ai
advanced
Amazon Opportunity Scanner
Solution Components
ai
python
automation
e-commerce
Architecture Visual
flowchart TD
subgraph ingestion ["Data Ingestion"]
direction TB
crawler("<div class='tech-node'><img src='/icons/tech/playwright.svg' /><img src='/icons/tech/selenium.svg' /><span>Autonomous Crawler</span></div>")
sp_api("<div class='tech-node'><img src='/icons/tech/amazon.svg' /><span>Amazon SP-API</span></div>")
end
subgraph storage ["Data Lake"]
direction TB
raw_storage("<div class='tech-node'><img src='/icons/inframap/storage.png' /><span>Raw HTML/JSON</span></div>")
computed_db("<div class='tech-node'><img src='/icons/tech/postgresql.svg' /><span>Structured Data</span></div>")
end
subgraph analysis ["ML Analysis"]
direction TB
processing("<div class='tech-node'><img src='/icons/tech/pandas.svg' /><img src='/icons/tech/scikitlearn.svg' /><span>Gap Analysis</span></div>")
llm_ranking("<div class='tech-node'><img src='/icons/tech/openai.svg' /><span>Opportunity Scoring</span></div>")
end
subgraph presentation ["Dashboard"]
direction TB
web_ui("<div class='tech-node'><img src='/icons/tech/nextjs.svg' /><span>Intelligence UI</span></div>")
end
crawler --> raw_storage
sp_api --> raw_storage
raw_storage --> processing
processing --> computed_db
processing --> llm_ranking
computed_db --> web_ui
llm_ranking --> web_ui
Amazon Opportunity Scanner
Autonomous intelligence platform for identifying market gaps on Amazon.
Description
This system combines web scraping (Playwright/Selenium) with official Amazon SP-API data to build a comprehensive market snapshot. Data is processed through a Python-based ML pipeline (Pandas/Scikit-learn) to identify low-competition, high-demand product opportunities. Final rankings are enhanced by LLM-based sentiment analysis of competitor reviews.
Tech Stack
| Component | Technology |
|---|---|
| Ingestion | Playwright, Selenium, Amazon SP-API |
| Analysis | Python, Pandas, Scikit-learn |
| AI | OpenAI (GPT-4) for Semantic Analysis |
| Database | PostgreSQL |
| Frontend | Next.js, Tailwind CSS |
Cloud Cost Estimator
Dynamic Pricing Calculator
$0 / month
MVP (1x) Startup (5x) Growth (20x) Scale (100x)
MVP Level
Compute Resources
$ 15
Database Storage
$ 25
Load Balancer
$ 10
CDN / Bandwidth
$ 5
* Estimates vary by provider & region