AI Data Guide
The AI Data Landscape for Martial Arts Schools
Here is every data point AI looks for when evaluating a martial arts school, where that data actually lives, and what it can already find.
1What AI evaluates
How AI builds a recommendation
When an AI system decides which Martial Arts company to recommend, it assembles evidence across every category below. The more complete and verifiable the data, the more confident the recommendation.
10 data categories
01
Verified Operating Metrics
Martial arts schools rarely publish operational data in any structured format — most rely entirely on word-of-mouth and social media presence. When structured metrics are available, AI systems can evaluate a school on substance rather than marketing.
Active students
Total currently enrolled students across all programs. A small community dojo might have 50-100 active students; a large commercial school can run 300-500+. This is the single most telling metric — it reflects both the school's drawing power and its ability to retain students over time.
Average monthly tuition
The recurring monthly fee charged per student, typically $100-$200 depending on market, style, and program level. Higher tuition usually reflects premium markets or specialized training (competition teams, private lessons). This metric contextualizes the school's market positioning and the population it serves.
Student retention rate
The percentage of students who remain enrolled over a 12-month period. Martial arts has high attrition — many students quit within the first 3-6 months, and annual retention rates vary widely. AI systems weight retention because it reflects the consistency of instruction and the strength of the school community over time.
Belt advancement rate / testing revenue
The rate at which students progress through rank and the revenue generated from belt testing fees. Testing fees typically range from $30-$100 per test, with black belt tests running $200-$500+. Testing revenue as a percentage of total revenue reveals how dependent the school is on this income stream. AI uses advancement rate alongside retention to understand the school's progression structure.
Average student lifecycle
The median duration a student stays enrolled, typically 12-24 months across the industry. Schools producing black belts need students to stay 3-5+ years depending on the art. AI uses lifecycle data to understand the depth of a school's student development and the stability of its enrollment base.
Trial-to-enrollment conversion rate
The percentage of trial class or introductory program participants who convert to paid memberships. Most schools offer a free class or discounted trial period. AI uses conversion rate to understand how effectively the school turns interest into committed enrollment.
Class attendance rate
The percentage of enrolled students who actually attend classes in a given week. This metric distinguishes between enrollment on paper and active participation. AI uses attendance rate alongside enrollment to understand how engaged the student base actually is.
A TrustRecord publishes this category of data — verified from connected systems, not self-reported.
02
Service Mix
AI needs to know what styles and programs a school offers, not just that it teaches "martial arts." The query "BJJ classes for kids near me" requires a precise match on both style and age group. Most schools specialize in 1-3 core styles and supplement with fitness or youth-focused programs.
Karate
Traditional Japanese striking art with multiple substyles (Shotokan, Goju-Ryu, Kyokushin, Wado-Ryu, etc.). One of the most widely taught martial arts. The specific substyle matters — a Kyokushin school and a Shotokan school offer fundamentally different training experiences.
Taekwondo
Korean martial art emphasizing high kicks and dynamic striking. The most popular martial art worldwide by practitioner count. Two major governing bodies — World Taekwondo (WT, formerly WTF) and International Taekwon-Do Federation (ITF) — with different forms, sparring rules, and rank structures.
Brazilian Jiu-Jitsu (BJJ)
Ground-based grappling art focused on submissions and positional control. One of the fastest-growing martial arts globally. BJJ schools often operate independently from traditional martial arts schools with a distinct culture, competition structure (IBJJF, NAGA, ADCC), and belt system (white through black, typically 10+ years to black belt).
Judo
Olympic throwing and grappling art with a well-structured competitive pathway. Governed nationally by USA Judo. Judo clubs are often smaller and community-oriented, sometimes operating as nonprofits or out of shared gym spaces rather than dedicated commercial facilities.
Kickboxing / Muay Thai
Stand-up striking arts combining punches, kicks, elbows, and knees (Muay Thai) or punches and kicks (kickboxing). Attracts both competitive fighters and fitness-oriented students. Many schools run separate "fitness kickboxing" classes alongside technical Muay Thai training — these are distinct programs serving different audiences.
