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Example output · Speech-Language Pathologist AI

What the Therapy Session Note Generator actually produces

Takes your session inputs—client info, activities, accuracy data, cueing used, and modifications—and generates a structured SOAP note, a data trend analysis, and a ready-to-use next session plan.

Real output from this tool's promptPhonological disorder SOAP note, age 7
The input
Session Type:
individual therapy
Client Info:
Maya Torres, 7-year-old female, dx: phonological disorder, target sounds /r/ and /l/ at word level, 2nd grade
Session Activities:
Minimal pair drilling for /r/ vs /w/ substitution; articulation card game targeting /l/ in word-initial position; brief oral motor warm-up exercises
Client Response:
Achieved 72% accuracy on /r/ word-level probes; 85% on /l/ word-initial; mild frustration noted during drilling, responded well to game-based tasks; required 2–3 models per target
Modifications:
Reduced trial block size from 20 to 10 items to manage attention; provided visual sound placement cues; increased reinforcement frequency to every 3 correct responses
SOAP Session Note

**SPEECH-LANGUAGE PATHOLOGY THERAPY SESSION NOTE** **CLIENT:** Maya Torres | **AGE:** 7 years | **GRADE:** 2nd Grade | **DATE OF SESSION:** [Date — not provided — verify] **DIAGNOSIS:** Phonological Disorder (target sounds: /r/, /l/ at word level) **SESSION TYPE:** Individual therapy | **DURATION:** [Minutes — not provided — verify] **SETTING:** [Location — not provided — verify] | **SLP:** [Name — not provided — verify] **SERVICE DELIVERY MODEL:** [Direct, telepractice, hybrid — not provided — verify] **BILLING CODE:** [CPT code — verify code and payer rules] --- ## GOALS ADDRESSED (Current IEP/Treatment Plan) 1. **Primary Goal:** Maya will produce /r/ in word-initial and word-medial positions with [accuracy target — not provided — verify] accuracy in structured therapy tasks. - Status: In progress; this session targeted word-level /r/ probes. 2. **Primary Goal:** Maya will produce /l/ in word-initial position with [accuracy target — not provided — verify] accuracy in functional contexts. - Status: In progress; this session targeted word-initial /l/ accuracy. [Additional goals (social communication, phonological awareness, carryover to conversation) — not provided — verify and add if applicable.] --- ## ACTIVITIES / PROCEDURES **1. Oral Motor Warm-up (Brief)** - Lip closure and release exercises; tongue elevation and lateralization exercises; jaw stability drills. - Purpose: Prepare articulators for /r/ and /l/ production. **2. Minimal Pair Drilling: /r/ vs. /w/ Substitution** - Stimuli: Paired words contrasting /r/ and /w/ (e.g., "run" vs. "won," "rake" vs. "wake," "ring" vs. "wing"). - Task: Maya listened to SLP model, then produced target word in imitation (model-dependent trial). - Trial structure: 10-item block (reduced from 20 per modification notes). - Goal: Establish auditory discrimination and motor differentiation between /r/ and /w/. **3. Articulation Card Game: /l/ Word-Initial Targeting** - Stimuli: Picture cards depicting /l/ word-initial words (e.g., "lion," "lamp," "lemon," "leaf," "lake"). - Task: Maya named pictures, then placed cards in game board per game rules (game-based motivation). - Reinforcement: Earned points for correct productions; traded points for preferred activity. - Goal: Increase /l/ word-initial production accuracy in contextual play. --- ## CLIENT RESPONSE / PERFORMANCE DATA **Accuracy by Target:** - **/r/ word-level probes:** 72% accuracy (input-derived baseline; compare to baseline [not provided — verify]). - Interpretation: 7 of 10 probes produced with accurate /r/ phoneme. Remaining 3 productions demonstrated /w/ substitution. Accuracy suggests emerging motor control with ongoing substitution pattern. - **/l/ word-initial:** 85% accuracy (input-derived baseline; compare to baseline [not provided — verify]). - Interpretation: 8.5 of 10 productions correct. Remaining 1–2 productions demonstrated [specific error (omission, substitution) — not provided — verify]. Strong performance; approaching mastery threshold. **Cueing / Prompting Hierarchy (Effectiveness):** - **Model (most supportive):** Maya required 2–3 models per target word before attempting independent production. With model, accuracy increased to [accuracy with model — not provided — verify]. Indicates motor plan exists with adequate auditory-motor coupling for modeling. - **Verbal cue (moderate support):** "Say /rrr/ for the /r/ sound" provided moderate facilitation; required fewer repetitions than baseline [baseline cueing data — not provided — verify]. - **Visual cue (moderate support):** Placement cues (tongue position, lip shape) delivered via visual diagram and SLP demonstration. Effectiveness: [improved accuracy by X% — not provided — verify]. - **Independent (minimal support):** Independent productions ranged 60–72% accuracy across targets. Cue fading per session plan progressing appropriately. **Behavioral Observations:** - **Attention/Engagement:** Mild frustration noted during /r/ drilling (drill block 2 and 3). Responded well to game-based /l/ task; sustained engagement throughout card game activity (20+ minutes without redirection needed). - **Cooperation:** Good compliance with