35 ChatGPT Prompts for Speech Language Pathologists (Claude, ChatGPT & DeepSeek)
It's 5:30 PM on a Thursday. You've seen 12 clients today. The last session ran long because the 7-year-old with childhood apraxia finally produced a clean /s/ cluster — a real win — and now you have 12 SOAP notes to finish before tomorrow's IEP meeting, a prior authorization letter for the new AAC device that's been sitting in your queue for four days, and three parent education handouts to write for the early intervention families you picked up this week.
The documentation burden in speech-language pathology is relentless. And it grows.
The American Speech-Language-Hearing Association (ASHA) 2024 Workforce Survey found that SLPs spend an average of 35% of their workday on documentation — SOAP notes, progress reports, IEP and IFSP goal writing, insurance prior authorizations, and family correspondence. In school-based settings, that number climbs to 42%. Across the approximately 173,000 certified SLPs in the United States, that represents an enormous collective drain on clinical time that could go toward direct service.
These 35 prompts cover seven SLP documentation workflows: SOAP notes and session documentation, IEP and IFSP goal writing, parent and caregiver education materials, insurance and prior authorization letters, progress reports, AAC documentation, and professional development. They work with Claude, ChatGPT, and DeepSeek.
Critical note: All clinical documentation must be reviewed and verified by a licensed SLP before use in any client record, insurance submission, or legal document. AI-generated content does not substitute for clinical judgment, and billing documentation must comply with your payer's specific requirements. ASHA's Code of Ethics and state licensure requirements govern the accuracy of all clinical records.
Why SLPs Write More Documentation Than They Should Have To
Three structural pressures drive SLP documentation load.
First, third-party payer requirements have increased. Medicare, Medicaid, and private insurers require detailed functional justification for continued speech therapy services — not just clinical descriptions, but evidence that the client is making measurable progress toward functional communication goals and that skilled services remain medically necessary. Writing that justification clearly, compliantly, and efficiently takes time most clinicians don't have after a full caseload day.
Second, IEP and IFSP goals require precision that general purpose templates never provide. A goal that says "student will improve articulation" fails IDEA's measurability standards. A goal that says "student will produce /r/ in all word positions with 80% accuracy across 3 consecutive sessions as measured by clinician data in structured and semi-structured tasks" is measurable, observable, and legally defensible. Writing that level of specificity for 10 to 30 goals per student, multiplied across a caseload, is where school SLPs lose entire evenings.
Third, family education is non-negotiable but chronically under-resourced. Caregiver carryover is the most significant predictor of generalization outcomes outside the therapy room. But creating readable, parent-friendly handouts — written at appropriate health literacy levels, without jargon, with specific home practice guidance — takes time that billable session documentation demands don't leave room for.
These 35 prompts handle the drafting layer. You supply the clinical facts and apply your professional judgment. Documentation that used to take 90 minutes can be drafted in 20.
Category 1: SOAP Notes and Session Documentation
The SOAP note is the daily documentation standard across medical and school-based SLP settings. These prompts generate structured first drafts around your session specifics.
Prompt 1 — Standard SOAP Note
Write a SOAP note for a speech-language therapy session.
Client initials: [INITIALS — do not use full names]
Age and diagnosis: [AGE + PRIMARY DIAGNOSIS — e.g., "7-year-old, childhood apraxia of speech"]
Session setting: [OUTPATIENT CLINIC / SCHOOL / EARLY INTERVENTION HOME / TELETHERAPY]
Goals targeted: [LIST GOALS — e.g., "Increase accuracy of CVCV sequences in structured drill; increase accuracy of /s/ clusters in word-initial position"]
Subjective: [CLIENT/CAREGIVER REPORT — e.g., "Mother reports client practiced /s/ words 10 minutes nightly this week. Client arrived engaged."]
Objective: [MEASURABLE DATA — e.g., "CVCV sequences: 72% accuracy (36/50 trials). /s/ clusters word-initial: 58% accuracy (29/50 trials). Cues required: tactile + verbal for CVCV sequences, verbal only for /s/ clusters."]
