total is real, and so is the fall: monthly revenue fell by half between February and July 2026.

Solo founder · 7 months after launch, revenue growing

It went where the users already were: an app in ChatGPT's app store, a plugin in Claude's directory and in Claude Code, and setups for Cursor and Codex, in the months when these directories were new. It charges per tool call instead of a share of ad spend, so a small advertiser starts at US$49 a month. And it applied to the platforms' own API programs; the company says Google approved it in June 2026 and Amazon admitted it to its partner network.

Team of 2 to 10 · 34 months after launch, revenue falling

It entered a market where people already paid for tools such as Taplio, and did the one core task better: writing the post. The founders' public posts brought the first customers and a lifetime-deal platform, and that deal paid for growth without investors. Subscriptions, partnerships with LinkedIn influencers, affiliates and a move to team plans came after.