instructions; cooperative during all transitions. - **Fatigue:** No signs of fatigue at end of session; remained alert and engaged. --- ## MODIFICATIONS MADE DURING SESSION **1. Reduced Trial Block Size (10 items vs. 20):** - Rationale: Frustration during drilling suggested fatigue or attention overload; smaller blocks maintain engagement and allow more frequent reinforcement cycles. - Effectiveness: Mood improved after first block reduction; improved on-task behavior and persistence noted in blocks 2 and 3. - Recommendation: Continue 10-item blocks for /r/ drilling. **2. Visual Sound Placement Cues:** - Rationale: Added visual diagram showing tongue placement for /r/ and /l/; SLP demonstrated mouth position via mirror. - Effectiveness: Maya referenced visual cue independently; some trials showed improved articulation attempt post-visual cue. - Recommendation: Incorporate visual placement diagram as standing cue for future sessions. **3. Increased Reinforcement Frequency (Every 3 Correct Responses):** - Rationale: Game-based /l/ task used point system; reinforcement every 3 correct (vs. every 5 or end-of-session) maintained motivation during drilling phase. - Effectiveness: High engagement noted in card game; fewer off-task behaviors; 85% accuracy on /l/ suggests optimal reinforcement schedule. - Recommendation: Maintain every-3-correct reinforcement schedule; transition to variable ratio (every 4–5 correct) during carryover phase. --- ## DATA ANALYSIS **Trends & Baseline Comparison:** - **/r/ at word level:** 72% current accuracy [baseline accuracy — not provided — verify]. Trend from previous sessions: [improving / plateau / declining — not provided — verify]. 72% indicates emerging production; /w/ substitution pattern persistent but modifiable (responds to models and cueing). - **/l/ word-initial:** 85% current accuracy [baseline — not provided — verify]. Performance approaching mastery threshold [per [verify] literature, 80%+ = mastery-ready for some programs]. Strong trend supports advancement to word-medial /l/ or connected speech in future sessions. **Progress Toward IEP Goals:** - Goal 1 (/r/): [On track / behind / ahead — cannot assess without baseline and target timeline — verify]. Current performance (72%) is [X% change from baseline — not provided — verify]. - Goal 2 (/l/): [On track / behind / ahead — cannot assess without baseline — verify]. High word-initial accuracy (85%) supports readiness for increased complexity (word-medial, connected speech). **Facilitation Effectiveness:** - **Models:** Most effective; required 2–3 models per target. Motor plan accessible with adequate auditory input. - **Verbal/Visual cues:** Moderate effectiveness; useful for reducing model dependency over time. - **Game-based motivation:** Highly effective for /l/ task engagement and accuracy. Drilling without game context showed lower engagement but adequate accuracy; game format recommended for motivation. **Carryover / Generalization [home practice / classroom observations — not provided — verify]:** - [Does parent report Maya using target sounds at home? Does teacher report generalization in classroom? — not provided — verify and add.] --- ## NEXT SESSION PLAN **Date:** [Next appointment — not provided — verify] | **Time:** [Duration — not provided — verify] **Target Sounds & Complexity Progression:** 1. **/r/ word-level:** Continue minimal pair drilling (/r/ vs. /w/); maintain 10-item blocks; reinforce every 3 correct. **Complexity increase:** Introduce /r/ in word-medial position (e.g., "car," "bird," "giraffe") using same drill + game format if engagement needed. Target: Maintain ≥75% accuracy on word-initial; establish baseline on word-medial (aim for ≥60% to begin carryover). 2. **/l/ word-initial:** Progress from picture naming (isolation) to word-initial /l/ in short phrases/sentences (e.g., "The lion is big"). **Complexity increase:** Introduce word-medial /l/ (e.g., "yellow," "elephant") via card game. Target: Maintain ≥85% on word-initial; establish ≥70% on word-medial. **Recommended Activities:** - **Minimal pair drilling:** Continue /r/ vs. /w/ with 10-item blocks; use visual placement cues standing in session. - **Card game (enhanced):** Add word-medial /l/ cards to existing card game; maintain points/reinforcement every 3 correct. - **Phrase-level production:** Introduce carrier phrases for /l/ ("I like...," "I see a...") to transition from word to functional level. - **Home practice:** [Provide parent with word list and simple instructions for daily 10–15 minute practice; recommend game-based format; frequency: 3–4 days/week — not provided but recommend.] **Modifications Planned:** - Maintain 10-item block size for /r/ drilling. - Fade verbal/visual cues as accuracy improves (move toward independent production). - Maintain frequent reinforcement (every 3 correct) through word-medial introduction; transition to variable ratio (every 4–5) as proficiency increases. - [Monitor frustration; switch to game format if drilling engagement drops.] **Progress Monitoring:** - Probe /r/ word-initial accuracy every session (10 items, recorded for trending). - Probe /l/ word-initial + new word-medial accuracy every session. - Formal reassessment: [Per [verify] IEP schedule, e.g., every 30 days or quarterly; recommend 30-day probe given current progress].

