Is olly.com ready for AI agents?
33%
Readiness
3/9
Verified
Shopify
Platform
Not agent-ready
olly.com has 3 of 9 readable agent standards in place; missing Webmcp, A2a, Anp, Ap2, Openapi, Wikidata.
Assessment
3 of 9 readable agent-readiness checks verified. Detected platform: Shopify. 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 "OLLY PBC"Not found
.well-known files
.well-known/mcp.jsonnot found404
Mcp Well Known Altnot found404
/mcp endpointnot found404
Ai Plugin Legacynot found404
.well-known/agent.jsonnot found404
.well-known/agent-card.jsonnot found404
Anp Didnot found404
Openapi Well Knownnot found404
Openapi Rootnot found404
Openapi Apinot found404
Ucp Well Knownnot found404
Ap2 Well Knownnot found404
Llms Txt33544 bytes200
Llms Full Txt38425 bytes200
robots.txt3638 bytes200
sitemap.xml942 bytes200
AI crawler audit
20 of 20 AI user-agents reached the homepage.
What the agent sees vs what you wrote
Energy Mochi Bites
your listing - ranked #1 across all Shopify merchants
2 of the 13 details AI agents tell shoppers about this product are not on your product page, for example "Low sugar per serving: Supports healthy lifestyle and blood sugar...". Check your page has them.
Your own description (Shopify reads this to build some of the details below):
A tasty bite that supports healthy brain function and cellular energy? We'll take two. These chewy, caffeine-free Japanese-inspired mochi supplements are just the thing to help power your day, without the caffeine jitters.* Meet Mochi, the first of their kind premium supplement for cellular...
What AI agents tell shoppers about this product (Shopify writes these, not you):
tech specsfrom your description
Agents see: Serving Size: 2 bites; Sugar: 1 g per 2 bites; Form: Chewable supplement; Flavors: Peach, green tea, natural flavors; Key Ingredients: Mochi, B12, B6, CoQ10, natural sweeteners; Certifications: Gluten-free, vegan, non-GMO
Taken from your own copy: "*† They have only 1 g of sugar per 2 bites and are gluten free, certified vegan and formulated with naturally-sourced sweeteners and no synt..."
top featurespartly in your copy
Agents see: Caffeine-free formula: Provides energy without jitters or disrupted sleep; Low sugar per serving: Supports healthy lifestyle and blood sugar management; Gluten-free and vegan: Suitable for a wide range of dietary needs ...
Check if your product page has these:
• Low sugar per serving: Supports healthy lifestyle and blood sugar management
• Gluten-free and vegan: Suitable for a wide range of dietary needs
The other 3 details match what you wrote.
• Low sugar per serving: Supports healthy lifestyle and blood sugar management
• Gluten-free and vegan: Suitable for a wide range of dietary needs
The other 3 details match what you wrote.
unique selling pointsfrom your description
Agents see: First-of-its-kind mochi supplement delivering cellular energy and brain support without caffeine or artificial additives.
Taken from your own copy: "Meet Mochi, the first of their kind premium supplement for cellular energy"
conditionfrom your page
Agents see: new
Taken from your product page.
Balanced Perimeno
your listing - ranked #1 across all Shopify merchants
All 13 details AI agents see about this product come from your own copy.
Your own description (Shopify reads this to build some of the details below):
Perimenopause is a natural phase of life that can feel anything but normal. Estrogen levels are up, down & all around—leaving hot flashes, night sweats and mood & metabolism changes in their wake. Enter: Balanced Perimeno, designed to help you feel more balanced during this era of life.* 30...
What AI agents tell shoppers about this product (Shopify writes these, not you):
tech specsfrom your page
Agents see: Form: Capsules; Count: 30 capsules per bottle; Supply Duration: 30 days; Key Ingredients: Fenugreek extract, chromium; Dietary Preferences: Vegan, vegetarian, sugar-free, soy-free, no artificial colors, no artificial flavors ...
Taken from your product page: "These once-daily, hormone-free supplements are expertly formulated with Fenugreek Extract and Chromium to support hormonal balance, mood & m..."
top featuresfrom your page
Agents see: Contains clinically studied fenugreek extract to support healthy estrogen balance and help manage hot flashes and night sweats; Includes chromium to help maintain healthy metabolism and lean body mass during perimenopause ...
Taken from your product page: "The formula contains Fenugreek Extract, which supports healthy estrogen balance and helps manage hot flashes and night sweats, and Chromium,..."
unique selling pointsfrom your page
Agents see: Combines clinically studied fenugreek extract and chromium in a vegan, hormone-free, easy-to-swallow capsule for comprehensive perimenopause support.
Taken from your product page: "These once-daily, hormone-free supplements are expertly formulated with Fenugreek Extract and Chromium to support hormonal balance, mood & m..."
conditionfrom your page
Agents see: new
Taken from your product page.
Muscle Recovery Sleep
the closest match in the Global Catalog ranks #2 across all Shopify merchants
12 of the 13 details AI agents tell shoppers about this product are not on your product page, for example "Form: Capsules". Check your page has them.
Your own description (Shopify reads this to build some of the details below):
Kicked things up a notch? These little bedtime buddies help you sleep soundly while supporting those tired muscles.* There, that’s better. 40 count Berry Rested flavored with other natural flavors A blend of Melatonin, Tart Cherry Extract & Vitamin D
What AI agents tell shoppers about this product (Shopify writes these, not you):
optionsfrom your description
You wrote: Title
Agents see: Delivery frequency
tech specsnot on your page
Agents see: Form: Capsules; Unit Count: 90 capsules; Primary Supplement Type: Magnesium; Mineral Compound Form: Glycinate; Flavor: Unflavored; Allergen Information: None
Check if your product page has these details.
top featuresnot on your page
Agents see: Highly bioavailable magnesium glycinate: Supports muscle relaxation and reduces cramps without causing stomach distress; Blend of 8 natural ingredients: Provides targeted relief for muscle tension and supports healthy sleep patterns ...
Check if your product page has these details.
unique selling pointsnot on your page
Agents see: Combines highly bioavailable magnesium glycinate with a blend of herbs and amino acids to target muscle cramps and improve sleep quality.
Check if your product page has this.
conditionfrom your page
Agents see: new
Taken from your product page.
This is Shopify's Global Catalog - the index AI shopping agents read, not your live page. Price and stock update in real time; other fields lag a re-ingest. The inferred fields above come from Shopify's pipeline and cannot be edited or overridden directly - you only influence them by improving your source product data.
What this means for olly.com
On olly.com (Shopify), 3 of 9 readable agent standards are in place: Mcp, Ucp, Llms Txt. Missing: Webmcp, A2a, Anp, Ap2, Openapi, Wikidata.
Without JavaScript, your brand name does not appear in the raw HTML, so crawlers that do not run JS see an empty shell.
olly.com scores higher than 45% of the 127 sites checked here so far; the average readiness score is 24/100.
Make olly.com agent-ready on Shopify
olly.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 olly.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 checkAgent readiness on Shopify
We have checked 73 other sites on Shopify. The Shopify hub aggregates protocol verification rates and average readiness scores across every Shopify site checked here.