Assessment: [CLINICIAN INTERPRETATION — e.g., "Client demonstrates improving but inconsistent CVCV accuracy; /s/ cluster targets showing early generalization with reduced cueing. Skilled services remain necessary for cueing hierarchy advancement."]
Plan: [NEXT SESSION PLAN — e.g., "Increase CVCV complexity to 2-syllable words with stress variation. Introduce /s/ clusters in phrase level."]
SOAP format. Clinical but readable. Under 300 words. Avoid passive constructions. Document cues with specificity.
Prompt 2 — Minimal Pairs Articulation Session Note
Write a SOAP note for an articulation session using minimal pairs intervention.
Client: [AGE + TARGET PHONEME — e.g., "6-year-old, /th/ vs. /f/ minimal pairs"]
Stimuli used: [WORD PAIRS — e.g., "fin/thin, free/three, first/thirst"]
Perception accuracy: [% CORRECT — e.g., "Perception: 80% (16/20 pairs)"]
Production accuracy: [% CORRECT — e.g., "Production: 55% (11/20 trials)"]
Communicative breakdown noted: [YES/NO — e.g., "Yes — client self-corrected after communication partner indicated misunderstanding on 3 occasions"]
Cueing: [TYPES USED — e.g., "Auditory bombardment intro, no production cues beyond natural communicative context"]
SOAP format. Emphasize communicative function of the phonemic contrast, not just accuracy data. Under 250 words.
Prompt 3 — Language Session SOAP Note
Write a SOAP note for a language therapy session.
Client: [AGE + DIAGNOSIS — e.g., "9-year-old, language disorder with reading difficulties"]
Goals targeted: [SPECIFIC — e.g., "Increase use of complex syntax in narrative production; identify main idea and 2 key details in grade-level passages"]
Activities used: [SPECIFIC — e.g., "Story retell with visual supports, main idea mapping, barrier game for sentence production"]
Data collected: [SPECIFIC — e.g., "Narrative: 3/5 story grammar elements present (setting, initiating event, ending); complex syntax: 4 instances spontaneous production in 20-minute session; main idea: 2/3 passages correct with minimal cuing"]
Cueing provided: [TYPES — e.g., "Story grammar map as visual support; recast for incomplete complex sentences"]
Family update given: [YES/NO + BRIEF CONTENT]
SOAP format. Note generalization to academic tasks where relevant. Under 300 words.
Prompt 4 — Fluency Session Note (Stuttering)
Write a SOAP note for a fluency therapy session.
Client: [AGE — e.g., "Adult, 34-year-old"]
Approach used: [e.g., "Acceptance and Commitment Therapy for stuttering + stuttering modification techniques"]
Fluency measures: [% SYLLABLES STUTTERED — e.g., "%SS: 6.2% in monologue, 9.1% in dialogue"]
Stuttering behaviors observed: [TYPES — e.g., "Prolongations, blocks with secondary behaviors (eye blink, head nod)"]
Techniques practiced: [SPECIFIC — e.g., "Cancellations on 8 occasions, pull-outs attempted on 5 occasions with 60% success, voluntary stuttering in low-stakes conversation"]
Psychological flexibility work: [BRIEF DESCRIPTION — e.g., "Identified speaking situations avoided this week; discussed values-based approach to high-stakes presentation next week"]
Self-rating: [CLIENT'S RATING — e.g., "Client rated session 7/10 for comfort; reported anticipatory anxiety decreased from baseline"]
SOAP format. Balance fluency data with psychosocial content. Under 300 words.
Prompt 5 — Dysphagia Session Note
Write a SOAP note for a dysphagia therapy session.
Client: [AGE + DIAGNOSIS — e.g., "72-year-old, oropharyngeal dysphagia post-CVA, 3 months post-event"]
Current diet texture: [IDDSI LEVEL — e.g., "IDDSI Level 5 Minced & Moist; IDDSI Level 3 Liquidized for thin liquids"]
Clinical observations: [SPECIFIC — e.g., "Oral phase: reduced tongue lateralization, pocketing of minced textures in left lateral sulcus. Pharyngeal: wet vocal quality post-swallow on thin liquids, resolved with effortful swallow."]
