All Brand Reports
Health & WellnessScanned February 11, 2026
MyFitnessPal AI Agent Readiness
How well AI shopping agents like ChatGPT, Claude, and Perplexity can discover, understand, and recommend MyFitnessPal products.
35
Overall Score
D
Poor
#15
of 25 in Health & Wellness
#147
of 243 brands overall
Structured Data
5/ 30
AI Accessibility
21/ 25
MCP & Agent Readiness
1/ 33
vs. Health & Wellness Average
MyFitnessPal35/100
Health & Wellness Avg38/100
MyFitnessPal is 3 points below the industry average. Read the full Health & Wellness report.
Structured Data
5/30JSON-LD Structured Data0/5
No JSON-LD structured data found on the page.
Product Schema0/5
No Product schema found.
Product Schema Completeness0/5
No Product schema to evaluate.
Organization/Brand Schema0/3
No Organization or Brand schema found.
Breadcrumb Navigation0/2
No BreadcrumbList schema found.
FAQ Schema0/3
No FAQPage schema found.
OpenGraph Tags1/3
3/6 OpenGraph tags found: og:description, og:image, og:title.
Meta Description2/2
Meta description present (173 chars).
Title Tag2/2
Title tag present: "Calorie Tracker & BMR Calculator to Reach Your Goals | MyFitnessPal".
AI Accessibility
21/25robots.txt2/5
robots.txt blocks some AI crawlers: ChatGPT-User.
Content Without JavaScript5/5
Page has 9252 chars of text content accessible without JavaScript.
Response Time5/5
Fast response: 0.56s time-to-first-byte.
HTTPS3/3
Site is served over HTTPS.
Sitemap3/3
sitemap.xml found and valid.
Semantic HTML1/2
Some semantic tags found: section, footer.
Viewport Meta Tag2/2
Viewport meta tag present (mobile-responsive).
MCP & Agent Readiness
1/33MCP Server / Agent Card0/8
No MCP server, AI plugin manifest, or agent card detected.
API Documentation0/4
No public API documentation detected.
Product Feeds0/4
No product feeds (RSS, Atom, XML) detected.
E-commerce Platform1/2
E-commerce platform detected: Magento.
Structured API Access0/2
No public GraphQL or REST API endpoints detected.
Google UCP Profile0/3
No UCP profile found (/.well-known/ucp returned 403).
UCP Version0/1
No UCP profile to check version.
UCP Shopping Service0/2
No UCP profile — shopping service not declared.
UCP Transport Bindings0/1
No UCP profile — no transport bindings available.
UCP Capabilities0/3
No UCP profile — no capabilities declared.
UCP Payment Handlers0/1
No UCP profile — no payment handlers configured.
A2A Agent Card0/1
No Agent2Agent card at /.well-known/agent-card.json.
LLMs.txt0/1
No /llms.txt file found.
Top Recommendations
- 1.Add a .well-known/mcp.json or .well-known/ai-plugin.json manifest to enable AI agents to directly interact with your site's data and services.
- 2.Add JSON-LD structured data (Schema.org) to help AI agents understand your content. Start with Organization and Product schemas.
- 3.Add Product schema markup to your product pages so AI agents can understand your offerings, pricing, and availability.
- 4.Add a complete Product schema with name, description, price, availability, image, brand, and SKU.
- 5.Publish API documentation (OpenAPI/Swagger) so AI agents can programmatically access your product data.
Other Health & Wellness Brands
View full leaderboard →How Does Your Site Compare?
Run a free scan on your site. See how you stack up against MyFitnessPal and 243+ other brands. 15 seconds, no signup.
Want a detailed implementation plan? Complete Diagnosis ($49) includes prioritized fixes specific to your site.
Data from Pacestack AI Agent Readiness Scanner. Visit MyFitnessPal