How to Automate B2B RFQ Responses Using AI (Without Hiring Sales Reps)
Auto-matching OE numbers, generating quotes, and replying to buyer inquiries with AI. Built and running on jjradiator.com with 112 customers.
AI Export Lab
A public build log for a real AI-assisted export website.
A public record of building jjradiator.com with AI: site structure, SEO content, product data, Search Console results, inquiry workflows, and mistakes along the way.
Articles
Read the build log as a sequence.
The first articles are not theory. They explain what happened while using AI to build, publish, verify, and improve the site.
How to Translate 10,000+ Product Pages into English Using AI (and Make Them SEO-Ready)
Batch AI translation pipeline that turned a Chinese catalog into 15,000 Google-indexed English pages. Why Google Translate fails.
How to Automate B2B Lead Collection and Follow-up Using AI
Capture leads from multiple channels, sort them with AI, and run human-reviewed follow-up sequences. Designed for one person.
How to Monitor Stock Market Prices with AI and Get Alerts on Your Phone
An AI script that watches A-share bank stocks and Shanghai Gold, then pushes an alert. Same pattern for exchange rates and commodity prices.
How I Extracted 6000 Product Images for $5 Using Doubao Vision Pro
From 3 data entry companies quoting $500 to $1400 down to $5. Batch image naming, visual verification, and the real handwriting error rate.
Volcengine Ark Agent Plan Review: ¥49 for 1M Tokens (3 Months of Coding)
1 million tokens for ¥49. Is it worth it? Real usage numbers, where it beats DeepSeek, and where the plan actively hurts you.
How I Turned a 600-Page PDF into a Product Database for Under Ten Dollars
A paid OCR service quoted me $180 for 40 pages. I used two AI APIs for $8 total. Here is what the service got wrong that AI got right.
How to Give DeepSeek Eyes: Vision API Hookup in 10 Minutes
DeepSeek does not have a vision endpoint. I built one that hooks into a separate vision API. The full wiring and what it costs.
Claude Code + DeepSeek: The Manager-Worker Pattern That Cut My API Bill by 93%
Same 40-page catalog: all Claude = ¥28. Claude as manager, DeepSeek as worker = ¥2. The exact prompt and pattern.
How I Built a 15,000+ Product Database for Under `$1 Using Claude and DeepSeek
Turning a 500-page PDF catalog into a structured product database with AI. Real costs, real limitations, real results.
I'm a Chinese Medicine Doctor, Not a Programmer. AI Helped Me Build an Export Website in One Month.
How I used AI tools after work to help an export company launch an independent website, set up basic SEO, and get indexed by Google.
JJRadiator Month 1 Report: First 10 Days of Google Search Console Data for an AI-Built Export Site
41 clicks, 661 impressions, 6.2% CTR. The numbers are small — that is why I am publishing them. A real baseline for a 15,000-page AI-built B2B site.
The `$1 Tech Stack: How I Connected Claude and DeepSeek APIs for Massive Data Extraction
The exact setup, the working Python script AI wrote for me, and what broke during 500 pages of processing. No coding required.
The Exact Prompts I Used to Force Claude into Outputting Error-Free JSON Product Data
5 prompt rules that stopped the JSON crashes, each born from a specific failure. Copy-paste templates included.
Claude vs DeepSeek API: Which One is Smarter (and Cheaper) for B2B Data Extraction?
50-page controlled test. Claude is 20x more expensive but only marginally better on clean pages. The hybrid approach costs $3.
Why Standard OCR Fails on 500-page PDF Catalogs (And How I Solved It with AI Vision)
Standard OCR turns multi-column B2B supplier catalogs into garbage data. How AI vision reads pages like a human, and why it works for under $1.
How I Used AI and TypeScript to Cut a 500-Page PDF Catalog into 4,000 Product Images
A workflow for cropping thousands of product images from a PDF catalog, naming files by product code, and adding watermarks in batch.
Why a TCM Practitioner Approaches AI Automation Differently: The Holistic Workflow
The diagnostic method I was trained in — find the root cause, not the loudest symptom — is the same method that made the PDF pipeline actually work.
From Zero to First Inquiries: A Transparent Look at My AI-Built Store's Conversion Funnel
41 clicks, zero inquiries so far. Here is the funnel I built before the traffic arrived, and what I will change when the data proves me wrong.
Codex, Claude, and DeepSeek: How I Actually Use AI Tools from China
My real tool split: Codex for execution, Claude with DeepSeek for low-cost document work, and DeepSeek for fast rough drafts.
When Ordinary People Get AI, Ideas Grow Wings
Why AI feels like a tool moment for non-programmers, and how it helps thoughts become real pages, files, and verified work.
AI Can Make You Less Confident, and That May Be Good
The other side of AI: it turns big ideas into real work, shows what already exists, and replaces blind confidence with a wider view.
How I Verified Build With Less AI in Google Search Console
HTML file verification, sitemap submission, old TCM redirects, and the filename mistake that slowed me down.
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