Techniques trialed: [SPECIFIC — e.g., "Effortful swallow, chin tuck, 2x swallow per bolus, alternating liquid/solid strategy"]
Response to strategies: [SPECIFIC — e.g., "Effortful swallow + chin tuck: wet vocal quality eliminated on 8/10 thin liquid trials. Client tolerated combined strategy with 80% accuracy with verbal cues."]
Diet modification recommendation: [CURRENT/CHANGE — e.g., "Maintain IDDSI Level 5; recommend trial of thickened liquids at Nectar Mildly Thick (IDDSI 2) to assess swallow safety"]
SOAP format. Document all compensatory strategies trialed and patient response. Under 350 words.
Category 2: IEP and IFSP Goal Writing
IDEA-compliant goals must be measurable, observable, and tied to functional outcomes. These prompts generate the precise goal language that IEP and IFSP teams need.
Prompt 6 — Articulation IEP Goal
Write a measurable IEP articulation goal.
Student: [AGE + GRADE + DIAGNOSIS — e.g., "7-year-old, 2nd grade, phonological disorder"]
Target phoneme(s): [SPECIFIC — e.g., "/r/ in all word positions"]
Current baseline: [% ACCURACY IN WHAT CONTEXT — e.g., "Currently produces /r/ at 20% accuracy in isolated word tasks"]
Measurement method: [HOW DATA WILL BE COLLECTED — e.g., "Clinician-collected probe data using standardized word list"]
Target accuracy: [% CORRECT]
Number of sessions for consistency: [e.g., "3 consecutive data collection sessions"]
Context: [STRUCTURED / SEMI-STRUCTURED / CONVERSATIONAL]
Write 1 annual goal + 2 short-term objectives (benchmarks). IDEA-compliant language. Measurable and observable. Include condition, behavior, criterion.
Prompt 7 — Language IEP Goals for School-Age
Write measurable IEP language goals.
Student: [AGE + GRADE + DIAGNOSIS — e.g., "10-year-old, 5th grade, developmental language disorder"]
Areas of deficit: [SPECIFIC — e.g., "Syntax: reduced use of complex sentences; Vocabulary: word retrieval difficulties; Narrative: below grade level story grammar"]
Academic impact: [HOW DEFICITS AFFECT CLASSROOM PERFORMANCE — e.g., "Difficulty with written expression, reading comprehension below grade level, reduced participation in class discussions"]
Measurement method: [e.g., "Language samples, curriculum-based probes, standardized assessment sub-scores"]
Target criteria: [ACCURACY LEVELS — e.g., "80% accuracy, 3/5 opportunities, 3 consecutive sessions"]
Write 3 annual goals (one per deficit area) + 2 short-term objectives per goal. IDEA-compliant. Connect each goal to academic impact. Measurable and observable.
Prompt 8 — IFSP Outcomes for Early Intervention
Write functional IFSP outcomes for an early intervention child.
Child: [AGE IN MONTHS + DIAGNOSIS — e.g., "22-month-old, expressive language delay, receptive language within normal limits"]
Family concerns: [DIRECT QUOTE OR PARAPHRASE — e.g., "Family wants child to communicate needs during meals and play without frustration"]
Current communication level: [SPECIFIC — e.g., "10 words functional vocabulary, consistent use of pointing + reaching, no word combinations"]
Family routines targeted: [SPECIFIC — e.g., "Mealtime, bath, bedtime routine, outdoor play"]
Service intensity: [FREQUENCY — e.g., "1x/week, 60 minutes, home-based"]
Write 3 functional IFSP outcomes embedded in family routines. Outcomes should be family-centered, measurable, and achievable within 6 months. Use accessible language — no clinical jargon.
Category 3: Parent and Caregiver Education Materials
Caregiver carryover is the most powerful generalization tool in SLP. These prompts create readable, actionable home materials.
Prompt 9 — Home Practice Handout: Articulation
Write a parent handout for home articulation practice.
