AI agent readiness · Shopify

Can AI agents read your Shopify store?

ChatGPT, Claude, Gemini and Perplexity are already recommending products — but only the ones they can read. Sichta checks your Shopify store and shows exactly what's missing.

26 deterministic checks · a 10-question answerability score · no visibility promises — just facts
0
Example Store27 products · example scan
Scanning…
UCP manifestPass
Product JSON-LDPass
Answerability 7/10Warn
Shipping policyFail
Checked against
  • UCP manifest
  • llms.txt
  • schema.org
  • robots.txt
  • Shopify Admin API

The shift

The channel is already live.

AI-driven traffic and orders to Shopify stores, year over year
75%
of AI-attributed purchases fall outside the top 100 product categories
Default-on
UCP is active on every Shopify store

Agentic commerce is live. The only question is whether your data is legible.

Figures as of September 2026.

How it works

Scan, see, fix — no code required.

Scan

One click. Sichta reads your storefront and catalog the way an agent does — manifest, llms.txt, structured data, product attributes, policies.

See

A 0–100 score across four pillars and 26 checks — each pass, warn or fail — plus an answerability score: how many of the ten questions a buyer asks an agent your products can actually answer.

Fix

Follow the guided fixes or let Sichta handle it — one-click alt text and structured-data embed, every change reversible, auto-maintained llms.txt and agents.md on Starter and up, alerts when new products ship with gaps.

The four pillars

Twenty-six checks across the four things an agent needs.

  • Agent plumbing

    UCP manifest, llms.txt, robots.txt access for AI crawlers, sitemap, soft-404 handling — the basic contract between your store and any agent.

  • Structured data

    Product schema that is present, complete, and consistent with what the page actually says. Mismatched prices are how agents lose trust in a store.

  • Catalog completeness

    Categories, attributes, descriptions, alt text, identifiers — empty fields are invisible products.

  • Buyer policies

    Shipping, returns, contact, language and currency clarity. Agents check them before recommending; missing or contradictory policies are silent disqualifiers.

Beyond the score

Everything you need to be legible to agents.

Not just a number — the tools to see what agents see, fix it safely, and watch it hold.

Answerability score

Ten questions a buyer puts to an AI agent — does it ship to me, what's the return window, is it in stock, what's it made of. Sichta measures how many each product can answer, and your store average.

Agent View

See a product page the way an agent parses it: the exact fields it extracts, and the ones it simply can't find.

AI snapshots

Ask ChatGPT, Claude, Gemini and more what they say about your store — on a schedule — and see, snapshot by snapshot, whether the answer changed. Observations, not rankings.

Reversible one-click fixes

Apply alt text and a structured-data embed through Shopify's own APIs. Every fix is journaled, re-verified on the next scan, and undoable for 30 days.

llms.txt + agents.md — verified, not just present

Shopify now serves a default llms.txt and agents.md for every store. Sichta checks that yours resolve on your domain, are not thin, and match your live catalog — and generates a richer version free, auto-maintained on Starter and above.

Monitoring & reports

New and updated products are checked on publish, so you're alerted before a gap goes live — and an agency on a retainer can hand that client a printable white-label report.

Pricing

The full scan is free. Forever.

Every check and the answerability score, on every Shopify plan. Paid tiers add automation, monitoring, AI snapshots and agency tools.

Free
$0
Audit your store, in full.
  • Full 26-check scan + answerability score
  • Weekly re-scan
  • llms.txt + agents.md generation
  • One AI snapshot (3 questions, one engine)
  • Full catalog gap table + schema embed — every check visible
  • Up to 500 products — 3-product answerability sample
Scan my store
Starter
$19/mo
$182/yr
Automate the basics.
  • Everything in Free
  • Daily re-scan when you open the app
  • One-click fixes with undo
  • CSV export + auto-maintained llms.txt/agents.md
  • Monthly AI snapshots · 6 questions, all engines
  • Up to 4,000 — 12-product sample
Get started
Recommended for live catalogs
Pro
$49/mo
$470/yr
Monitoring for a live catalog.
  • Everything in Starter
  • New-product monitoring + change alerts
  • Weekly AI snapshots · 15 questions
  • Printable client report
Get started
Agency
$149/mo
$1,430/yr
One subscription per client store.
  • Everything in Pro
  • White-label printable report with your logo
  • 40 snapshot questions
  • Up to 10,000 products
Get started

All paid plans include one 14-day free trial (once per store) — save 20% billed yearly — cancel any time, prorated

Prices in US dollars, charged on your Shopify bill.

FAQ

The honest answers.

Does Sichta improve my ranking in ChatGPT?
We don't promise rankings — nobody honestly can. Sichta verifies that your store meets the technical requirements agents need to read, understand and transact with it. What agents do with legible data is up to them; illegible data guarantees you're not in the conversation.
What is the answerability score?
The ten questions a buyer typically asks an agent before purchasing — shipping, returns, stock, materials, sizing and so on. Sichta checks each sampled product against all ten and reports how many it can answer, per product and on average — a direct measure of whether an agent could complete the sale.
What are llms.txt and agents.md?
Plain-text and Markdown indexes that tell AI systems what your store offers — products, collections, policies. Sichta checks that yours resolve, are not thin, and match your live catalog — and generates a richer version free, auto-maintained on Starter and above.
Do I need to touch code?
No. Scanning is read-only. The optional fixes (alt text, structured-data embed) are applied through Shopify's own APIs, can be reviewed first, and can be undone for 30 days. Publishing a generated llms.txt or agents.md means pasting it into your own theme file.
Does it work on my plan?
Yes — every Shopify plan. Shopify enables UCP on stores by default, so there is nothing to install for it. Password-protected storefronts are marked blocked, not scored, until you save the password under Settings → Preview mode.
Is my data safe?
Sichta reads product and shop data only, stores no customer data, and deletes everything on uninstall. Your app data is hosted in the EU (Frankfurt); opt-in AI snapshots send only your store name, domain and a generic question to US-based AI models under Standard Contractual Clauses — never customer data.
Does Sichta work with Shopify Sidekick?
Yes. Sichta ships a Sidekick app extension: ask Sidekick “can AI agents read my store?” or “what is failing in my readiness scan?” and it answers from Sichta's latest scan — score, failing checks and fix guidance. Running a new scan stays in the app.
Who is Sichta not for?
Headless or custom storefronts get partial value: the theme app-embed and Shopify's native /llms.txt, /agents.md and /.well-known/ucp all belong to the Online Store front end. The scanner itself is not Liquid-specific — it fetches your storefront over HTTP and parses the HTML — but if there is no Online Store front end to fetch, most of what Sichta checks has nothing to attach to.
Shopify already serves llms.txt, agents.md and a UCP manifest. Why do I need Sichta?
Because "served" is not the same as "correct." Shopify's defaults are generic — they don't reflect your actual catalog, policies or product data. Sichta checks that your llms.txt and agents.md resolve, aren't thin placeholders, and match what you actually sell; runs a 26-check readiness score across structured data, catalog completeness and buyer policies; and generates a richer version free, keeping it current as your catalog changes on Starter and above.

One scan from now, you'll know.

Run the free scan and see exactly how ready your store is for AI shopping agents.

Scan my store — free