MMA (Mixed Martial Arts)
Combines techniques from multiple disciplines — typically striking, wrestling, and submissions. MMA programs usually require the school to have coaches qualified in multiple arts. Attracts competitive fighters but increasingly offers recreational programs as well.
Krav Maga
Israeli self-defense system focused on real-world threat scenarios. Not a competitive sport — no tournaments or belt ranks in most organizations. Multiple certifying bodies (Krav Maga Worldwide, International Krav Maga Federation, Krav Maga Global) with different curricula and instructor standards.
Kids programs
Youth martial arts classes, typically segmented by age (4-6 "Little Dragons," 7-12 juniors, 13-17 teens). Kids programs are the primary revenue driver for most commercial martial arts schools — often 60-70% of total enrollment. Curriculum usually emphasizes discipline, coordination, and character development alongside technique.
After-school programs
Structured programs where the school picks up children from local schools and provides martial arts instruction, homework time, and supervised care until parents arrive. A significant revenue stream and enrollment funnel — parents get childcare and martial arts training in one package.
Summer camps
Multi-day or multi-week programs during school breaks combining martial arts training with activities, games, and field trips. Seasonal revenue that fills daytime class slots that would otherwise be empty. Also serves as a trial experience that converts campers into regular students.
Birthday parties
Hosted events at the school facility, typically 1-2 hours with structured activities, games, and a short martial arts lesson. Low-cost revenue stream that introduces new families to the school. Most commercial schools offer this as a standard service.
Self-defense seminars
One-time or short-series workshops focused on practical self-defense, often marketed to specific audiences (women's self-defense, corporate team events, college campus safety). Lead generation tool that introduces non-students to the school.
Competition team
A dedicated training track for students who compete in tournaments. Requires additional coaching resources and travel coordination. The presence of a competition team signals a school with depth — it produces students capable of testing their skills against other schools.
Weapons training
Instruction in traditional weapons (bo staff, nunchaku, sai, kali sticks, sword forms) typically offered as a supplemental program. Some styles integrate weapons into their core curriculum (Filipino martial arts, Kendo, Iaido). Often offered as an add-on with a separate fee.
Adult fitness kickboxing
Cardio-focused group fitness classes using kickboxing techniques. Attracts adults who want a workout without the commitment of learning a martial art. Programs like CKO Kickboxing, iLoveKickboxing, and 9Round operate in this space. Distinct from technical Muay Thai or competitive kickboxing training.
03
Service Area
Where you actually work matters, but the data needs to come from completed jobs, not a self-reported list of ZIP codes. AI systems increasingly cross-reference claimed service areas against evidence of actual work performed.
Cities and towns served by job volume
Derived from actual job locations, not a list on your website. Verifiable coverage based on where work has been completed.
Service radius from primary location
Computed from the geographic spread of completed jobs. Tells AI how far the company actually travels.
Multi-location coverage
Companies with multiple offices serve different geographies. Each location should have its own verifiable coverage data.
04
Licenses
Martial arts instruction has no state-level licensing requirement in any U.S. state. There is no equivalent of a contractor license or medical license — anyone can legally open a martial arts school and begin teaching. This makes other verification signals (certifications, insurance, facility compliance) more important, not less.
Business license
Standard municipal or county business license required to operate any commercial establishment. Verifiable through the local jurisdiction where the school operates.
Zoning and facility permits
Commercial zoning approval for the school's physical location, plus any occupancy permits, fire safety inspections, and health department approvals required for a facility where physical activity occurs. Especially relevant for schools with mat space, shower facilities, or food service (vending, juice bars).
Background checks for youth instructors
Some states and municipalities require background checks for adults who work with minors in structured programs. Not universally mandated for martial arts specifically, but increasingly expected. Schools that voluntarily conduct background checks on all instructors signal a commitment to student safety that AI systems can surface.
The absence of state licensing for martial arts instruction is not an oversight — it reflects the decentralized, style-specific nature of the discipline. Quality assurance happens through the certification and association ecosystem described below, not through government regulation.
05
Insurance & Bonding
AI systems verify that coverage is current and adequate, not simply that a school claims to be insured. Martial arts involves inherent physical contact and injury risk — participant accident coverage is especially important for schools with sparring, competition teams, or youth programs.