Target sound: [SPECIFIC — e.g., "/s/ in word-initial position"]
Child's current level: [SPECIFIC — e.g., "Producing /s/ correctly in isolated words with practice, errors in conversation"]
Recommended practice frequency: [e.g., "10 minutes, 5 days per week"]
Activities to include: [e.g., "Word card practice, game-based drill, conversational practice"]
Cues the child responds to: [e.g., "Visual cue: tongue tip behind teeth; verbal cue: 'snake sound'"]
Format: 1-page parent handout. Plain language (6th grade reading level). Numbered steps. Include: what to do, what to say, how to respond to errors, what to record. No clinical jargon. Warm and encouraging tone.
Prompt 10 — Caregiver Education: Stuttering
Write a caregiver education handout about childhood stuttering.
Child's age: [AGE — e.g., "4-year-old"]
Stuttering characteristics: [WHAT PARENTS OBSERVE — e.g., "Repetitions of words and phrases, occasional sound repetitions, no visible tension or secondary behaviors"]
Current approach: [e.g., "Monitoring and indirect therapy through parent counseling"]
Key messages to convey: [e.g., "Stuttering is common and often resolves; speaking slowly helps; don't finish sentences or show frustration"]
Format: 1-page handout. Conversational, reassuring tone. Address common parental fears. Include: what stuttering is, what to do, what NOT to do, when to be concerned, how to create a supportive communication environment at home.
Prompt 11 — AAC Communication Partner Training Handout
Write an AAC communication partner training guide for family members.
AAC system being used: [SPECIFIC — e.g., "PECS Phase III" OR "TouchChat with WordPower 42" OR "low-tech core board"]
User: [AGE + DIAGNOSIS — e.g., "5-year-old with autism, emerging communicator"]
Communication goals: [e.g., "Request preferred items, protest, comment during play"]
Partner strategies to teach: [e.g., "Aided language input/modeling, expectant waiting, responding to all communication attempts"]
Format: 1-page practical guide. Section headers for: What to do before the interaction, During the interaction, How to respond, Common mistakes. Use bullet points and short sentences. Include at least 3 specific examples of what the communication partner should say and do.
Category 4: Insurance and Prior Authorization Letters
Payer justification letters require functional framing and measurable evidence. These prompts generate compliant first drafts.
Prompt 12 — Prior Authorization Request Letter
Write a prior authorization request letter for speech-language therapy services.
Payer: [INSURANCE COMPANY NAME]
Client: [AGE + DIAGNOSIS — use initials only in actual submission]
Diagnosis codes: [ICD-10 CODES — e.g., "F80.1 Expressive language disorder, F80.81 Childhood onset fluency disorder"]
Procedure codes requested: [CPT CODES + FREQUENCY — e.g., "92507, 2x/week, 45-minute sessions, 16 sessions requested"]
Current functional communication status: [SPECIFIC — e.g., "Client demonstrates 40% intelligibility to unfamiliar listeners; uses 3-4 word utterances inconsistently; unable to communicate basic needs in community settings without significant communication breakdown"]
Treatment goals and functional outcomes: [SPECIFIC — e.g., "Increase intelligibility to 70% for unfamiliar listeners; expand MLU to 5-6 words; achieve functional communication for basic needs in structured settings"]
Evidence of progress: [MEASURABLE — e.g., "MLU increased from 2.1 to 3.4 over 8 sessions; intelligibility improved from 25% to 40%"]
Medical necessity rationale: [WHY SKILLED SLP SERVICES ARE REQUIRED — not just maintenance]
Professional letter format. Functional framing. Specific data. 350-450 words. Reference ASHA evidence-based practice standards where relevant.
Prompt 13 — Appeal Letter for Denied Speech Therapy
Write an appeal letter for a denied speech therapy authorization.
