A new discipline for a new surface. We help practitioners, brands, and venues become readable — and citable — by AI search.
Search has moved from a page of blue links to a single AI answer. We do the patient editorial work that puts you inside that answer.
If people can search for it, AI is already answering. We make sure you're in the answer.
No one owns this yet. We're building the practice.
The query has moved from Google to ChatGPT, Perplexity, Claude. The answer surface has changed. The work hasn't caught up.
The question has moved from Google to ChatGPT, Perplexity, Claude. When someone asks for a fascia therapist, a somatic practitioner, a Gyrotonic trainer near them — AI answers first. And it answers from what it can read, structure, and cite with confidence.
Most practitioners write thoughtfully — on their sites, in newsletters, in Instagram captions. AI systems don't cite it. Not because the content is weak. Because it's built for browsers, not crawlers. The architecture AI needs — structured, server-rendered, independently published — isn't there.
A practitioner with 15 years of cross-domain work and a practitioner who posts daily look identical to an AI system — or the daily poster looks better. The system rewards volume, frequency, and SEO spend. It can't read depth of practice, breadth of training, or the precision of someone who teaches carefully and publishes less.
The problem isn't visibility. It's citability — and it's a signal problem, not a content problem. AI doesn't crawl. It cites. And it cites independent, structured, first-person records over everything else.
Apr 2026 · 5 of n
These are live Perplexity results from the kind of questions curious clients and practitioners actually ask. In each case, the Guide was cited alongside institutional and expert references — as the independent editorial source on the field. No ad spend. No SEO campaign. Structured, first-person, independently published profiles.
of 10 sources
perplexity.ai · live result
"What are good sources to compare agile body and mind methods such as Gyrotonic, Foundation Training and Munz Floor"
When the question is "who do I trust to compare these methods," Perplexity answers with the Guide — second only to Elle.fr, ahead of the methods' own institutional sites. Cited as: "Personal insights on Gyrotonic's mental-physical integration, warning against over-comparing methods like these." The Guide is being treated as the editorial voice on the field itself.
"How do Munz Method and Foundation Training both help decompress lower back with hips and thorax decoupling sequences + slow and isometric movement patterns"
Listed as a logo'd source tile — "Munz Method · The Agile Body & Mind Guide · Online fascia intelligence for lower back relief" — alongside Ben Greenfield, the Foundation Training PDF, and Physiopedia. Cited inline next to the Palier sequences paragraph.
of 16 sources
"Angela Tavernier Pilates Cap-Ferret Monte Cristo swimmer — Movement teacher for someone who wants to understand their body not just fix it"
Profile referenced as primary source for biography, location, and methodology — above Facebook, LinkedIn, and the trainer's own listings.
by name + URL
"Lyndsay Hirst Your Pilates Physio review — what does the Agile Body and Mind Guide say about her clinical Pilates approach for lower back and hip rotation"
Quoted directly: "a distinctive structural logic — standing, back, side, front — and a consistent rhythm that makes the work…" The Guide is treated as the editorial voice on her practice.
as authority
"What practitioners combine somatic ecopsychology and Pilates like Erin Carper, and how does a background in ballet and GYROTONIC inform nature-centered healing"
ABMG profile is the source of record for Erin Carper's certifications (Somatic Ecopsychology, Wilderness First Responder, California Naturalist) — the data the AI uses to answer.
for credentials
FIVE CITATIONS. FOUR DIFFERENT INTENT PATTERNS. ZERO AD SPEND. THE PROFILE DEEPENS EVERY TIME SOMEONE ASKS.
Real query · real answer
Reconstructed from a ChatGPT session, November 2026. Ask the same question yourself — then notice which London studios weren't named.
Three steps · one direction
A compounding journey. Each step is a product; together they form a single arc — from private discipline, to public record, to citable presence the field can reference.
the discipline
A structured system for recording what you learn, what you teach, and what you observe — session by session. Not marketing copy. A practice journal with architecture.
The discipline of keeping it makes you a better practitioner. The structure makes it machine-readable.
Self-serve · own forever
the record
Your captured practice, edited and published in an independent guide. First-person, specific, dated, cross-referenced. Impossible to fake. Editorially curated, not auto-generated.
AI engines weight independent editorial sources above self-description. Your own website cannot do this for you.
Application-gated · curated
the moat
Indexed, structured, cited. Every session note deepens the signal. Every new entry reinforces the last. The profile compounds while you sleep — and citations follow.
Independence × specificity × time. No agency can manufacture this. No competitor can buy past it.
