Shelfglance

Scan report

truecitrus.com

F
27 / 100

1 issue will keep AI assistants from recommending your products accurately.

Platform detected: shopify · 1 blocking · 2 worth fixing · 4 of 7 clear

Higher than 2% of the 10,110 Shopify stores we have scanned; the median store scores 74.

What the scan found

FAIL Product structured data

Your Product structured data is built by JavaScript at runtime, so it is absent from the HTML that crawlers receive. Anything reading the page itself sees no price.

Fix: Render the Product JSON-LD server-side, in the initial HTML, instead of injecting it with JavaScript. How to fix this on Shopify

Checked on this product page

CHECK llms.txt

No llms.txt found. This is an emerging, not yet widely honoured convention.

Fix: Optional. Publish /llms.txt summarising your catalogue and key pages. How to fix this on Shopify
CHECK Page metadata

Missing og:image on the homepage.

Fix: Add og:image. How to fix this on Shopify
Title
Citrus Drink Mixes and Salt-Free Seasonings | True Citrus
Description
True Lemon and True Lime Drink Mixes and salt-free Seasoning Blends are made with simple and clean ingredients to add real, fresh-squeezed citrus taste to your every day. Read more!
PASS AI shopping crawler access

All 12 major AI crawlers can reach your product pages, and your robots.txt sets 118 rules across 7 user-agent groups.

PASS Content readable without JavaScript

Product page returns 13,765 characters of text in the raw HTML.

Checked on this product page

PASS XML sitemap

A valid XML sitemap is reachable, listing 428 URLs.

PASS What your agent endpoint serves

Your store answered an agent query and returned 10 products, all with a price and a category.

Checked on this product page

Now the other half

The scan above tells you what AI assistants are able to read. It cannot tell you whether any of them sent you a buyer. Shopify records the referring site for every order, but nothing in the admin separates ChatGPT and Perplexity from ordinary referral traffic, so that number stays invisible.

Shelfglance for Shopify reads the referrer Shopify already stores against each order and reports it plainly. No tracking script, no theme edits, and it reads no customer names, emails, phone numbers or addresses.

Free
Last 7 days, totals and revenue share. No card.
Pro, $19 a month
60 days, breakdown by assistant, and the orders themselves. 7-day free trial.
Recorded history
Shopify grants apps 60 days; the app records each day as it passes
Install Shelfglance on my store

Installs on any Shopify store. The free plan needs no card, and the dashboard runs on sample data if you would rather look first.

Get told when this changes

AI crawlers re-read your store constantly, and a theme update can silently undo any of the fixes above. Leave an email and we will re-run this scan monthly and tell you only if something breaks.

One email a month at most, only when something changes, plus that one re-scan result if you tick the box. No newsletter, and every email carries a one-click link to stop them.

Or have it checked every morning

A month is a long time for a store to be unreadable, and nothing here announces itself: a theme update or an app can undo any of the fixes above the same day it ships. The daily watch re-scans truecitrus.com every morning and emails you only when a result actually changes.

Watch truecitrus.com daily · $29 a month

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