Progress & Trend Analysis

**BASELINE & TREND ANALYSIS:** **Accuracy by Target (Current Session vs. Baseline):** - **/r/ word-level: 72% current** - Baseline: [Not supplied — verify from prior notes.] If baseline was 50%, current 72% represents +22 percentage-point improvement and suggests effective intervention response. If baseline was 70%, current 72% suggests minimal weekly progress; trend-line may indicate plateau (monitor). - Trend direction: [Improving / plateau / declining — cannot determine without multi-session data — verify and add.] **- /l/ word-initial: 85% current** - Baseline: [Not supplied — verify.] 85% accuracy is strong; most clinical protocols consider ≥80% mastery-ready at word level. If baseline was 60–70%, current represents significant progress (15–25 percentage-point gain). If baseline was already 85%+, plateau or minimal change (monitor for possible readiness to advance complexity). - Trend direction: [Improving / plateau — verify.] Current high accuracy and strong game-based engagement suggest readiness for complexity increase (word-medial, connected speech). **Comparison to Functional Baselines [verify]:** - If functional baseline for "independent word-level production (no cueing)" is [threshold — verify], compare 72% (/r/) and 85% (/l/) to that threshold. - Example: If functional threshold is 80%, then /l/ is approaching independent use in word-initial contexts; /r/ remains below threshold and requires continued drilling. **IEP Goal Timeline:** - If IEP goal for /r/ is "80% accuracy by [date — not provided — verify]," current 72% is [on track / behind / ahead — cannot assess without timeline — verify]. - If goal for /l/ is "80% accuracy by [date]," current 85% exceeds target; readiness for goal advancement. --- **INTERVENTION RESPONSE & FACILITATION EFFECTIVENESS:** **Model dependency:** Requiring 2–3 models per target indicates emerging motor plan with good auditory-motor coupling. This is appropriate for early therapy but should trend toward independence over 4–8 sessions. [Monitor model dependency; fade models systematically per cueing hierarchy.] **Cueing hierarchy effectiveness:** Visual placement cues showed utility; verbal cues less explicitly quantified [recommend tracking accuracy with/without cue to quantify cue effectiveness]. Cue fading plan should prioritize reducing model dependency and visual cue reliance as independence increases. **Engagement:** Game-based task (/l/ card game) demonstrated significantly higher engagement (20+ minutes, fewer off-task behaviors, 85% accuracy) vs. drill-based task (/r/ minimal pairs, mild frustration noted). **Implication:** Use game or play-based format for sustained engagement; drilling alone may not be optimal for this client. Recommend integrating drilling within game or play contexts for future sessions. --- **PROGRESS TOWARD GOALS:** 1. **Goal 1 (/r/ word-level production with [target — verify] accuracy):** - Current: 72% accuracy, word-level, requires 2–3 models, /w/ substitution pattern present. - Status: [On track / behind / ahead — cannot finalize without baseline, target, and IEP timeline — verify]. If progress trend is +5–10% per week, client is on track. If trend is flat or declining, review facilitation approach or underlying motor/perceptual factors. - Recommendation: Continue minimal pair drilling with visual cues; monitor substitution pattern; plan for word-medial advancement when word-level reaches ≥80% independent (no cueing). 2. **Goal 2 (/l/ word-initial production with [target — verify] accuracy):** - Current: 85% accuracy, word-initial, game-based context, high engagement. - Status: [On track / ahead — likely ahead given high accuracy and engagement]. Readiness for goal advancement to word-medial or connected speech. - Recommendation: Transition to word-medial /l/ and phrase-level carryover; maintain game-based format; plan for integration into conversation within 2–4 sessions if trend continues. --- **GENERALIZATION / CARRYOVER [Not Supplied — Verify]:** - **Classroom carry-over:** [Does teacher report /r/ or /l/ use in classroom? — not provided — verify.] If not observed in classroom, plan environmental consultation or classroom-based practice to facilitate generalization. - **Home practice:** [Does parent report child using targets at home? What is frequency/accuracy at home vs. clinic? — not provided — verify.] If home carryover is absent or minimal, provide parent with word list, simple drill format, and game-based activities to encourage practice and generalization. --- **CLINICAL IMPRESSION & PROGNOSTIC STATEMENT:** Maya demonstrates good response to therapy. /l/ word-initial accuracy (85%) is strong and supports readiness for increased complexity and carryover. /r/ word-level accuracy (72%) is emerging; /w/ substitution pattern is present but modifiable (responds to models and cueing). Model dependency is appropriate for this stage but should fade over time. Game-based engagement is a significant strength; drilling alone appears to produce frustration. With continued intervention using game-based facilitation, visual and verbal cueing, and progress toward independent production, Maya is [likely / moderately / uncertain — based on data trends and prognosis — verify] to achieve IEP goals by [target date — verify]. Monitor substitution pattern and model dependency; plan complexity progression as baselines improve.

