Case study · mishbio.us

A real WooCommerce store: 77 → 96

We ran our free plugin on mishbio.us, a live WooCommerce store selling skincare in the US, fixed what it found, and ran it again. Disclosure: mishbio.us belongs to the owner of LeyMish Labs, and our agents run it as a partner store. That's why we could make the changes, and it's why we're telling you.

Before
77/100
After
96/100
Products
23
Plugin
Free

What the audit found

The store looked fine to a shopper. The problems were all invisible from the front end:

  1. An invisible character before every page. A theme file had been saved as "UTF-8 with BOM", so three bytes went out before every response, including the Store API's JSON. Browsers ignore them; strict JSON parsers, which AI agents and feed tools use, reject the response. The Store API check scored 0/5. (It also exposed a bug in our own plugin, which said "Fail: HTTP 200" and blamed a security plugin. Version 1.0.1 now names the BOM and says how to find the file.)
  2. No product identifiers and no brand on any product. 24 of 24 products had no GTIN or MPN and no brand. Product data scored 28.3/40; AI shopping agents and Google's product listings skip products they can't identify.
  3. Structured data without SKU or MPN. The theme's Product JSON-LD was otherwise good (price, stock, return policy, shipping). JSON-LD scored 9/12.
  4. GPTBot got HTTP 429 from the host's CDN while browsers and the other AI crawlers got through (10.5/12).

What we changed

Before and after, check by check

Check Before After
Product data completeness 28.3 / 40 39.8/40 (23 products, 99% complete; 1 product without attributes)
Store is live to the public 5 / 5 5/5
robots.txt allows AI shopping crawlers 12 / 12 12/12
AI bots not blocked by a firewall or CDN 10.5 / 12 10.5/12 (GPTBot HTTP 429 from Hostinger CDN)
Product structured data (JSON-LD) 9 / 12 12/12 (identifier and brand present)
Name and price readable without JavaScript 5 / 5 5/5
WooCommerce Store API reachable 0 / 5 5/5 (BOM removed)
llms.txt present 4 / 4 4/4
Guest checkout enabled 3 / 3 3/3
UCP profile at /.well-known/ucp 0 / 2 0/2
Total 77 96

Before: 2026-09-27T04:22:00Z. After: 2026-09-27T07:32:00Z, read from the plugin's own audit screen.

What's still not fixed, and why

What it took

About an hour of work, most of it adding identifiers to 23 products (Pro's bulk editor does that in one table). The audit itself takes under a minute and runs entirely on the store: nothing is sent anywhere.

The plugin's audit screen: score and fix list (demo store in our test suite, not mishbio.us)

The screenshot is from the demo store in our test suite, so you can see what the screen looks like; the mishbio.us numbers above come from its own audit screen.

Run it on your store: download the free plugin · what Pro adds

Is your WooCommerce store readable by AI shopping agents?

The free LeyMish AI Shopping Readiness plugin gives you a 0–100 score and a fix list, and runs entirely on your site.

Download the free plugin See Pro