Payer: [INSURANCE NAME]
Denial reason given: [EXACT DENIAL LANGUAGE IF AVAILABLE — e.g., "Services not medically necessary; patient demonstrates adequate functional communication"]
Client situation: [AGE + DIAGNOSIS + FUNCTIONAL DEFICITS — specific]
Evidence to include in appeal: [SPECIFIC DATA — test scores, progress data, functional impact, physician recommendation if available]
Regulatory basis: [e.g., "Mental Health Parity and Addiction Equity Act" or applicable state mandate if known]
Appeal letter format. Professional and evidence-based. Address the specific denial rationale directly. Request expedited review if clinically appropriate. 400-500 words. Include specific functional examples of communication breakdowns in daily activities.
Prompt 14 — Discharge Summary Letter to Physician/Referral Source
Write a discharge summary letter for a speech-language pathology client.
Recipient: [PHYSICIAN NAME + SPECIALTY — e.g., "Dr. [Name], Pediatric Neurology"]
Client: [INITIALS + AGE + PRIMARY DIAGNOSIS]
Treatment period: [DATES — e.g., "September 2025 – April 2026"]
Sessions provided: [NUMBER + FREQUENCY — e.g., "32 sessions, 2x/week, 45 minutes"]
Goals at intake: [LIST]
Goals achieved: [SPECIFIC WITH DATA — e.g., "/r/ accuracy: 85% in conversational speech (up from 20% at intake)"]
Goals not achieved: [WITH RATIONALE]
Discharge rationale: [e.g., "Goals met; client and family independent with home program; monitoring recommended in 6 months"]
Recommendations: [e.g., "Re-refer if regression occurs; reading specialist consultation recommended"]
Professional letter format. Clinical but accessible to referring physicians. 250-350 words.
Category 5: Progress Reports
Payer-compliant and parent-readable progress reports require different voices. These prompts generate both.
Prompt 15 — Insurance Progress Report
Write a speech-language therapy progress report for insurance review.
Reporting period: [DATE RANGE]
Client: [INITIALS + AGE + DIAGNOSIS]
Goals and progress data: [FOR EACH GOAL: BASELINE DATA → CURRENT DATA → % PROGRESS]
- Goal 1: [Goal statement] Baseline: [data] Current: [data]
- Goal 2: [Repeat format]
Functional outcomes achieved: [OBSERVABLE CHANGES IN DAILY COMMUNICATION]
Barriers to progress: [IF ANY]
Skilled service justification: [WHY CONTINUED SLP SERVICES ARE REQUIRED, NOT MAINTENANCE]
Plan for next authorization period: [GOALS + FREQUENCY REQUESTED]
Insurance progress report format. Functional language. Measurable data throughout. 400-500 words. Avoid clinical jargon — write for a utilization review nurse reviewer.
Prompt 16 — Parent-Friendly Progress Report
Write a parent-friendly progress report for a speech-language therapy client.
Client: [FIRST NAME ONLY + AGE — e.g., "Emma, age 6"]
Reporting period: [DATE RANGE]
Goals and progress: [FOR EACH GOAL: plain language description + specific examples of progress]
- Goal 1: [Plain language goal] Progress: [Specific — e.g., "Emma is now using 4-word sentences 75% of the time during play, up from 2-word sentences at the start of this period"]
Strengths observed: [SPECIFIC — what the child is doing well]
Areas still developing: [SPECIFIC BUT ENCOURAGING]
Home practice that helped: [ACKNOWLEDGE FAMILY EFFORTS]
Next steps: [PLAIN LANGUAGE — what happens next in therapy]
Parent-friendly format. No clinical jargon. Warm and specific. Celebrate progress with concrete examples. 300-400 words. Use the child's name. Parents should feel informed and encouraged.
Category 6: AAC Documentation
AAC evaluation and implementation documentation must meet both clinical and insurance standards. These prompts cover the most common documentation needs.
Prompt 17 — AAC Feature Matching Summary
Write an AAC feature matching summary for an evaluation report.
