What does the agent readiness check test?

Real protocol probes of .well-known files (openapi.json, mcp.json, ai-plugin.json, security.txt), a live MCP initialize handshake, A2A agent-card validation, a 20-user-agent crawler audit, and a JS-parity check.

Is hellobubble.com ready for AI agents?

AI agent readiness report · platform: Shopify · checked 2026-08-26 · log in to re-run

33%

Readiness

3/9

Verified

Shopify

Platform

Not agent-ready

Mcp

Webmcp

A2a

Anp

Ucp

Ap2

Openapi

Llms Txt

Wikidata

0/20 AI crawlers reached the homepage20 blocked

Ranks above 43% of 23 sites checkedcorpus avg 25/100

Not agent-ready

hellobubble.com has 3 of 9 agent standards in place; missing Webmcp, A2a, Anp, Ap2, Openapi, Wikidata.

Assessment

3 of 9 agent-readiness checks verified. Detected platform: Shopify. 11 AI crawler(s) blocked at the edge despite robots.txt allowing them. See per-protocol drawers for evidence and fix-it files.

Per-protocol verdicts

McpShopify storefront MCP exposed via shop.app for ChatGPT/Gemini/Copilot - platform-managed, not site-hostedVerified

Webmcpno navigator.modelContext.register, <script type="webmcp">, or <link rel="modelcontext"> in HTMLNot found

A2ano /.well-known/agent.json or /.well-known/agent-card.jsonNot found

Anpno /.well-known/did.jsonNot found

UcpShopify rolled out UCP platform-wide March 2026 - your storefront inherits itVerified

Ap2no /.well-known/ap2.jsonNot found

Openapino /openapi.json, /api/openapi.json, or /.well-known/openapi.jsonNot found

Llms Txt/llms.txt present, 1 sectionsVerified

Wikidatano Wikidata match for "Bubble Skincare"Not found

.well-known files

.well-known/mcp.jsonnot found404

Mcp Well Known Altnot found404

/mcp endpointnot found403

Ai Plugin Legacynot found404

.well-known/agent.jsonnot found404

.well-known/agent-card.jsonnot found404

Anp Didnot found404

Openapi Well Knownnot found404

Openapi Rootnot found403

Openapi Apinot found403

Ucp Well Knownnot found404

Ap2 Well Knownnot found404

Llms Txt4308 bytes200

Llms Full Txt4313 bytes200

robots.txt5464 bytes200

sitemap.xmlnot found403

AI crawler audit

0 of 20 AI user-agents reached the homepage; 11 were blocked despite robots.txt allowing them.

OAI-SearchBotHTTP 403Blocked

ChatGPT-UserHTTP 403Blocked

anthropic-aiHTTP 403Blocked

Claude-UserHTTP 403Blocked

Claude-SearchBotHTTP 403Blocked

PerplexityBotHTTP 403Blocked

Perplexity-UserHTTP 403Blocked

BingbotHTTP 403Blocked

What this means for hellobubble.com

On hellobubble.com (Shopify), 3 of 9 agent standards are in place: Mcp, Ucp, Llms Txt. Missing: Webmcp, A2a, Anp, Ap2, Openapi, Wikidata.

Without JavaScript, your brand name still appears in the raw HTML, so crawlers that do not run JS can read it.

hellobubble.com scores higher than 43% of the 23 sites checked here so far; the average readiness score is 25/100.

Make hellobubble.com agent-ready on Shopify

hellobubble.com runs on Shopify, which does not expose MCP or an A2A card out of the box. Add them through an app or a headless route at /.well-known/mcp.json and /.well-known/agent.json, and confirm the theme renders brand content in the no-JavaScript HTML. Start with Webmcp.

Frequently asked questions

Are these real probes or AI guesses?

Real probes. We fetch the actual files, run a real MCP initialize handshake, and validate A2A cards against their schema. No model decides a verdict.

Does hellobubble.com need every standard to pass?

No. Start with the highest-impact gap above, then add the rest. Most sites win the most by shipping a working MCP endpoint and keeping the crawler path clean.

Check your own site free

Run the same protocol probes on any URL, then sign up free for the copy-paste fix-it files and the full 20-crawler audit.

Run a free check

Agent readiness on Shopify

We have checked 15 other sites on Shopify. The Shopify hub aggregates protocol verification rates and average readiness scores across every Shopify site checked here.

Is Shopify ready for AI agents?