12 AI Prompts for Therapists: Clinical Notes & More
Important Ethical Notice
AI tools do not replace clinical judgment. Every output generated using these prompts must be reviewed, edited, and approved by a licensed mental health professional before use.
HIPAA reminder: Never paste protected health information (PHI) — including client names, dates of birth, session details, or any identifying information — into public AI tools such as ChatGPT, Claude.ai, or Gemini. Use only de-identified, anonymized, or fictional placeholder data when working with general-purpose AI.
These prompts are structural templates. You provide the clinical thinking. AI provides the formatting scaffolding.
Documentation is the invisible second job of every therapist. SOAP notes, treatment plans, progress summaries, referral letters, insurance appeals — the paperwork load is substantial, and it compounds with every client added to a caseload. AI does not provide therapy. But it can dramatically reduce the time required to translate your clinical observations into structured, professional documentation.
This guide covers six documentation workflows with 8 copy-paste prompts built for mental health professionals. Each section includes a realistic time-saved estimate. All prompts use placeholder brackets — never populate them with real client information in a non-HIPAA-compliant environment.
1. SOAP Notes
SOAP notes (Subjective, Objective, Assessment, Plan) are the standard documentation format for individual therapy sessions. Writing them from scratch after a full day of sessions is one of the most common sources of clinician burnout.
Time saved: 3-5 hours per week
Use the following prompt with your clinical notes or a brief session summary. Replace all bracketed fields with de-identified, anonymized content only:
Prompt 1 — SOAP Session Note
You are a clinical documentation assistant helping a licensed therapist draft a SOAP note. Generate a structured SOAP note based on the following session information. Use clinical language appropriate for a licensed mental health professional's records. Session details (de-identified): - Presenting concerns discussed: [LIST KEY THEMES — e.g., "anxiety around work performance, avoidance behaviors"] - Client's reported mood/affect: [e.g., "dysthymic, moderate anxiety, tearful at points"] - Notable behavioral observations: [e.g., "good eye contact, engaged, some resistance when discussing family"] - Interventions used: [e.g., "CBT thought challenging, psychoeducation on nervous system response"] - Client response to interventions: [e.g., "receptive, completed worksheet exercise in session"] - Plan for next session: [e.g., "continue exposure hierarchy work, assign thought record homework"] - Diagnosis context (general): [e.g., "anxiety-related presentation, mood component"] Format strictly as: S (Subjective): client's self-reported experience O (Objective): clinician's behavioral observations A (Assessment): clinical interpretation, risk level if applicable P (Plan): next steps, homework, referrals Keep the note factual, professional, and free of interpretive overreach. Flag any section where the provided information is insufficient for confident documentation.
For ongoing progress notes summarizing multiple sessions in a treatment period:
Prompt 2 — Progress Note Summary
Draft a clinical progress note summarizing treatment progress over a [30/60/90]-day period. This note will be used for record-keeping and may be reviewed by supervisors or insurance reviewers. Treatment period: [START DATE — END DATE, or "past 30 days"] Primary diagnosis area (general): [e.g., "depression", "PTSD", "adjustment disorder"] Modality used: [e.g., "CBT", "DBT", "EMDR", "supportive therapy"] Initial presenting concerns: [LIST] Progress observed: [LIST specific changes — e.g., "reduced avoidance behaviors", "improved sleep hygiene adherence", "increased distress tolerance"] Setbacks or plateaus: [LIST or "none noted"] Current functional status: [e.g., "returning to work part-time", "maintaining social relationships"] Continued treatment rationale: [brief clinical justification for ongoing sessions] Format: 200-350 word clinical narrative. Avoid overly subjective language. Use measurable or observable terms where possible.
2. Treatment Planning
Treatment plans are required for most insurance-reimbursed services and serve as the roadmap for a client's care. Drafting individualized plans from scratch is time-consuming; AI provides a structured first draft that clinicians can refine based on their direct clinical knowledge of the client.