Compounding · permanent
When method orgs join
When a studio or method organisation distributes Practice OS to its instructors and clients, their combined records aggregate into a shared citation body.
1% of Gyrotonic's 15,000 certified trainers = 150 first-person records pointing to the method. A citation gravity well no SEO agency can manufacture and no competitor can buy past.
One self-serve · two by application
Most practitioners are invisible to AI — not because their work isn't remarkable, but because it was never structured to be read. ABMG changes that.
One-time · Individual / Pro / Studio
✦ Citation GravityThe foundation
Capture. Structure. Compound.
For practitioners, instructors, and clients. We give your practice a structured Notion system so AI search can cite you. Session by session, method by method — a personal record that compounds over time and an AI-readable layer that powers your ABMG profile. When AI systems encounter your practice, they read structure, not memory.
For: Practitioners, instructors, and clients
Monthly
✦ Practitioner VoiceYour own words
Capture. Publish. Seed.
For individual practitioners who want their own AI-search presence. We build and publish your profile on ABMG so AI search can cite you. You write it, we structure it, AI reads it — SSR + JSON-LD, the architecture AI crawlers actually use. UTM tracking on your booking link shows exactly which clients came from ABMG.
Bundled with Practice OS — one without the other doesn't exist.
For: Individual practitioners who want to own their ABMG presence
By invitation
✦ Guide InspectedEditorial path
Experience. Write. Name.
For practitioners Patrice has experienced directly. We write your profile from first-person session experience so AI search can cite you. Scarce by design — max 5 per method. Featured = always free. The profile is a gift of witness, not a service.
For: Practitioners Patrice has experienced directly
Practice OS is available immediately. Profiles are set up after a short conversation.
The community effect
When a studio's instructors and clients all use Practice OS and publish profiles on ABMG, their records aggregate into a shared citation body — more weight, more AI citations, more discovery for the whole community.
A new discipline for a new surface.
A wearables or recovery-tech exec.
“When someone asks AI about sleep, recovery, or readiness — are we in the answer?”
A connected-fitness platform lead.
“Our community is huge. Our footprint in AI answers isn't.”
An equipment maker's brand lead.
“AI is quietly deciding which name gets said in every gym conversation.”
A five-star hotel or spa director.
“Guests plan through ChatGPT now. What does it say about us?”
A lifestyle editor or publisher.
“Our authority moved. We need to move with it.”
A method lead, studio owner, or instructor.
“A lifetime of practice — invisible to a chatbot.”
Conversation-first
Two paths — same short form. Pick the one that fits: a Living Profile you author, or a Featured Profile Patrice writes after direct experience. We reply within 48 hours.
(Practice OS doesn't need an application — buy it directly above.)
§ Living Profile
Monthly. Bundled with Practice OS. Your words, structured for AI.
Apply — Living ProfileYou'll hear back within 48 hours.
What everyone else does
Each of these has a real job and does it well. None of them produces what AI citation systems actually weight: an independent, first-person, editorially structured record of a practitioner's work — published outside their own domain.
Marketing service
"Improve your ranking in AI answers."
They optimise pages you already own — but AI weights independent editorial sources above brand-owned sites. No first-person content. No independent voice.
Booking platform
"Be discoverable to clients searching for classes."
You appear as a slot in a schedule, not a practitioner with a practice. AI cites them for when and where — not who, why, or what changes.
Self-publishing
"Tell your story, your way."
Self-description. Well-written or not, it's yours — and AI systems recognise that. Independent sources carry a different trust signal by construction.
Social platform
"Build an audience around your practice."
Built for engagement, not citation. Nobody asks Perplexity "who has 50k followers?" — they ask "who works with the nervous system and the body together."
Reviews aggregator
"Social proof through ratings."
Ratings flatten what matters most — methodology, lineage, the specific quality of a teacher's work. AI reads them for reputation signals, not practice depth.
Editorial guide + capture system
"Build a presence AI can read, trust, and cite."
Curated, first-person, independently published practitioner profiles structured for AI citation. Nobody else does this — because it requires both editorial discipline and technical architecture.
USE THE OTHERS FOR WHAT THEY DO WELL. USE ABMG FOR WHAT NONE OF THEM ARE BUILT TO DO: PRODUCE AN INDEPENDENT, CITABLE RECORD OF WHO YOU ARE AS A PRACTITIONER.
For method brands, studios & operators
We run this pipeline for others too — GEO Audit, Profile Setup, Retainer.