Microsoft Copilot (copilot.microsoft.com web app, signed-in personal account, Auto mode)
Microsoft · Rank #2 of 6 Plan not verified · PLAN NOT VERIFIED: tested on 2026-10-17 in the Microsoft Copilot web app (copilot.microsoft.com), signed in with a personal Microsoft account in Auto mode with default settings, using the exact task prompts with no system message (the open models got one through the API). Copilot didn't show a plan name, and we couldn't confirm that the account has no Microsoft 365 or Copilot subscription, so we don't count it as a free option or as the best free model. Answers were copied with Copilot's copy button; tables came through as tab-separated text, and the header row sometimes runs into the first row. Our copy of the evaluation-report template shows its second half as unrendered Markdown run together, an artifact of the copy button, which we did not count against it. source
4.8/5 overall Best: Social pragmatics
Plan (not verified): Microsoft offers a limited free version of Copilot, subject to capacity and usage limits; Microsoft 365 Personal, Family, Premium and Pro subscriptions add more usage. Copilot didn't show a plan name, and we couldn't confirm whether our test account has a Microsoft 365 subscription. It hit a daily usage limit once during testing (it reset at 5:00 PM PT), which fits the free version, but we haven't verified it. source
Privacy: Microsoft saves signed-in Copilot conversations by default (you can delete them), and its Copilot privacy FAQ says conversations from signed-in personal accounts may be used to train its AI models unless you opt out under Privacy in Copilot's settings. Never paste student names or personal info. source
Scores by task
| Task | Accuracy | Clinical soundness | Therapy | SLP specificity | Format | Avg |
|---|---|---|---|---|---|---|
| Articulation /r/ activity | 5 | 5 | 4 | 5 | 5 | 4.8 |
| /s/-blend word list | 4 | 5 | 5 | 4 | 5 | 4.6 |
| Expressive language IEP goals | 5 | 4 | 5 | 4 | 5 | 4.6 |
| Progress-note template | 5 | 5 | 5 | 5 | 5 | 5.0 |
| Social pragmatics lesson | 5 | 5 | 5 | 5 | 5 | 5.0 |
| AAC core-word plan | 5 | 5 | 4 | 5 | 5 | 4.8 |
| Fluency session plan | 4 | 5 | 5 | 5 | 5 | 4.8 |
| Phonological awareness quiz | 4 | 5 | 5 | 4 | 5 | 4.6 |
| Sound development parent handout | 5 | 5 | 5 | 5 | 5 | 5.0 |
| Evaluation summary template | 5 | 5 | 5 | 4 | 5 | 4.8 |
| Average | 4.7 | 4.9 | 4.8 | 4.6 | 5.0 | 4.8 |
Every output
Articulation /r/ activity 4.8/5
Why: All 20 words have the 'er' vowel in the stated position: initial (early, earn, earth, earthquake, urgent), medial (bird, turtle, purple, circle, birthday, thirsty, person, turkey, perfect, dirty) and final (teacher, sister, brother, mother, summer). Timing adds to 30 min, with correct accuracy math, I/V/M cue codes and a home-practice idea. The board-game rules are muddled ('correct word = move stays', an even/odd-space rule added on top).
Prompt
Create a 30-minute small-group articulation activity for 3 second-grade students working on vocalic /r/ ("er" as in bird, her, teacher) at the word and phrase level. Include a target word list of 20 words sorted by position (initial, medial, final), a game that needs only paper and a die, data-collection instructions (trials and accuracy), and one home-practice idea for families. Use only real words that actually contain the target sound.Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:24 · raw JSON
Full output (unedited)
Microsoft Copilot
30-Minute Small-Group Articulation Activity
Target Sound: Vocalic /r/ ("er" as in bird, her, teacher)
Group: 3 second-grade students
Level: Word and phrase level
Materials: Paper, pencil, 1 die
Goal
Students will accurately produce vocalic /r/ ("er") in words and short phrases during structured practice and a game.
Target Word List (20 Words)
Initial Position ("er" at the beginning)
early
earn
earth
earthquake
urgent
Medial Position ("er" in the middle)
bird
turtle
purple
circle
birthday
thirsty
person
turkey
perfect
dirty
Final Position ("er" at the end)
teacher
sister
brother
mother
summer
Session Plan (30 Minutes)
1. Warm-Up Review (5 Minutes)
Briefly remind students:
Lips relaxed
Tongue pulled back/up for the /r/ sound
Strong "er" sound, not "uh"
Model and practice each position:
Initial: earth, early
Medial: bird, turtle
Final: teacher, summer
Have each student say 2 practice words.
2. Word-to-Phrase Practice (10 Minutes)
Present each target word and have students produce it in a short phrase.
Examples:
early → "early morning"
earn → "earn points"
earth → "the Earth"
bird → "little bird"
purple → "purple shirt"
thirsty → "very thirsty"
teacher → "my teacher"
sister → "big sister"
summer → "hot summer"
Practice Format
Student says the word 3 times.
Student says a phrase using the word 1 time.
Move to the next student.
This gives frequent repetitions while keeping engagement high.