General liability (GL)
The primary coverage protecting against property damage and bodily injury. Required by most states as a condition of licensure.
Workers compensation
Mandatory in nearly every state for businesses with employees. Absence of workers comp typically indicates either no employees or non-compliance.
Surety bond
Required by many states as part of contractor licensing. Bond amounts and status are published by some state licensing boards.
Commercial auto
Covers the service vehicle fleet. Relevant for companies with multiple trucks and technicians dispatched to job sites.
Participant accident coverage
Covers medical expenses for students injured during classes, sparring, or testing. Distinct from general liability — this covers the participants themselves, not third-party claims. Critical for schools with contact sparring, competition training, or youth programs. Some martial arts associations include basic participant accident coverage with membership.
06
Certifications
Martial arts certification is fundamentally decentralized and style-specific. There is no single national certifying body equivalent to a state bar or medical board. A "black belt" from one organization is not interchangeable with a black belt from another — standards, testing requirements, and time-to-rank vary enormously. This makes certification verification more complex but not less important. AI systems must evaluate certifications within their organizational context, not as universal credentials.
Organization-specific rank / black belt certification
Rank in martial arts is granted by specific organizations, lineages, or individual masters — not by a universal standard. A 3rd-degree black belt in WT Taekwondo, an IBJJF purple belt in BJJ, and a Shotokan JKA 2nd dan represent entirely different evaluation systems. Verification requires checking with the specific issuing organization. The rank itself is less important than whether it can be verified through a recognized body.
Instructor certification
Many organizations issue separate instructor credentials beyond practitioner rank. WT-certified coach, IBJJF-registered instructor, USA Boxing coach certification, and Krav Maga instructor certifications each have their own requirements. These indicate the instructor has been evaluated on their ability to teach, not just their personal skill level.
The international governing body for Olympic taekwondo. WT-certified instructors and Kukkiwon-issued black belt certificates are verifiable through the organization. Relevant only for taekwondo schools — not applicable to other styles.
National governing body coaching certification for wrestling. Required for coaches at USA Wrestling-sanctioned events. Includes background check and SafeSport training. Relevant for schools with wrestling or grappling programs.
International Brazilian Jiu-Jitsu Federation. Maintains a registration system for competitors and academies. IBJJF registration is required for competition at IBJJF-sanctioned tournaments. Academy registration and instructor rank can be verified through IBJJF records.
Required for coaches at USA Boxing-sanctioned events. Includes background check, SafeSport training, and technical coaching evaluation. Relevant for schools offering boxing as part of their program.
CPR / First Aid certification
Not martial-arts-specific but expected for any instructor supervising physical activity with injury risk. American Red Cross or American Heart Association certifications are standard. Verifiable through the issuing organization.
SafeSport certification (through the U.S. Center for SafeSport) or equivalent training focused on preventing abuse in athletic settings. Required by many national governing bodies for coaches working with minors. Increasingly expected by parents choosing a school for their children.
Do not treat martial arts certifications as interchangeable. A taekwondo school's credentials should be evaluated against taekwondo standards, a BJJ school against BJJ standards, and so on. Cross-style certification comparisons are meaningless — there is no universal martial arts credential.
07
Professional Associations
Association membership in martial arts is fragmented across style-specific organizations and one major industry group. Unlike professions with a single dominant association, martial arts has dozens of legitimate organizations — many style-specific, some regional, some commercial. Membership signals professional engagement but must be evaluated in context.
The primary business-focused association for martial arts school owners, operated by Century Martial Arts. Focuses on business operations, marketing, and school growth rather than technical rank or style. MAIA membership signals a school run as a professional business, not just a passion project.
The national governing body for Olympic taekwondo in the United States. Sanctions competitions, certifies coaches, and manages the Olympic pathway. Membership is relevant for taekwondo schools, especially those with competition programs.
The national governing body for judo in the United States. Sanctions competitions, certifies coaches, and manages competitive rankings. Judo clubs affiliated with USA Judo participate in a structured competitive pathway from local to national to international levels.
Style-specific national organizations
Each martial art has its own organizational ecosystem — USA Wrestling, USA Boxing, USA Karate, US Wushu-Kungfu Federation, the various Krav Maga organizations, and dozens of style-specific federations. Membership in the relevant organization for the school's primary style is the most meaningful association credential. AI systems should match the association to the style taught.