Next Session Plan

**NEXT SESSION PLAN** **Session Details:** - **Date/Time:** [Schedule — not provided — verify] - **Duration:** [Minutes — not provided — verify] - **Setting:** [Location — not provided — verify] - **SLP:** [Name — not provided — verify] --- **TARGET SOUNDS & COMPLEXITY PROGRESSION:** **1. /r/ — Complexity Progression:** - **Current level:** Word-initial, minimal pair drill (/r/ vs. /w/), model-dependent (2–3 models per target), 72% accuracy. - **Next level:** - **Weeks 1–2:** Continue word-initial /r/ minimal pair drilling; reduce models from 2–3 to 1–2 per trial (cueing hierarchy fade). - **Week 3–4:** Introduce word-medial /r/ (e.g., "car," "bird," "giraffe," "pirate") using same minimal pair drill format (if word-initial improves to ≥75%) or game-based card matching task for engagement. - **Target accuracy for word-initial:** ≥75% by [date — not provided — verify]; ≥60% for word-medial (emerging baseline). - **Cueing plan:** Visual placement cue (diagram + mirror model) standing in session; fade verbal cue ("Say /rrr/") as accuracy improves; models used on 50% of trials (vs. 100% currently) by end of next session. **2. /l/ — Complexity Progression:** - **Current level:** Word-initial (/l/ in picture naming, card game context), 85% accuracy, high engagement. - **Next level:** - **Weeks 1–2:** Maintain word-initial /l/ card game; add 3–4 new word-initial cards (e.g., "ladder," "lollipop," "lunch") for variety and reinforcement of strong skill. - **Weeks 2–3:** Introduce word-medial /l/ (e.g., "yellow," "balloon," "elephant," "milk") via card game or rhyming activities (e.g., "seal/peal," "mail/pail"). - **Weeks 3–4:** Introduce /l/ in carrier phrases ("I like...," "I see a..." + /l/ word) for short phrase-level production. - **Target accuracy:** Maintain ≥85% on word-initial; establish ≥70% on word-medial; ≥60% on phrase-level (emerging). - **Cueing plan:** Minimal cueing needed (currently strong); emphasize independence; use reinforcement (points, game rewards) to motivate higher accuracy on new word-medial stimuli. --- **RECOMMENDED ACTIVITIES FOR NEXT SESSION:** **Activity 1: Minimal Pair Drilling (/r/ vs. /w/)** - **Format:** 10-item block (per client tolerance and effectiveness noted this session). - **Stimuli:** Continue /r/ vs. /w/ pairs ("run/won," "rake/wake," "ring/wing," etc.); add 2–3 new pairs for novelty. - **Procedure:** SLP presents written stimuli and/or picture cards; client listens to minimal pair contrast; produces target word (imitation on first trial, independent attempt on second trial for same pair if possible). - **Cues:** Visual placement diagram + mirror model for first trial; verbal cue ("Say /rrr/ like a motor") for trial 2 if needed; reduce to minimal cues by end of session. - **Reinforcement:** Points or stickers (every 3 correct → choose preferred activity for 2–3 min at end). **Activity 2: /l/ Card Game (Enhanced with Word-Medial Cards)** - **Format:** Picture card board game (e.g., "Go Fish," "Memory," or custom spinner game). - **Stimuli:** - Word-initial /l/ cards (existing from current session) + 3–4 new cards ("ladder," "lollipop," "lunch"). - New word-medial /l/ cards ("yellow," "balloon," "elephant," "milk," "colorful") — introduce Week 3. - **Procedure:** Maya names picture card, places in game board per game rules, earns points. - **Reinforcement:** Points system (every 