Time saved: 1-2 hours per new client intake
Prompt 3 — Treatment Plan Draft
Generate a draft treatment plan structure for a licensed therapist to review and finalize. This is a starting framework — the clinician will modify it based on their full clinical assessment. Presenting problem (general): [e.g., "depression with social withdrawal and low motivation"] Identified strengths: [e.g., "strong insight, motivated for change, supportive family"] Modality / theoretical orientation: [e.g., "CBT", "ACT", "trauma-informed"] Session frequency: [e.g., "weekly", "bi-weekly"] Expected treatment duration: [e.g., "12-16 sessions"] Generate: 1. Problem Statement (1-2 sentences, clinical framing) 2. Long-Term Goals (2-3 goals, broad outcome-oriented) 3. Short-Term Objectives (3-5 measurable objectives per goal, with timeframes) 4. Interventions (list specific techniques aligned to the modality) 5. Discharge Criteria (observable markers that indicate treatment completion) Use SMART objective language. Flag any section where more clinical information is needed before finalizing.
Prompt 4 — Goal Setting Language
Rewrite the following therapy goals using SMART criteria (Specific, Measurable, Achievable, Relevant, Time-bound) appropriate for a clinical treatment plan. Maintain client-centered language. Do not add clinical assumptions not present in the original. Goals to rewrite: 1. [GOAL 1 — e.g., "Client will manage anxiety better"] 2. [GOAL 2 — e.g., "Client will improve relationships"] 3. [GOAL 3 — e.g., "Client will feel less depressed"] For each goal, provide: - Rewritten SMART version - 2-3 measurable short-term objectives - Suggested tracking method (e.g., self-report scale, behavioral observation, session check-in) Keep language professional, non-stigmatizing, and appropriate for insurance review.
3. Client Communication
Administrative communication with clients — appointment reminders, intake form instructions, psychoeducation handouts, and discharge summaries — takes time that many therapists handle manually. AI can draft these consistently and at scale.
Time saved: 1-2 hours per week
Prompt 5 — New Client Intake Welcome Email
Write a professional, warm welcome email for a new therapy client who has just scheduled their first appointment. This email should reduce pre-session anxiety and set clear expectations. Practice name: [YOUR PRACTICE NAME] Clinician name/title: [YOUR NAME, CREDENTIAL] Session format: [In-person / Telehealth / Both] Session length: [e.g., "50 minutes"] Platform (if telehealth): [e.g., "SimplePractice", "Zoom for Healthcare"] Intake forms: [e.g., "You will receive a separate link via SimplePractice to complete before your appointment"] Cancellation policy: [e.g., "24-hour notice required"] Any other logistics: [e.g., "parking instructions", "waiting room instructions"] Include: - A warm, non-clinical greeting - Practical logistics for the first session - What to expect in the first appointment (brief framing) - How to reach the office with questions - A brief note about confidentiality and its limits (keep it simple, legal specifics in the formal consent) Tone: professional but human. Avoid clinical jargon. Length: 200-280 words.
4. Case Conceptualization
Case conceptualization is the clinical thinking that connects a client's history, presenting concerns, and maintaining factors into a coherent formulation. Writing these up for supervision, training, or peer consultation takes significant time. AI can help structure the narrative once you have done the clinical thinking.
Time saved: 1-2 hours per case write-up
Prompt 6 — Case Formulation Template
Help me structure a case conceptualization write-up using the information below. This is for clinical supervision or peer consultation — use de-identified, fictional-sounding details only. Theoretical framework: [e.g., "CBT", "psychodynamic", "attachment-based", "biopsychosocial"] Presenting problem: [brief, de-identified description] Predisposing factors: [historical/developmental factors that created vulnerability] Precipitating factors: [recent events or stressors that triggered the current episode] Perpetuating factors: [what is maintaining the problem — thoughts, behaviors, environment] Protective factors: [strengths, supports, resilience factors] Current functional impact: [work, relationships, self-care] Generate a structured case conceptualization in the format: 1. Presenting Picture (2-3 sentences) 2. Developmental and Historical Context 3. Cognitive-Behavioral / [Framework-Specific] Analysis 4. Maintaining Factors and Cycle 5. Strengths and Resources 6. Treatment Implications Flag where clinical information provided is insufficient for a thorough formulation.
5. Professional Documentation
Referral letters, insurance prior authorizations, appeals, and letters of support are among the most time-intensive documents therapists produce. The format is standard; the clinical details are yours. AI drafts the scaffolding in minutes.
