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AI business case studies

Real businesses, real revenue, labelled by how sure we are. Metrics show "—" until we have a source.

Short answer

51 AI business case studies. 47 have Verified revenue from payment-processor data (Stripe, RevenueCat or Superwall, via TrustMRR). Median of the 39 on our leaderboard (synced in the last 30 days): $22,800; including 5 that stopped syncing: $31,600 (n=44). These are established businesses, not typical results. Last checked Oct 28, 2026. Next: sortable leaderboard · stats & charts · AI SaaS ideas · start an AI agency.

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Cases we most recently re-checked. Stale processor syncs stay labelled.

  1. Nutria (Calyra): $73.8k / 30 days (RevenueCat via TrustMRR, Oct 28 2026 · checked 2026-10-28)
  2. Rank Prompt: $50.7k / 30 days (TrustMRR, Oct 28 2026 · checked 2026-10-28)
  3. PROSP: $128.0k MRR (last TrustMRR sync Feb 5 2026 (stale) · checked 2026-10-28)
  4. Reddit Agency: $34.8k MRR (TrustMRR, Oct 28 2026 · checked 2026-10-28)
  5. VirtualJK: $3.39M all-time (TrustMRR, Oct 28 2026 · checked 2026-10-28)
  6. Adspirer: $54.7k MRR (last TrustMRR sync Jun 29 2026 (stale) · checked 2026-10-28)

All case studies

E-commerce · Our own businessSelf-reported
~$15k
Amazon sales volume, August 2026

BambanaOur own business

Bambana LLC owns this site.

A family home-decor brand moving from Amazon to its own Shopify store.

Rev~$15kTeam2 foundersChannelAmazon
AI SaaSVerified
$863.6k MRR
last verified Jul 31 2026, since removed from TrustMRR

Chatbase

No-code AI agents for customer support and sales.

Rev$863.6k MRR1st $~30 min after pricing went liveCostPersonal savings (model costs)TeamSolo → 3 by May 2023ChannelViral X posts
AI agencyVerified
$197k / 30 days
TrustMRR, Oct 22 2026

AEO Engine

An AI-search SEO agency that gets clients cited by ChatGPT and AI Overviews.

Rev$197k / 30 days
AI content serviceVerified
$65.9k MRR
TrustMRR, Oct 23 2026

White Glove Content

Subscription faceless-video studio: scripts, AI voiceover, editing, thumbnails.

Rev$65.9k MRRTeam2–5
AI mobile appVerified
$73.8k / 30 days
RevenueCat via TrustMRR, Oct 28 2026

Nutria (Calyra)

AI calorie-tracking app grown on organic TikTok.

Rev$73.8k / 30 daysChannelTikTok
AI SaaSVerified
$50.7k / 30 days
TrustMRR, Oct 28 2026

Rank Prompt

Track and improve how your site shows up in AI search engines.

Rev$50.7k / 30 days
AI SaaSVerified
$128.0k MRR
last TrustMRR sync Feb 5 2026 (stale)

PROSP

AI-personalized LinkedIn outreach for agencies and sales teams.

Rev$128.0k MRR
AI SaaSSelf-reported
~$130–160k / month
founder newsletter, Oct 2025

TypingMind

A chat front-end for LLMs that became a solo founder's path to financial independence.

Rev~$130–160k / month1st $Same day as MVP (Mar 6 2023)TeamSolo → +1 freelancerChannelX/Twitter
AI SaaSSelf-reported
$86k / month
founder's X bio, read Oct 26 2026

Photo AI

AI photoshoots of you, built as a single PHP file.

Rev$86k / monthChannelX / build in public
AI SaaSPublic data
$10M+ since launch
company-published, checked Oct 2026

HeadshotPro

AI professional headshots from a few selfies.

Rev$10M+ since launchCost$3k domain (partial)TeamSolo + wife on support (2023)ChannelSEO
AI SaaSVerified
$47.0k MRR
TrustMRR, Oct 27 2026

Vid.AI

Turns an idea or script into ready-to-post AI videos for creators.

Rev$47.0k MRRTeam2–5ChannelMeta Ads
AI agencyVerified
$34.8k MRR
TrustMRR, Oct 28 2026

Reddit Agency

Gets brands recommended by ChatGPT and Google via Reddit, or you don't pay.

Rev$34.8k MRR
AI SaaSVerified
$3.39M all-time
TrustMRR, Oct 28 2026

VirtualJK

An AI "replicant" of a consultant, sold to coaches and consultants.

