Stop guessing which product will sell. Get a 48-hour dossier with demand curves, supplier leads, and a 90-day launch plan — before you spend a dollar on inventory.
$200 price per dossier (low end) | 10-20/mo reports sold per month |
Overview
Okay so picture this: instead of some rando spending three weeks manually digging through Amazon Best Seller lists, Reddit threads, and TikTok hashtags trying to figure out if their product idea is any good, they pay you and in 2-3 days you hand them a slick report. That report says 'here's the demand, here's who else is selling this, here's what to charge, here's your suppliers, and here's your 90-day plan to launch.' You're basically building a research agency but powered by scraper bots and LLMs instead of a team of analysts, so you can serve way more clients without hiring anyone. Then once they're hooked, you upsell them ongoing trend alerts, supplier connections, and SEO content briefs so it's not just a one-time sale.
OUR TAKE — 7/10
A real few-thousand-to-low-five-figure solo income if you nail distribution, but it competes with cheap self-serve tools and needs fragile scraping infrastructure to run.
The Trends
AI agent pipelines maturing fast
Autonomous AI agents and agent frameworks are rapidly maturing, enabling task-first pipelines (data collection → vector DB → LLM synthesis) that make productized research workflows feasible and cheaper to run at scale.1,2
Solo founder economy expanding
The solopreneur / founder-of-one economy continues to expand, creating a larger market of indie founders who pay for fast, turnkey validation and go-to-market dossiers.3
Programmatic SEO validation rising
Programmatic validation and SEO (automated keyword clustering, mass content briefs, and fast domain checks) are a rising go-to-market play for low-cost brands, driven by AI-assisted content pipelines.4
Sellers want real-time signals
Ecommerce seller intelligence (BSR proxies, price elasticity signals, supplier availability) and AI-powered seller tools remain core demand drivers as sellers seek real-time market signals to reduce product risk.5,6
Short video predicts product breakouts
Social-commerce and short-video platforms (TikTok, Discord/Reddit communities) are becoming primary demand-sensing channels, trend velocity and sentiment there correlate strongly with rapid product breakout potential.7,8
Your Answer
- Delivers a done-for-you niche validation report in 48–72 hours, replacing weeks of manual research with demand curves, social sentiment, and sales proxies pulled from Amazon, Shopify, TikTok, Reddit, and Discord
- Uses autonomous browsing agents and LLM synthesis to cross-reference BSR shifts, keyword clusters, price elasticity, CAC benchmarks, and supplier availability into one actionable dossier
- Includes a ready-to-execute 90-day go-to-market plan and competitor gap analysis, turning raw data into next steps instead of leaving founders to interpret spreadsheets
- Cuts idea risk for solo-preneurs and ecommerce sellers by validating demand and sourcing feasibility before they spend money on inventory or ads
- Built for recurring revenue through upsells like ongoing trend tracking, vetted sourcing intros, and programmatic SEO briefs once the initial niche is validated
Your Roadmap
- MVP = single-page offer: ‘48–72h Niche Dossier’ for one vertical (e.g., kitchen gadgets). Capture orders via a simple Stripe + Gumroad/Landing page.
- Build data pipeline: wire a few reliable proxies — Google Trends + Ahrefs/Keywords Everywhere API for search, TikTok hashtag velocity (use unofficial scraping via an autonomous browser), and Amazon BSR via a lightweight scraper.
- Use a lightweight orchestration layer (Make/Integromat or n8n) to run agent tasks: fetch data, push to a vector DB (Pinecone/Weaviate), then call an LLM (OpenAI/Anthropic) for a 1–2 page synthesis and 90-day GTM bullets.
- Deliver via templated PDF + short Loom walkthrough. Price test at $79–$249 for one dossier; offer fast upsell for weekly trend tracker at +$29/mo.
What you'll need
- Basic no-code skills (Make/n8n, Stripe, simple landing page builders like Carrd or Webflow). If unfamiliar, take a 2–4 hour tutorial on YouTube or Makerpad.
- API keys for a keyword/search tool (Ahrefs, SEMrush, or Keywords Everywhere). Use free trials or low-tier plans to start.
- Comfort running simple headless browser scripts (Playwright/Puppeteer) or affordable scraping service (ScrapingBee, Apify) to pull TikTok/Amazon signals.