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567 business cases

Prioritizing entries with research dossiers. Rankings are based on historical signals and do not represent opportunity quality; one product may have multiple metric records.

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Top 6 cases on this page · MRR / USD

Only compares historical metrics on this page, not the entire market. Revenue does not equal profit.

CASE / 409Software

CaseTutor

An AI voice simulator for consulting job seekers to practice case interviews. An AI interviewer runs a full management-consulting case interview by voice (75+ cases, six languages) and gives a scored feedback report afterwards. It also offers behavioral interviews, mental math practice, company online tests, plus points and a leaderboard.

Audience
University students, MBAs and career switchers preparing for McKinsey, BCG, Bain (MBB) and Big 4 consulting interviews, mainly in the US, India and the UK
Pricing
subscription
Channel
Traffic estimate 2026-09: organic search 39.1%, direct about 46%, referrals about 9%, only about 7,600 visits last month. The non-brand keywords are niche long-tail case interview queries, such as 'pricing case study tesla', 'consulting interview estimate questions with answers', 'interactive case interview practice', 'case math practice'. The website blog has 90 posts; 15 interview guides were published within 12 days from 2025-09-04 to 09-15, and from 2026-06 it kept posting about voice feedback, practice partners and similar topics, so this is a content SEO route. The website has LinkedIn, Instagram and Facebook accounts, and the homepage shows 11 testimonials from users at MBB/Big 4. The Revenue record founder did not fill in a channel. Existing users renew monthly or yearly, and subscriptions are seasonal with the recruiting season (September to October).
Snapshot MRR · USD · 2026-10-241,780
CASE / 410Software

Akal AI Inc.

An AI sales agent that instantly replies to car dealership leads by email, text, web chat, Facebook/Instagram, and phone, qualifies them, and keeps following up, with Google review invitations and marketing asset tools included, helping dealers turn leads they have already paid for into showroom visits and sales.

Audience
Independent used-car dealers in Canada (also serving the US), especially small dealers without a dedicated BDC (business development center) team
Pricing
subscription
Channel
Traffic estimate has no data for this domain, so traffic is small. The website has only login, free trial, and blog entries, with no social accounts, customer cases, or press coverage; founder Doruk Akal says 'I handle every account personally' and left a personal phone number, so early customers were probably reached one-on-one by the founder contacting dealers (speculation, no evidence found). The blog just published two articles on 2026-10-18 and 10-26 about whether an AI BDC is worth it and how much it costs for small used-car dealers, which is search content that has only just started. The founder did not fill in a channel on Revenue record. Returning customers renew through monthly subscriptions, currently 8 subscriptions.
Snapshot MRR · USD · 2026-10-241,772
CASE / 411Software

Reachfast.ai

Sales and recruiting people paste a LinkedIn link and get a verified direct-dial phone number and email; billed by credits, with export to CRMs, ATSs and dialers.

Audience
B2B sales teams, recruiters and outsourced lead-generation agencies who need decision-makers' contact details
Pricing
subscription
Channel
On Traffic estimate in 2026-09 the top channel is direct visits at 38.75%, followed by organic search (estimated at about 46%); search is 100% organic across 28 keywords, and the non-brand keywords include lead generation (email phone), lusha pricing, rocketreach extension and rocketreach chrome extension, so it is going after competitor price-comparison and alternative searches. The website carries badges from new-product directories such as Nick Launches, EasyLaunch and LaunchKiwi, a G2 4.5-star rating and a Trustpilot score, and has Resell and Partner links. The founder did not fill in a channel on Revenue record, the only country is India, and existing users stay through monthly credit renewals.
Snapshot MRR · USD · 2026-10-241,770
CASE / 412Software

OpenAssistantGPT

An open-source no-code platform that uses the OpenAI Assistant API to build chatbots with a knowledge base (uploaded files / scraped websites); it generates an embed code to paste on your own website to answer visitors' questions.

Audience
Small business owners and indie developers who want to add an AI support/sales Q&A bot to their website cheaply and don't want to write code
Pricing
subscription
Channel
Traffic estimate 2026-09: the top channel is direct at 40.4%, followed by organic search (estimated at about 44.7% beyond the measured top-channel share) and referral about 9%, with paid at 0%; there are only 131 keywords, mainly the brand keyword openassistantgpt, and the long-tail terms are scattered. The website is an open-source project, and the chat window on the free/low-price tiers carries a Powered by OpenAssistantGPT badge (only Pro can remove it), so embedding on users' websites becomes a passive source of exposure. Early on, the founder posted on Product Hunt, Hacker News (a Show HN post), DEV.to, and GitHub, all with very small responses (HN 2-3 points, PH 3 votes); the founder did not fill in a channel on Revenue record.
Snapshot MRR · USD · 2026-10-241,756
CASE / 413Software

ForkAds

Generates AI videos, images and digital humans for ads; it can turn one ad into different formats, swap in different creators for A/B tests, and do translation and lip-synced dubbing.