Rev$3.39M all-time
AI SaaSVerified
$54.7k MRR
last TrustMRR sync Jun 29 2026 (stale)

Adspirer

An AI agent that runs Google, Meta, LinkedIn and TikTok ads through chat.

Rev$54.7k MRRTeam1 person
AI SaaSVerified
$65.4k MRR
TrustMRR, Oct 28 2026

Promptwise

Generative AI video, image and audio tools sold to a paid creator community.

Rev$65.4k MRRTeam11–25ChannelSlack communities
AI SaaSVerified
$324k MRR
TrustMRR, Oct 28 2026

Postiz

An open-source, agentic social media scheduler that plans, writes and posts for you.

Rev$324k MRRCost~$3k/mo for ~4 months on marketing pre-launchTeamSolo developer (Nov 2025)ChannelReddit + open source
AI mobile appVerified
$93.2k MRR
TrustMRR (Superwall), Oct 27 2026

PropGPT

An AI sports-betting analysis app charging $9.99 a week.

Rev$93.2k MRR
AI SaaSVerified
$10.1M all-time
TrustMRR, Oct 27 2026

Cometly

Ad attribution for B2B SaaS, with AI you can chat with about your ads data.

Rev$10.1M all-time
AI SaaSVerified
$56.5k MRR
last TrustMRR sync Jul 30 2026 (stale)

RankAI

Autonomous SEO and AI-search content for agencies and e-commerce brands.

Rev$56.5k MRRCostVC-backedChannelAgencies (white-label)
AI SaaSVerified
$79.5k MRR
last TrustMRR sync Feb 28 2026 (stale)

Supergrow

AI LinkedIn writing, engagement and analytics for creators and ghostwriters.

Rev$79.5k MRR
AI SaaSVerified
$3.4k MRR
TrustMRR, Oct 28 2026

AutoSubtitles

A $9/mo AI captions tool: from launch to $3.4k MRR in about seven months.

Rev$3.4k MRR
AI SaaSVerified
$424.4k MRR
last TrustMRR sync Aug 14 2026 (stale)

GojiberryAI

AI sales agents that watch for buying signals and run outbound for you.

Rev$424.4k MRRTeam3 co-foundersChannelLinkedIn + cold outreach (~95% organic)
AI SaaSVerified
$51.8k MRR
TrustMRR, Oct 28 2026

traxy.ai

Finds buyers already engaging in your market through social listening, on autopilot.

Rev$51.8k MRRTeam2–5
AI SaaSVerified
$34.9k MRR
TrustMRR, Oct 21 2026

SEObot

An AI agent that runs blog SEO end to end for busy founders.

Rev$34.9k MRRChannelX / build in public
AI SaaSVerified
$10.4k MRR
TrustMRR, Oct 21 2026

MagicSlides

A bootstrapped AI presentation maker from India: prompt in, PPT out.

Rev$10.4k MRRChannelYouTube + SEO
AI SaaSVerified
$48.5k MRR
TrustMRR, Oct 28 2026

Laper

AI screenwriting software for professional writers, "without the AI aftertaste".

Rev$48.5k MRRTeam2–5ChannelSEO + content + X
AI SaaSVerified
$35.9k MRR
TrustMRR, Oct 28 2026

Apiframe

One API for AI image, video and music models, sold to developers.

Rev$35.9k MRR
AI SaaSVerified
$28.5k MRR
TrustMRR, Oct 28 2026 (stale revenue feed)

Based Labs AI

A consumer AI image and cinematic video generator with $1.25M lifetime revenue.

Rev$28.5k MRR
AI SaaSVerified
$28.5k MRR
TrustMRR, Oct 24 2026

Humanize AI Text (AE-intelligence)

A one-feature tool that rewrites AI text to read human: $851k lifetime.

Rev$28.5k MRR
AI e-commerceVerified
$21.6k MRR
TrustMRR, Oct 28 2026

ControlResell

AI listings, auto-relisting and negotiation for Vinted and Shopify resellers.

Rev$21.6k MRR
AI agencyVerified
$17.8k MRR
TrustMRR, Oct 28 2026

Adelante

A managed AI support agent for Shopify brands: "we set it up, then we run it".

Rev$17.8k MRR
AI e-commerceVerified
$14.3k MRR
TrustMRR, Oct 28 2026

Low Content AI

AI tools for making journals, planners and coloring books to sell on Amazon KDP.