3. Game: Roll-and-Reach Race (12 Minutes)
Setup
Draw a simple path of 30 boxes on a sheet of paper.
Example:
START □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ □ FINISH
Place the numbered target-word lists nearby.
How to Play
Students take turns rolling the die.
Move that many spaces.
Draw a word card list on paper or simply number the 20 words.
The clinician selects a target word.
Production Requirements
Correct word = move stays.
Correct phrase = earn 1 bonus space.
If production is incorrect, provide a model and have the student repeat.
Challenge Option
If a student lands on:
Even number space: say the word.
Odd number space: say the word in a phrase.
The first student to reach the finish wins.
Data Collection
Trial Opportunities
Aim for 20 trials per student.
Suggested breakdown:
10 word-level productions
10 phrase-level productions
Accuracy Recording Sheet
Student Trial Opportunities Correct Incorrect AccuracyStudent 1 20 ___ ___ ___%
Student 2 20 ___ ___ ___%
Student 3 20 ___ ___ ___%
Accuracy Calculation
Accuracy % = (Correct Productions ÷ Total Trials) × 100
Example:
16 correct out of 20 trials
16 ÷ 20 = 0.80
Accuracy = 80%
Cueing Notes
Record:
I = Independent
V = Verbal cue
M = Model provided
Example:
bird (I)
teacher (V)
thirsty (M)
4. Quick Wrap-Up (3 Minutes)
Have each student choose:
1 easiest word
1 hardest word
Then say each word in a phrase before leaving.
Home Practice Idea for Families
“Find and Say 5”
During a car ride, walk, or bedtime routine, have the child practice five target words.
Example list:
bird
purple
thirsty
teacher
summer
For each word:
Say the word 3 times.
Use it in a short phrase.
Example:
"bird, bird, bird"
"I see a bird."
Goal: About 2-3 minutes of practice, 3 times per week. This keeps practice short and successful while increasing accurate vocalic /r/ productions.
/s/-blend word list 4.6/5
Why: Right counts (10 /st/, 10 /sp/, 5 /sn/, 5 /sm/), all real words, and 6 carrier sentences. 'Street' starts with the three-sound cluster /str/, harder than the two-sound blend asked for; 'spell', 'speed' and 'small' aren't really picturable; and 's'more' is spelled 'smore'.
Prompt
Write a list of 30 real, picturable words for a kindergarten-1st grade student working on initial /s/-blends: 10 with /st/, 10 with /sp/, 10 with /sn/ or /sm/ (5 each). Then write 6 short carrier sentences that use those words. Double-check that every word starts with the stated blend.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:25 · raw JSON
Full output (unedited)
Microsoft Copilot I double-checked that every word begins with the target blend. /st/ Words (10) star stem step stick sting stool stone stop stove street /sp/ Words (10) space spade spark speaker speed spell spider spin spoon spot /sn/ Words (5) snail snake snap snack snow /sm/ Words (5) small smile smoke smore smoothie Carrier Sentences I see a star. Look at the spider. I found a stone. The snake is long. I have a spoon. I see a smile.
Expressive language IEP goals 4.6/5
Why: Four goals with condition, behavior, criterion and measurement, an objective under each, and [Student]/[date] blanks, targeting sentence length, conjunctions, story retell and narrative sequencing. Goals 3 and 4 overlap (both narrative), and both pair a counted target ('at least 4 story elements') with '80% accuracy', which is hard to measure as written.
Prompt
Write 4 measurable annual IEP goals for a 4th-grade student with an expressive language disorder (short, simple sentences; limited use of conjunctions; difficulty retelling stories). Each goal should state the condition, the observable behavior, the criterion (accuracy and number of sessions or probes), and how it will be measured. Leave blanks like [Student] and [date] instead of names. Add one short-term objective under each goal.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:26 · raw JSON
Full output (unedited)
Microsoft Copilot Below are four measurable annual IEP goals written for a 4th-grade student with an expressive language disorder. Each goal includes the condition, observable behavior, criterion, measurement method, and one short-term objective. Goal 1: Sentence Expansion Annual Goal: By [date], given a visual prompt, picture, or classroom topic, [Student] will verbally produce complete sentences containing at least 6 words with appropriate grammar and meaning in 80% of opportunities across 3 consecutive therapy sessions, as measured by speech-language pathologist (SLP) data collection and language samples. Short-Term Objective: Given a visual prompt, [Student] will verbally produce complete sentences containing at least 4 words in 80% of opportunities across 2 consecutive sessions, as measured by SLP data collection. Goal 2: Use of Conjunctions Annual Goal: By [date], given a picture, story, or conversation task, [Student] will use age-appropriate conjunctions (e.g., and, but, because, so) to combine two related ideas into one sentence in 80% of opportunities across 3 consecutive therapy sessions, as measured by SLP observation and language sample analysis. Short-Term Objective: Given sentence-combining activities, [Student] will use the conjunction and to connect two related ideas in 4 out of 5 opportunities across 2 consecutive sessions, as measured by SLP data collection. Goal 3: Story Retell Annual Goal: By [date], after listening to or reading a grade-level story, [Student] will retell the story including at least 4 key story elements (characters, setting, problem, events, solution) in the correct sequence with 80% accuracy across 3 consecutive probes, as measured by retell rubrics and SLP data collection. Short-Term Objective: After listening to a short story, [Student] will identify and verbally retell 3 key story elements with 80% accuracy across 2 consecutive probes, as measured by SLP data collection. Goal 4: Narrative Language Organization Annual Goal: By [date], given a sequence of 4–6 pictures or a personal experience prompt, [Student] will verbally generate a narrative containing a beginning, middle, and end and at least 3 sequential transition words (e.g., first, next, then, finally) with 80% accuracy across 3 consecutive probes, as measured by SLP narrative rubrics and language samples. Short-Term Objective: Given a sequence of pictures, [Student] will use at least 2 transition words to describe events in order with 80% accuracy across 2 consecutive probes, as measured by SLP data collection.