Client: [AGE + DIAGNOSIS + COMMUNICATION PROFILE — e.g., "8-year-old, autism spectrum disorder, 10-20 functional words, strong visual learner, motor impairments affecting fine motor but not gross motor"]
Devices/systems trialed: [SPECIFIC — e.g., "PECS Phase I-II, TouchChat with WordPower 42, Proloquo2Go with Unity 84"]
Trial results for each: [SPECIFIC — what the client did with each system, successes and challenges]
Feature matching rationale: [WHY THE RECOMMENDED DEVICE MATCHES THE CLIENT'S NEEDS — access method, vocabulary organization, customizability, durability, family training requirements]
Recommended system: [SPECIFIC DEVICE + ACCESS METHOD + VOCABULARY SET]
Implementation plan: [NEXT STEPS — vocabulary programming, training schedule, environments for deployment]
Clinical AAC evaluation summary section format. Feature matching language that meets insurance prior authorization standards. 400-500 words. Specific and observable behavioral data from trials.
Prompt 18 — AAC Implementation Progress Note
Write a progress note documenting AAC implementation.
Client: [AGE + AAC SYSTEM — e.g., "6-year-old using TouchChat WordPower 42"]
Session focus: [SPECIFIC — e.g., "Requesting preferred items using core vocabulary; modeling commenting during play"]
Data collected:
- Aided language input provided by clinician: [FREQUENCY — e.g., "Clinician modeled 45 core vocabulary hits during 30-minute session"]
- Spontaneous client AAC use: [FREQUENCY + FUNCTION — e.g., "12 spontaneous initiations: 8 requests, 3 comments, 1 protest; no prompting required for 9/12"]
- Client AAC use with prompting: [LEVEL OF PROMPT + FREQUENCY]
- Communication partner response: [HOW CLINICIAN RESPONDED]
Environments practiced: [STRUCTURED TABLE / PLAY / SNACK / BOOK READING]
Next session focus: [SPECIFIC]
AAC progress note format. Document aided language input. Distinguish spontaneous vs. prompted use. Function-focused data (request, comment, protest, social) not just quantity. Under 250 words.
Category 7: Professional Development and Career Documents
Prompt 19 — CEU Course Reflection / ASHA Maintenance Documentation
Write a professional development reflection for CEU documentation.
Course/training completed: [TITLE + PRESENTER + DATE + HOURS]
Learning objectives from the course: [LIST 2-3]
Key content learned: [3-4 specific concepts, strategies, or research findings]
How this applies to my current caseload: [SPECIFIC — which client populations, what will change in your practice]
Changes you plan to implement: [CONCRETE — timeline and specific actions]
Reflection format. 300-400 words. Specific and clinically relevant. Avoid generic statements. First person.
Prompt 20 — Performance Review Self-Assessment
Write a performance review self-assessment for an SLP.
Setting: [SCHOOL / HOSPITAL / OUTPATIENT CLINIC / EI PROGRAM]
Accomplishments this year: [LIST 3-5 SPECIFIC — with data or outcomes where possible]
Caseload managed: [SIZE + POPULATION SERVED]
Documentation compliance: [TIMELINESS AND ACCURACY RECORD]
Collaboration highlights: [SPECIFIC EXAMPLES — with teachers, physicians, families, team members]
Professional development completed: [COURSES, CERTIFICATIONS, PRESENTATIONS]
Area for growth identified: [HONEST AND SPECIFIC]
Goal for next year: [MEASURABLE]
Self-assessment format. Professional and confident. Specific achievements with evidence. 400-500 words. First person. Avoid vague generalizations — every claim should be supportable with an example.
Start With These Three
- Prompt 1 — SOAP note. The daily documentation task that consumes the most cumulative time in SLP practice. Use this template as your session note framework — fill in the objective data from your session, review for accuracy, and cut documentation time by 40-60% per note.
- Prompt 6 — IEP articulation goal. The most litigated area of SLP documentation in school settings. Use this template to ensure your goals meet IDEA measurability standards before the IEP meeting, not after a compliance complaint.
- Prompt 12 — Prior authorization letter. Insurance denials cost clinicians more time than writing the original authorization. Use this template to front-load the functional justification language that utilization reviewers are trained to approve.
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Works with Claude, ChatGPT, and DeepSeek. Copy-paste ready. No AI expertise required.
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