Audience
Small merchants and content creators doing e-commerce and online advertising in Spanish-speaking Latin America, such as Argentina and Colombia
Pricing
mixed
Channel
Traffic estimate 2026-09: the top channel is direct at 41.28%, followed by organic search (estimated about 44%), but there are only 4 keywords, all brand keywords (forkads, forkads academia, forkads precio, forkads quejas y reclamos); the only social source is YouTube, and visits come almost entirely from Argentina and Colombia, suggesting new users may arrive through YouTube or community tutorials in the Spanish-speaking world (speculation, no specific video found). Revenue record has no channel filled in, and the founder's X account has only 9 followers. Existing users renew through credits.
Snapshot MRR · USD · 2026-07-181,749
CASE / 414Analytics

Check Position

A web-based Google rank monitoring tool that tracks keyword rankings daily across 7 Google data centers along with URL indexing, with an API, so website owners and SEO professionals can watch ranking changes.

Audience
Mainly French-speaking website owners, SEO professionals and operators of small content/e-commerce sites (the customer logo wall is French websites)
Pricing
subscription
Channel
Traffic estimate 2026-09: direct traffic at 64.6% is the top channel, organic search about 26.6%, email about 5.3%, paid 0%; only 5 keywords are tracked, brand keyword check position makes up about 80%, and last month's visits were only about 2.6K, a very small sample. The customer logo wall on the homepage (Korleon, 1001 Pneus, Abondance, Woopets, Devis-Transport, and others) is almost all French websites, so early users probably came from the French SEO community (speculation). It has a Slack community for customer support, and the X account @CheckPosition has about 1,060 followers. The founder did not fill in a channel on Revenue record.
Snapshot MRR · USD · 2026-10-241,720
CASE / 415Software

Moonya AI

After you paste your website address, the AI learns your brand, automatically writes copy, makes images and videos, schedules posts, and publishes them to 9 social networks; the user just approves each post. It also includes automatic DM replies and MCP integration.

Audience
Small business owners who have no time to post on social media but don't want their accounts to look abandoned, and small agencies that manage several client accounts (the Agency tier)
Pricing
subscription
Channel
Traffic estimate 2026-09 shows organic search as the top channel at 35.7%, followed by direct and referral, with paid at 0%. There are only 3 keywords, all brand keywords (moonya ai and its Serbian variants), and social shows only Facebook and YouTube; the Traffic estimate sample has only Serbian traffic, so it is almost unusable. The homepage carries a Product Hunt badge (launched in 2026), but the exact launch date and vote count were not found. The founder did not fill in a channel on Revenue record, and where the paying users came from was not found.
Snapshot MRR · USD · 2026-10-241,718
CASE / 416Software

SPRINTJOB

A French-language AI job-search tool that tailors a résumé and cover letter to each job. It matches the user's experience against a job posting, uses AI to generate a résumé and cover letter for each position, gives an ATS (applicant tracking system) keyword score, and comes with an interview-prep coach, application tracking and automatic J+7 reminders.

Audience
Job seekers in France who need to rework their résumé and cover letter for every position
Pricing
mixed
Channel
Traffic estimate 2026-09: the top channel is organic search at 44.25%, followed by direct visits (estimated about 42%) and referral (estimated about 8%), with France as the only country (100%). There are only 3 keywords, all brand terms: sprint job, sprintjob, rivjob (rivjob may be an old name or a spelling variant; not found). The site uses testimonials from three French job seekers and big-company logos (Total, Capgemini, PwC and others, not partnerships) as social proof, and claims "over 10,200 satisfied job seekers" (self-reported). The footer has a "Devenir créateur" (become a creator) link with no explanation, possibly a creator/affiliate program (Speculation). Revenue record has no channel filled in by the founder, and no founder X account.
Snapshot MRR · USD · 2026-10-241,694
CASE / 417Software

Keplars

Provides APIs for transactional and marketing email, an SMTP relay, webhooks, a visual editor, inbox warm-up, and delivery tracking, supports sending through Gmail/Outlook OAuth, and also has SDKs in 11 languages, automation flows, and an MCP service.

