No big team, no finished playbook, no polished success story.
Real B2B AI website case study
Built by a Non-Programmer
Build B2B Export Websites With AI, SEO, and Automation
Follow my journey building jjradiator.com, a real automotive parts export website with 15,000+ product records, AI workflows, Search Console tracking, and inquiry-focused SEO.
15,000+ product records
Live export website
Search Console tracking
AI + SEO workflow
Products
15,000+
Raw product records for the project
Clicks
69
+68.3% · was 41 on Jul 1
Impressions
2,378
+259.8% · was 661 on Jul 1
CTR
2.9%
was 6.2% · more queries, lower CTR
Avg position
21.1
was 26.5 · position improved
Offer starts
$99
Website review & strategy call
Latest snapshot: July 22, 2026. Previous baseline: July 1, 2026 (41 clicks, 661 impressions, 6.2% CTR, avg position 26.5). See full dashboard →
Latest snapshot - July 22, 2026
69 clicks, 2,378 impressions, 2.9% CTR, and average position 21.1.
Public build log
Follow the numbers, not just the story.
The reason to follow this project is simple: I publish the real build process behind a B2B export website, including the product-data work, Search Console evidence, mistakes, and monthly progress notes.
AI workflows, SEO checks, public pages, and a visible Work With Me path.
Impressions grew 260% in 3 weeks. Next: monitor which queries and pages are driving clicks, and whether CTR stabilizes.
What this site does
A public case study first, an AI blog second.
The goal is not to review every AI tool. The goal is to show how AI, product data, SEO, and automation can turn into a working B2B export website.
AI Export Lab
Read the build log behind jjradiator.com: product structure, SEO decisions, product-data workflows, inquiry thinking, and mistakes along the way.
Read the build logJJRadiator Public Dashboard
Follow the public evidence: product records, published build-log pages, Search Console screenshots, and dated progress notes.
View the dashboardWebsite Review & Strategy Call
For small B2B exporters who want a second pair of eyes on their website, product SEO, AI workflow, or lead-generation path.
See review optionsAI Work Starter Kit
Get the free PDF by email and join the early list for future updates, templates, and the paid workbook.
Get the free PDF
Why this is different
The asset is the real export project, not the blog itself.
Build With Less AI exists to make the work visible: the website structure, product data, SEO checks, automation decisions, and monthly results from a live B2B project.
- Real project: jjradiator.com is a live auto parts export website.
- Real data: Search Console screenshots, product counts, and dated build notes are part of the content plan.
- Real operator: The writing comes from a licensed TCM practitioner with no coding background who is building and checking the project in public.
- Honest timeline: Slow months and failed experiments stay in the record.
From proof to offer
When the case study matches your problem, book a practical review.
If you are building a small B2B export site, start with the free checklist and public data. When you need help choosing what to fix first, use the Work With Me page for a direct review or strategy call.
Join the list
Follow the B2B AI website experiment by email.
Get the free AI Work Starter Kit by email and stay on the early list for future build notes, templates, and the paid workbook.