AI systems · Etsy

Stop writing Etsy listings. Ship them on autopilot.

Custom AI listing pipelines, bulk rewrites, and workflows for established Etsy sellers doing $10K to $50K a month. Built and run by a senior engineer, not an agency.

Book a 20-min fit call Score a listing free
Built byPierre Besson, ex-Microsoft, Walmart, T-Mobile engineerVerify on LinkedIn
Dark academia wall art, AI listing pipeline output
Boho desert wall art, AI listing pipeline output
Lofi anime wall art, AI listing pipeline output
Japanese zen wall art, AI listing pipeline output
Four niches. Four product styles. Same pipeline, different shop voice.
$10K to $50K/mo on Etsy
Doing meaningful revenue. Stuck because listings are the bottleneck.
100+ active listings
Scale where AI starts to outperform any single human, including you.
You know what works
Already have winning products. Want a system, not a course.
How the pipeline works

4 hours per listing, by hand. Or 6 minutes, on autopilot.

The pipeline scores every listing, rewrites the worst performers in your voice, and ships them to Etsy. Here's what changes.

Without the system
52
4 hours per listing. Generic title.
Tags I picked from gut.
Same description copy-pasted.
Score: ~52/100.
Where most $10K/mo shops are stuck.
With the pipeline
84
Image gen, upscale, Printify upload,
AI-rewritten title and tags,
Etsy publish, attribute fix.
Avg score: 84/100. ~6 min/listing.
Trained on your shop. Your voice. Your products. Runs while you sleep.
Listings / month
20-50
Avg score lift
+30 pts
Time per listing
6 min
Build to live
14 days
What I build

Three ways I work with Etsy sellers.

Pricing visible. Scope explicit. You talk to me, the engineer who ships, not an account manager.

Most requested
01

AI Listing Pipeline

For shops with 100+ active listings.

Custom system that scores every listing nightly, rewrites the worst performers with AI in your voice, generates new listings from your designs, and pushes the wins to Etsy. Trained on your top performers. You own the code.

  • 2-week build, custom to your niche and voice
  • Image generation, upscale, Printify upload, Etsy publish, attribute fix
  • Weekly tuning during the first month, then monthly
  • Slack channel with me directly
Build
$5,000 to $8,000
Run
$1,500 to $2,500 / mo
Book a call
02

AI Listing Rewriter

For shops with existing listings that need a refresh.

One-time bulk optimization. Up to 100 listings rewritten with AI in your voice. Title, tags, and description re-engineered around current Etsy SEO patterns. Delivered as a CSV plus a side-by-side review doc, ready to push to your shop.

  • Up to 100 listings, delivered in 5 to 7 days
  • Trained on your top 10 performers so the voice stays yours
  • Side-by-side before/after review doc, you approve before push
  • 30-day support for tweaks
One-time
$3,000 to $5,000
Book a call
03

Custom AI Workflow

For sellers with a specific pain that an off-the-shelf product won't solve.

Bespoke build. Anything from AI customer service auto-responder, to AI-generated ad creative for Pinterest, to AI competitor monitoring with alerts. Scoped on a fit call. You get working code, hosted, with a handoff doc.

  • Discovery call to define scope and deliverable
  • Fixed-price project, no scope creep
  • Working code on your infra (Vercel, Cloudflare, your choice)
  • Optional retainer to keep iterating
Project
$8,000 to $15,000
Book a call
How an engagement runs

Four steps. No agency theater.

01
Discovery call (free, 20 min)
You tell me the shop, the goal, the bottleneck. I tell you whether this is a fit. If not, I tell you in the first five minutes.
02
Audit + scope (paid, 1 to 2 days)
I run my pipeline against your shop, score 25 listings, build the scope doc. You see exactly what you're paying for before kickoff.
03
Build (1 to 3 weeks)
I write the code. You review on Day 7. Ships when it works, not when a sprint ends.
04
Handoff + run
You get working code, docs, and a Slack channel with me. Optional monthly retainer if you want me running it.
Try the engine

Score one of your listings free.

The same scoring engine the pipeline runs on every listing, available free. Sign in, paste any Etsy listing URL, see exactly what an audit looks like.

The free tier scores 3 listings. The dashboard shows you exactly what to fix.
Try the free tool
No credit card. 3 free analyses.

This is one screen of a system I built for myself. Imagine it running across all your listings every night. Book a call and I'll show you what that looks like.

About

I'm Pierre. Solo engineer. I ship the code.

I shipped software at Microsoft, Walmart, and T-Mobile before going solo. Now I build custom AI systems for ecommerce operators. The pipelines, dashboards, and automations you'd be hiring an agency for, except I'm the one writing the code.

No account manager, no offshore team, no slide decks. You email me, I ship code. If your shop isn't a fit for the pipeline, I tell you on the first call and we both save time.

linkedin.com/in/pierrebesson1Book a fit call

FAQ.

Will AI listings get my shop in trouble with Etsy?+

No. Etsy explicitly allows AI assistance in listings. The pipeline keeps your voice and your product knowledge front and center. AI handles structure, you keep authorship. Every output is reviewable before it goes live on your shop.

I've tried ChatGPT, eRank, Sale Samurai, EverBee. Why is this different?+

Those are tools. This is a system. Tools save you minutes per listing. The pipeline runs while you sleep, ships dozens of optimized listings a week, learns from your shop's top performers, and keeps running without you. Different category.

What if my listings end up sounding generic?+

The system trains on your existing top performers. Your voice, your product knowledge, your style. AI does the structure, not the personality. You see every output before it ships.

$5K is a lot. Why not hire a $800/mo VA?+

A VA writes 20 listings a month. The pipeline ships 30 to 50, runs while you sleep, and 6 months in the VA cost equals the setup. This is infrastructure, not labor. Different math.

How do I know you can deliver?+

The audit phase is paid and short, $1,500. You see exactly what I'd build, with sample outputs scored against your existing listings, before committing to the full build. If you don't want to move forward, you keep the audit doc and we part ways. Most clients see the gap clearly enough by then to greenlight the build.

Will you work with my niche?+

If you're doing $10K+/mo on Etsy, your niche works. The system adapts to your niche, not the other way around. The audit phase calibrates the AI on your top performers, your category's best-converting patterns, and your shop's voice.

Book the call

20 minutes. I'll tell you if it's a fit.

Tell me about your shop. If we're a fit, kickoff is the same week. If not, I'll say so in the first five minutes. No pitch, no follow-up sequence.

One-time discovery email. No list, no spam.

Or email pierre@bessondesign.comLinkedIn