Audience
Indie developers, startup teams, and product teams who need to add signup verification codes, password resets, and invoice emails to their products, often using Next.js, Supabase, Firebase, Lovable, and similar tools
Pricing
subscription
Channel
Traffic estimate 2026-09: direct 38.8% is the top channel, organic search about 45.9%, referrals about 9%, paid 0%; 16 keywords, and the non-brand ones are all alternative-seeking terms like resend free tier, resend alternatives, and best email provider resend alternatives; the website has comparison pages for Resend, SendGrid, Postmark, Amazon SES, Mailgun, and others. The founder's self-reported channels on Revenue record: Product Hunt, word of mouth, Discord, partners, Cold DM, LinkedIn, X. It launched on Product Hunt twice, on 2026-04-01 and 04-29, went live on the Vercel Marketplace on 2026-03-10, and has an affiliate program and a partners page.
Snapshot MRR · USD · 2026-10-241,666
CASE / 418Services

SeekSocial

A tool that helps brands search TikTok influencers and bulk-export their contact emails. Brands or marketers search TikTok creators by follower count, engagement rate, region and bio keywords, view their data, and export contact emails to send collaboration offers. In 2026-09 the official site also promoted a one-time-purchase source code for a TikTok data-scraping API.

Audience
Brand marketers, agencies and small e-commerce sellers who need to find TikTok influencers for paid collaborations (the site claims 1,000+ marketers)
Pricing
mixed
Channel
Traffic estimate 2026-09: direct 33.3%, organic social about 50% (Reddit, X), organic search about 10%. But that month's visits were up 991% month over month, driven by the 2026-09-03 HN post '4.5B Posts Scraped from TikTok' (55 points, 61 comments), and the search terms were API-related ('intercetpt tiktok rest api su android', 'tiktok api mobile', 'tiktok-api.seeksocial.io'), a different crowd from the influencer-search users. Where the long-time influencer-search customers came from: Not found. The Revenue record founder left the channel blank, the site has no social media links and no referral or sharing mechanism, and there is only one customer review, from 'Sarah Johnson'. Revenue climbed fast from 2024-01, probably through search and social content (Speculation, no evidence). Existing customers pay via subscription renewals, currently about 17-18 subscriptions.
Snapshot MRR · USD · 2026-10-241,663
CASE / 419Software

ShortsAuto.ai

An AI tool that automatically generates and schedules short videos for YouTube and TikTok. You pick a template such as AI Vlog, AI POV, AI Story or AI UGC ad, and the AI produces the short video end to end, from script and voiceover (25+ voices, cloneable) to visuals, and can post it automatically to YouTube, TikTok and Instagram.

Audience
Newcomer creators and content-farm operators who want to run faceless accounts and mass-produce short videos for traffic income
Pricing
subscription
Channel
Traffic estimate 2026-09: the top channel is direct visits at 40.34%, and the rest is estimated by rank as organic search about 45% and referral about 9%. There are 19 keywords, all spelling variants such as autoshorts, autoshortz, autoshorts ai, autoshort and auto shorts ai, which all count as brand keywords by calculation, but 'autoshorts' looks like the name of a similar product, and the site blog also has a post titled 'Best Autoshorts Alternative', so the search traffic most likely comes from people looking for AutoShorts (Speculation). The site has an Affiliates entry, and a testimonial mentions 'the affiliate link on my profile', which suggests creators are promoting it; the founder did not fill in a channel on Revenue record. Visits are up 36.97% month over month, but the site's global rank is about 3.79 million, so traffic is small.
Snapshot MRR · USD · 2026-10-241,651
CASE / 420Other

Job Bridge

An AI assistant that gives real-time answer prompts during interviews and claims to be undetectable: it listens to the questions in video interviews on Zoom, Teams, Meet, and the like, and combines your resume and the job description to suggest answers in real time, with multi-language support; used in the browser.

Audience
Nervous job seekers who want AI to prompt answers in remote video interviews, mainly for software, product, and data roles
Pricing
subscription
Channel
Traffic estimate 2026-09: the top channel is direct at 40.32%, with the rest estimated from rank as organic search about 45% and referrals about 9%; 63 keywords in total, 100% organic and 0% paid, all non-brand and all "salaries at some company" long-tail terms (essity salaries portugal, knevue employees salary, ball corporation salaries eastern europe, gsk pharmaceutical sales representative nyc total compensation averages 2026), which have little to do with an interview assistant; visits last month were only about 4.4K, -71% month over month, so traffic is already very small. The website has 11 competitor comparison pages (Final Round AI, Lockedin AI, Verve AI, and others) to claim search positions, and links Instagram, TikTok (@tryjobbridge), X, YouTube, and LinkedIn accounts. On 2025-02-15 the founder posted a Show HN, which got only 2 points. The founder did not fill in a channel on Revenue record.
Snapshot MRR · USD · 2026-07-041,650