AI market research agent
Build an AI agent that does end-to-end market research (TAM, competitors, customers) on prompt, billed per report.
The idea, in plain language
Build an AI agent (or thin SaaS) that does end-to-end market research on demand — TAM, competitors, customer profiles, lead lists — billed per report, per seat or per project. Numbers across the videos range from $2K AI-generated research reports sold as lead magnets (Koerner HoldCo Bros), Perplexity Labs shortcuts that compress a manual research workflow into minutes, construction-permit data monetized as $100-200/lead or 200-300 leads/month for $20-30K monthly revenue, and WebMCP conversion / mystery-shopper agency plays positioned as the next AI-native service niche. Customers are solo founders, agencies, local service businesses and small B2B SaaS teams who would otherwise pay a junior analyst or a consultant. Startup cost is near-zero — Claude / Codex / Perplexity / Manus stacks plus a landing page and Stripe — and the moat is the data asset (scraped lists, enriched leads) and the workflow automation rather than the model.
Where the sources agree
- AI compresses the manual research workflow from days to minutes — Perplexity Labs, Manus, Lindy, the Instant Dossier agent and $2K AI pitch decks are the canonical examples.
- Sell the report, not the tool — multiple guests pitch research or pitch decks as $2K-$3.5K fixed-scope deliverables before productising.
- The data is the moat: scraped permits, enriched lead lists and WebMCP-readable sites become recurring assets once refreshed on a schedule.
- A solo operator can ship a research agency in days: scraper + Claude + a Stripe checkout, with no human analyst in the loop for the bulk of work.
Where they differ
- The Koerner Office (HoldCo Bros, Billy Howell's Grok Bot) frames market research as a fixed-scope service with a price tag; MFM (Business Is Now On Easy Mode, 2050 tools) frames it as one piece of a broader AI-agent stack or end-to-end product.
- Greg Isenberg (WebMCP, OpenClaw / Larry, Lindy) leans into agentic infrastructure — agent mystery-shopper services, OpenClaw skills, multi-agent employee stacks; Starter Story (not directly covered) is largely absent, and MFM's pitch is the closest analogue at $1M scale.
- Pricing shapes differ: $2K-$3.5K research or pitch-deck report (Koerner HoldCo), $100-200 per lead or $20-30K/month per territory (Koerner permit-data story), and Lindy-style retainer for AI employees that may include research.
- Customer differs: Koerner's buyer is a small local business or sales team; MFM's buyer is a solo founder; Lindy's buyer is an executive who wants to replace a hire.
What each source says
MFMBusiness Is Now On Easy Mode
The episode presents AI as a way to compress early product discovery: find an idea, sketch it, scope an MVP, vibe-code a prototype, market it, and use an AI product manager to collect feedback.
Watch on YouTubeIsenbergWebMCP: Let AI Agents pay you money
Vinny's WebMCP demo suggests exposing shopping, booking, quoting, or checkout actions as browser-accessible tools so agents can complete transactions; Greg's agency ideas add site audits and agent mystery shopping as services.
Watch on YouTubeMFM5 AI Tools I’d Use to Make $1M (w/o employees, money, or time)
Sam and Shaan's five-tool rundown suggests picking an undersold workflow, such as Enhancer.ai listings or AI Apply, and adapting it into a focused vertical product with a clear distribution channel.
Watch on YouTubeMFM5 AI Tools that make you feel like you’re in 2050
Sam and Shaan's Sales Call Agent demo points toward a vertical appointment-setting bot for local service businesses, while the AI biography tool shows how existing archives can become structured business profiles.
Watch on YouTubeMFMStop Doing Boring Work Yourself…
The live-AI demo episode shows a productized automation agency built around boring-work tools: Instant Dossier for prospect research, Inbox Zero for client email, strategy-memo review, and fraud detection.
Watch on YouTubeIsenbergHow I'd use Sora 2 + Claude to hit 1M+ views on AI videos
Greg's Sora 2 framework combines Perplexity deep research, Claude brainstorming and evaluation, and Sora 2 rendering into a repeatable viral-video research and production pipeline.
Watch on YouTubeKoernerSell These $3.5K AI Pitch Decks Built in 12 Min (+4 More Ideas)
The HoldCo Bros episode frames AI-generated pitch decks, Perplexity Labs market research, LLM-powered quizzes, and $2K research reports as practical offers that can be produced quickly and sold as lead magnets or services.
Watch on YouTubeKoernerMake Money With This New AI Agent That Works 24/7 [NO ADS • FULL EPISODE]
Billy Howell's Grok Bot interview emphasizes offer-first AI agent builds: start with a simple revenue promise, avoid tooling as procrastination, and use agents to build practical apps quickly.
Watch on YouTubeMFMSeven $1M+ Business Ideas To Start in 2023 (#404)
Sam and Shaan's $1M+ idea list supports an automated research and lead-gen back office for one niche, monetized through referrals, affiliates, or productized services.
Watch on YouTubeIsenbergI gave OpenClaw one job: go viral (it worked?)
Oliver Henry's Larry demo shows a one-job marketing agent that creates TikTok slideshows, reads analytics, iterates on hooks and CTAs, and feeds performance data into the next post.
Watch on YouTubeIsenbergFire your team and hire AI employees?
Flo Crivello's Lindy demo points to a vertical agent stack for small service businesses: a proposal writer, an AI recruiter or lead generator, and an executive-assistant agent that handles calendar, email triage, briefings, and draft replies.
Watch on YouTubeMFMI made $250M in one year. Here's what it actually cost me
Amjad Masad's Replit story supports a vertical AI-coding agent sold to underserved B2B customers rather than positioned as a generic coding assistant. The episode's key numbers are Replit's agent product scaling from roughly $2.5M to $250M ARR in a year.
Watch on YouTubeKoernerHere Is My Favorite AI Business Idea. Steal It!
The HoldCo Bros episode frames a wedding-vendor AI agent as a focused first niche: the agent calls venues, caterers, and photographers, collects quotes, and drafts comparisons for customers.
Watch on YouTubeKoernerA Secret Hack to Finding and Selling Home Service Leads
Connor and Chris describe a data-product path: scrape county construction permit data, enrich it, and sell qualified leads or market research reports to residential builders and other high-ticket local service providers.
Watch on YouTubeIsenbergPerplexity's new AI agents are INSANE
No take is available for this episode.
Watch on YouTubeIsenbergThe end of Microsoft Excel's 40-Year Dominance? (Shortcut AI is INSANE)
No take is available for this episode.
Watch on YouTubeIsenbergDoes Grok 4 Deserve a Spot In Your AI Stack? (Here's The Truth)
No take is available for this episode.
Watch on YouTubeMFMBusiness Brainstorm: Failed Churches, Ozempic Hotline & Klout 2.0 (#492)
No take is available for this episode.
Watch on YouTubeIsenberg$1M Startup Trends For 2024, With Michael Karnjanaprakorn
No take is available for this episode.
Watch on YouTubeKoernerThinking About Dropshipping? You Might Be Too Late.
No take is available for this episode.
Watch on YouTubeKoernerHe Makes $4K/Day With This Weird Middleman Business
No take is available for this episode.
Watch on YouTubeMFMEx-Tesla President reveals EVERYTHING Elon does to win
No take is available for this episode.
Watch on YouTubeTools people use for this
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