Rev$14.3k MRR
AI SaaSVerified
$19.5k MRR
TrustMRR, Oct 28 2026

ChatDash

White-label platform for agencies selling AI voice agents to their clients.

Rev$19.5k MRR
AI agencyVerified
$13.8k MRR
TrustMRR, Oct 28 2026

DM Champ

An AI sales agent platform pitched as "start an AI agency this week".

Rev$13.8k MRR
AI info productVerified
$9.7k MRR
TrustMRR, Oct 28 2026

AI Persona Method (AI Money Group)

A course and software for building AI personas for marketing and support, plus consultant certification.

Rev$9.7k MRR
AI content toolVerified
$27.4k MRR
TrustMRR, Oct 28 2026 (stale revenue feed)

Produce.so

Ultra-long-form faceless YouTube videos and scripts, generated end to end.

Rev$27.4k MRR
AI content toolVerified
$13.7k MRR
TrustMRR, Oct 28 2026

Taja AI

Turns long videos into Shorts, captions, thumbnails and scheduled posts.

Rev$13.7k MRRChannelSEO + affiliates (among others)
AI content toolVerified
$22.2k MRR
TrustMRR, Oct 28 2026

Marky

On-brand social posts for local service businesses: $1M lifetime.

Rev$22.2k MRRChannelMeta Ads + Facebook
AI content toolVerified
$18.4k MRR
TrustMRR, Oct 28 2026

Talefy

Interactive AI stories that react to the reader, starting at $1.99.

Rev$18.4k MRR
AI mobile appVerified
$22.8k MRR
TrustMRR, Oct 28 2026

Brawler

An AI boxing coach app that hit $60k in a 30-day window within months of launch.

Rev$22.8k MRRChannelMeta Ads + influencers
AI mobile appVerified
$20.2k MRR
TrustMRR, Oct 28 2026

Imposter AI

A viral AI party game: $239k lifetime in under a year.

Rev$20.2k MRRChannelTikTok + Instagram + ASO
AI mobile appVerified
$20.4k MRR
TrustMRR, Oct 28 2026

AbMaxx

An AI abs coach that scans your physique: $172k lifetime since March 2026.

Rev$20.4k MRRChannelTikTok + Instagram + Meta Ads
AI mobile appVerified
$22.0k MRR
TrustMRR, Oct 28 2026

Verbi

An AI speaking tutor for language learners: $259k lifetime.

Rev$22.0k MRRTeam2–5
AI mobile appVerified
$12.1k MRR
TrustMRR, Oct 28 2026

Goodie AI

An AI food-label scanner for seed oils, sugar and gut triggers.

Rev$12.1k MRRChannelTikTok + Meta Ads
AI info productVerified
$53.8k MRR
TrustMRR, Oct 28 2026

DataExpert.io

A $119/mo data-engineering and AI course business: $4.7M lifetime.

Rev$53.8k MRR1st $~5 weeks: bootcamp announced Mar 3 2023, full by Apr 6ChannelFounder audience (X/LinkedIn)
AI SaaSVerified
$8.5k MRR
TrustMRR, Oct 28 2026

Visualizee.ai

Turns floor plans and sketches into photoreal renders for architects in 30 seconds.

Rev$8.5k MRR
AI SaaSVerified
$13.4k MRR
TrustMRR, Oct 28 2026

notis.ai

A one-person AI assistant inside WhatsApp that turns voice notes into tasks.

Rev$13.4k MRRTeam1 personChannelX + YouTube (+ many)
AI SaaSVerified
$14.7k MRR
TrustMRR, Oct 28 2026

QR Code AI

AI-designed, trackable QR codes: an SEO-only bootstrapped SaaS.

Rev$14.7k MRRChannelSEO
AI SaaSVerified
$24.5k MRR
TrustMRR, Oct 28 2026

WaLead AI

AI agents + Spanish B2B data for LinkedIn prospecting.

Rev$24.5k MRR
AI SaaSVerified
$13.3k MRR
TrustMRR, Oct 28 2026

NotFair

An AI agent that manages Google Ads for small businesses and agencies: finds wasted spend, then fixes bids and keywords.

Rev$13.3k MRR
AI SaaSVerified
$39.7k MRR
TrustMRR, Oct 28 2026

Kolbo.AI

One subscription and one credit pool for 100+ AI image, video, music, voice and chat models, built for creators and agencies.

Rev$39.7k MRRChannelSEO + blog content (also YouTube, TikTok, Instagram, LinkedIn, X, affiliates)

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