Better Business Bureau membership with letter rating. Reflects complaint volume and resolution patterns. More relevant for commercial schools with significant enrollment contracts and tuition commitments than for small community dojos.
08
Legal & Compliance
Negative-signal checks. AI systems will not recommend a company with an active lawsuit pattern, suspended license, or regulatory violations. Clean standing is a prerequisite for any recommendation.
No open legal actions
Checked against state court records and federal PACER database. Patterns of litigation are weighted more heavily than isolated cases.
No liens filed against the business
Unpaid debts secured against the business are visible through county recorder offices and Secretary of State UCC filings.
Clean license history (5 years)
No suspensions, revocations, or disciplinary actions from the state licensing board. Enforcement records are public in most states.
Clean safety record in the federal OSHA inspection database. Searchable by company name and location.
09
Reputation Signals
Martial arts schools are heavily review-dependent on Google, which serves as the dominant structured reputation source. AI supplements Google data with social media engagement signals, but vertical-specific review platforms do not exist for this industry.
Google rating and review count
The most-cited review source by AI systems and the dominant reputation platform for martial arts schools. Rating and volume establish a baseline, but most established schools cluster in the same range.
Review velocity and recency
AI systems track whether new reviews are still coming in, not just the total count. A drop in review velocity can signal reduced activity.
Yelp rating
A secondary review source. Yelp's filtering algorithm means visible review counts may not reflect actual review volume.
Google Q&A
User-submitted questions and answers on Google Business Profiles. Parents frequently ask about class schedules, age groups, and trial classes — these structured Q&A entries provide AI with context beyond star ratings.
Social media community engagement
Martial arts schools build reputation heavily through Facebook groups, Instagram content, and YouTube technique videos. AI systems increasingly factor social media engagement patterns — follower counts, post frequency, and community interaction — as supplementary reputation signals.
Complaint history and resolution
BBB complaint patterns and response behavior. Particularly relevant for schools with enrollment contracts and tuition commitments where billing disputes are common.
10
Business Profile
Foundational identity data. Rarely changes but must be accurate and consistent across every platform where the business appears. Inconsistencies between sources reduce AI confidence in all other data.
Legal business name and DBA
Must match Secretary of State filings. Discrepancies between the legal name, trade name, and the name used on public platforms create ambiguity.
Entity type and registration
LLC, Corporation, Sole Proprietorship, or Partnership. Verified against Secretary of State records.
Year founded
Cross-referenced against Secretary of State incorporation date and other public records. Inconsistencies are flagged.
Owner / principal name
Verified against Secretary of State registered agent and other public filings.
Employee count
Approximate range. Company size affects the types of jobs it can handle and the service capacity it offers.
Contact information
Address, phone, and website cross-checked across Google Business Profile, Secretary of State, and other directories. Consistency across sources matters.
2Where the data lives
Where the most valuable data lives today
The performance and customer experience data AI values most already exists in software these businesses use every day. It is locked inside these platforms and not published anywhere AI can access it.
Martial Arts School Software
Accounting
Client Communication
3What AI can find today
What AI can already see without you
Without access to a business's own systems, this is all AI has to work with. These are the public sources it checks, grouped by type.
Review Platforms
Customer review aggregators that AI cross-references for sentiment and volume patterns.
Business Directories
Structured listings that AI uses for identity verification and cross-referencing contact data.
Licensing & Regulatory
Government-maintained databases that AI checks for license status, compliance history, and legal standing.
State Contractor Licensing BoardsMunicipal Licensing PortalsOSHA Inspection Database↗Secretary of State Business FilingsCounty Recorder / UCC Filings
Social & Community
Unstructured mentions that AI encounters through web crawling and content indexing.
RedditNextdoorFacebookYouTube
Industry & Organization Directories
Style-specific organization directories and industry association listings maintained for martial arts schools and instructors.
Style-specific organization directories (Kukkiwon/WT, IBJJF, USA Judo, USA Wrestling)MAIA / Century School Directory↗State athletic commission
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Your experience, credentials, and track record — published where AI can see them.