3 correct names → earn small reward, token, activity choice). - **Engagement:** High engagement expected based on current session; game format sustains motivation for 20+ minutes. **Activity 3: Phrase-Level /l/ Production (Weeks 3–4)** - **Format:** Carrier phrase + /l/ word (e.g., SLP says "I like..." and client fills in with /l/ word from picture card or word list). - **Stimuli:** Pictures or word cards depicting /l/ words; client produces in carrier phrase. - **Examples:** "I like LION," "I see a LEAF," "The LAMP is yellow." - **Cueing:** Minimal; model carrier phrase first ("I like..."); client produces full phrase. - **Reinforcement:** Continues points/game-based reward system. **Activity 4: Oral Motor Warm-up (Brief, 2–3 min)** - **Routine:** Quick lip/tongue/jaw drills to prepare for /r/ and /l/ production. - **No change from current session:** - Lip circles (clockwise, counterclockwise). - Tongue elevation (touch roof of mouth, extend forward, lateralize). - Jaw stability (open/close, side-to-side). --- **MODIFICATIONS PLANNED FOR NEXT SESSION:** 1. **Continue 10-item drill blocks for /r/:** Maintained effectiveness and engagement; no change needed. 2. **Fade models for /r/:** Reduce from 2–3 models to 1–2 per trial; target <1 model by end of session for 50% of stimuli. 3. **Maintain visual placement cues:** Standing diagram and mirror model; continue to be effective. 4. **Increase reinforcement specificity:** Reinforce every 3 correct for new word-medial /l/ cards; maintain every 3 for existing word-initial (less novelty). 5. **Monitor frustration (e.g., during /r/ drilling):** If frustration returns, shorten block size or switch to game-based /r/ format (e.g., minimal pair card game vs. drill). 6. **Plan home practice:** Provide parent with /r/ and /l/ word lists + simple game instructions ("Play 'Go Fish' with picture cards at home 3–4 days/week for 10–15 minutes") to encourage carryover. --- **CARRYOVER / GENERALIZATION PLANNING:** - **Parent coaching:** Provide parent with word list (word-initial and word-medial /l/, word-initial /r/) + game format instruction sheet; recommend 10–15 min practice 3–4 days/week. - **Classroom consultation:** [Plan to consult with 2nd-grade teacher — verify scheduled or pending.] Provide teacher with brief list of /l/ and /r/ words; request verbal reinforcement during classroom activities (reading, picture description) when child produces targets correctly. - **Generalization goals for next session:** Client uses /l/ word-initial in conversation during session (≥2 spontaneous productions outside structured task); carryover observations from home/classroom (goal: 1+ spontaneous use outside clinic). --- **FORMAL REASSESSMENT:** Scheduled [per IEP / facility protocol — verify frequency, e.g., 30 days]. Next formal probe: [date — not provided — verify]. Interim probes each session for trending.

What to edit for your situation

Swap in your client's name, age, diagnosis, target sounds, and real accuracy numbers. Update the activities, cueing hierarchy, and any session modifications to match what actually happened before you finalize or sign the note.

Human review: SLPs must verify that all accuracy data, goal language, and clinical observations match the actual session record before this note enters any official file or billing system.

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