Time saved: 1-3 hours per letter
Prompt 7 — Referral Letter Draft
Draft a professional referral letter from a therapist to another provider. This is a first draft for the clinician to review, edit, and sign. All clinical details must be verified against the actual case record before sending. Referring clinician: [NAME, CREDENTIAL, PRACTICE] Receiving provider type: [e.g., "psychiatrist", "PCP", "specialist", "inpatient facility"] Reason for referral: [e.g., "medication evaluation", "higher level of care", "specialized assessment"] Treatment duration with referring clinician: [e.g., "6 months of weekly outpatient therapy"] Presenting diagnosis context (general): [e.g., "mood disorder with significant anxiety component"] Treatment provided: [e.g., "CBT, psychoeducation, safety planning"] Response to treatment: [e.g., "partial response, continued functional impairment"] Specific clinical questions or requests for receiving provider: [LIST] Urgency: [Routine / Urgent / Emergent] Format: formal letter with header (date, provider information). Body: brief clinical summary, reason for referral, specific request. Close with offer to coordinate care. Keep to one page. Flag any field where more clinical specificity is needed before sending.
6. Self-Care and Supervision Preparation
Clinician wellbeing is not a soft concern — burnout directly impacts the quality of care. AI can help therapists prepare for supervision sessions more efficiently, reflect on their caseload systematically, and identify early warning signs before burnout becomes a clinical or ethical issue.
Time saved: 30-60 minutes per supervision cycle
Prompt 8 — Supervision Preparation & Caseload Reflection
Help me prepare a structured reflection for my upcoming supervision session. I want to arrive with clear questions, identified countertransference themes, and a prioritized list of cases to discuss. Supervision format: [individual / group / peer consultation] Number of active cases: [NUMBER] Time since last supervision: [e.g., "2 weeks"] Provide a reflection framework with the following sections: 1. Cases for Priority Review - Prompt me to identify: cases with safety concerns, cases where I feel stuck, cases approaching significant transitions (termination, level of care change), high-complexity presentations - [MY NOTES: ___] 2. Countertransference Check - Prompt me to reflect on: cases where I notice strong emotional reactions (positive or negative), cases I look forward to or dread, any patterns across my caseload - [MY NOTES: ___] 3. Skill Development Focus - What intervention or clinical skill do I want to develop this supervision period? - [MY NOTES: ___] 4. Self-Care Assessment - Rate the following on a 1-10 scale: physical energy, emotional bandwidth, sense of meaning in work, boundary maintenance, administrative burden, support from colleagues - Flag any score below 6 for discussion - [MY SCORES: ___] 5. Questions for Supervisor - [MY QUESTIONS: ___] Generate the framework structure so I can fill it in before the session.
Total Time Saved: 8-15 Hours Per Week
Here is how the documentation savings stack up across a full clinical caseload:
| Workflow | Time Saved / Week |
|---|---|
| SOAP notes & session documentation | 3-5 hrs |
| Treatment plans & goal writing | 1-2 hrs |
| Client communication & intake | 1-2 hrs |
| Case conceptualization write-ups | 1-2 hrs |
| Referral letters & insurance documentation | 1-3 hrs |
| Supervision preparation | 0.5-1 hr |
| Total | 7.5-15 hrs / week |
For a therapist with a 25-client weekly caseload, reclaiming 8-12 hours of documentation time translates directly into reduced after-hours charting, lower administrative burnout, and capacity to take on additional clients or invest in continuing education.
A Note on AI and Clinical Responsibility
AI tools generate structured text based on patterns in training data. They do not assess risk, observe affect, hold therapeutic relationships, or apply clinical judgment. Every output from the prompts above is a first draft. The licensed clinician reviewing, editing, and signing any document is the professional of record — not the AI tool.
Specifically:
- Safety and risk assessments must always be conducted by a qualified clinician, never delegated to AI output
- Any documentation submitted to insurance, courts, or other third parties must be reviewed in full before submission
- HIPAA-compliant AI tools exist for clinical settings — if your practice requires PHI in documentation workflows, evaluate HIPAA Business Associate Agreement (BAA)-covered platforms before integrating AI
- Treatment decisions, diagnoses, and clinical recommendations remain entirely the clinician's responsibility
The 155 prompts in the qarko AI Workflow Guide Core include dedicated sections on professional documentation, structured writing, and administrative communication — designed to accelerate first-draft work while keeping professional judgment where it belongs.
Related Posts
Get the Full Clinical Documentation Workflow System
155 copy-paste prompts plus step-by-step workflow guides for professional documentation, structured writing, client communication, and more. Optimized for Claude, GPT-4o, and Gemini.
Just need the prompts?
155 copy-paste prompts for Claude, GPT-4o, and Gemini — writing, analysis, professional documentation, client communication, and more.