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Moodwell · DiscoverabilityCross-layer system

Built to be found, by people and by agents.

Moodwell's site runs the same AI discoverability playbook I use for enterprise sites: a deep content architecture, a markdown twin for every page, llms.txt, and explicit content signals, so search engines and AI assistants can understand, cite, and recommend it.

Indexed URLs
184
Guides
82
Machine-readable
Markdown twins · llms.txt
AI signals
Search · AI input · AI training
The problem

A new product starts invisible

A new app has no brand recall and no backlinks. And more and more, people ask an AI assistant what to use before they ever open a search engine.

Discoverability had to be designed into the site from day one, not bolted on after launch.

By the numbers

The content architecture

What's in the sitemap, by section.

184

URLs in the sitemap

82

Practical guides

45

Pages in The Whole Picture

10

Use-case pages

What I built

Discoverability, feature by feature.

Content architecture

Layer, feature, integration, and use-case pages, plus 82 guides that answer the specific questions people search for.

The Whole Picture

An editorial hub of comparisons, tracking explainers, concepts, and a glossary, bylined to the coach personas and labeled as AI-generated.

Markdown twins

Every page has a clean markdown version at /index.html.md, so AI agents get the content without the layout.

llms.txt

A curated map of layers, features, use cases, and policies written for language models.

Content signals

robots.txt declares search, AI input, and AI training permissions explicitly with Content-Signal.

Structured data

Schema.org SoftwareApplication markup with a stable @id, so Moodwell resolves as one consistent entity across the web.

Product decisions

The calls that shaped it.

  1. 01

    Label AI-written content

    The Whole Picture articles are published as AI-generated and bylined to the coach personas. They're never passed off as human experts.

  2. 02

    Opt in to AI, explicitly

    robots.txt allows search, AI input, and AI training. For a new product, being part of the answer is worth more than staying out of the models.

  3. 03

    Hedged copy is precise copy

    Product pages state limits plainly (what's estimated, what costs credits, what isn't covered), which reads as trustworthy to people and as unambiguous to models.

  4. 04

    The same playbook as this site

    Markdown twins, llms.txt, and content negotiation are the same patterns running on andekian.com, applied to a consumer product.

AI

Where AI fits

AI is both an audience for the site and a disclosed contributor to it.

AI assistants

Read llms.txt and markdown twins to answer questions about Moodwell accurately.

Editorial

The Whole Picture articles are AI-generated and bylined to coach personas.

Always labeled as AI-generated.

Guardrails & limits

What it won't do.

  • Transparent authorship

    AI-generated articles say so, and their June to September 2026 dates are disclosed as organizational, not publish dates.

Keep exploring

More of the build.

Back to the overview
← Previous

AI & integrations

13 coach personas with identical permissions, a credit model, review-before-save, and read-only Health Connect.

Read the deep dive
Next →

Fitness

Set-by-set logging, weekly routines, and a strength index built entirely from your own log.

Read the deep dive
Product layer

Nutrition

Six capture methods, adaptive calorie targets, and meal planning on the shared weekly plan.

Read the deep dive
Product layer

Health

Medication, supplement, GLP-1, and peptide tracking, with a cited safety check that never fakes an all-clear.

Read the deep dive
Product layer

Mindfulness

One-minute check-ins, journaling, guided conversations, and 30 short wellbeing tools.

Read the deep dive
See it for yourself

Try Moodwell.

Android beta applications are open and the iOS waitlist is live. Plans are $9.99 a month or $99 a year, with a 7-day trial.

Building an AI product of your own, or bringing AI into an enterprise team?

Andekian

AI-first digital transformation for enterprise growth. Strategy and execution, under one operator.

© 2026 Stephen Andekian.

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