Progress-note template 5.0/5
Why: Complete reusable template: student and service fields, goal, baseline, current data with date, data source and support level, an M/SP/IP/NYI legend, narrative comments, and three example narratives using only placeholders. We found no errors.
Prompt
Create a fill-in-the-blank quarterly IEP progress report template a school SLP can reuse for any student on their caseload. Include blanks for goal text, baseline, current performance data, progress code (with a short legend such as Mastered / Sufficient progress / Insufficient progress / Not yet introduced), and narrative comments, plus 3 example narrative sentences written with placeholders like [Student]. Do not include any real or made-up student names.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:26 · raw JSON
Full output (unedited)
Microsoft Copilot Below is a reusable quarterly IEP progress report template designed for school-based Speech-Language Pathologists. It can be copied into a document, student information system, or IEP software and reused for any student. Quarterly IEP Progress Report Speech-Language Pathology Student: ____________________________ Grade: __________ Reporting Period: ____________________________ IEP Date: ____________________________ Service Area: Speech-Language Pathology SLP: ____________________________ Goal 1 IEP Goal Text: Baseline Performance: Current Performance Data: Progress monitoring date(s): _______________________________ Data collected: ___________________________________________ Accuracy/percentage/frequency: ____________________________ Setting/support level: ___________________________________ Progress Code: _______ Progress Code Legend M = Mastered SP = Sufficient Progress IP = Insufficient Progress NYI = Not Yet Introduced Narrative Comments: Goal 2 IEP Goal Text: Baseline Performance: Current Performance Data: Progress monitoring date(s): _______________________________ Data collected: ___________________________________________ Accuracy/percentage/frequency: ____________________________ Setting/support level: ___________________________________ Progress Code: _______ Narrative Comments: Goal 3 IEP Goal Text: Baseline Performance: Current Performance Data: Progress monitoring date(s): _______________________________ Data collected: ___________________________________________ Accuracy/percentage/frequency: ____________________________ Setting/support level: ___________________________________ Progress Code: _______ Narrative Comments: Additional Comments (Optional) Areas of strength: Areas needing continued support: Recommendations for next reporting period: Example Narrative Statements "[Student] demonstrated improvement toward this goal during the reporting period, increasing performance from [Baseline]% accuracy to [Current]% accuracy across [Number] data collection opportunities with [Level of Support]." "[Student] continues to make sufficient progress toward mastery of this goal and currently demonstrates the target skill in [Setting] with [Cueing Level]. Continued intervention is recommended to improve consistency across environments." "[Student] has demonstrated limited progress toward this goal during this reporting period. Performance averaged [Current Data], and additional instruction, practice, and support will be provided during the next reporting period."
Social pragmatics lesson 5.0/5
Why: Timing adds to exactly 30 min; a 'Conversation Chain' warm-up, a 'Topic Tracker Road' visual described in words, three realistic middle-school role-plays, a 5-level prompt hierarchy with a fading plan and wait time, and a data sheet with prompt codes. It says eye contact isn't required and welcomes AAC, gestures and writing. We found no errors.
Prompt
Plan a 30-minute social communication group session for three 6th graders working on conversational turn-taking and staying on topic. Include a warm-up, a structured activity with visual supports described in words, 3 role-play scenarios appropriate for middle school, how the SLP will prompt and fade cues, and a simple data sheet layout. Use a neurodiversity-affirming tone (do not frame eye contact as required).
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:27 · raw JSON
Full output (unedited)
Microsoft Copilot 30-Minute Social Communication Group Session Group: Three 6th-grade students Target Skills: Conversational turn-taking and staying on topic Approach: Neurodiversity-affirming, strengths-based, and supportive of diverse communication styles. Students may engage through spoken language, gestures, AAC, writing, or other preferred communication methods. Eye contact is not required for successful participation. Session Objectives Students will: Participate in reciprocal conversations by taking turns appropriately. Maintain a shared conversational topic across multiple exchanges. Use strategies to repair conversations when the topic shifts unexpectedly. Materials Visual conversation supports (described below) Topic cards Whiteboard or paper Tokens, check marks, or stickers (optional) 1. Warm-Up: "Conversation Chain" (5 minutes) Procedure Students sit in a circle. The first student shares a brief response to a prompt such as: What's something you've enjoyed this week? What's a favorite game, hobby, or activity? What's something you're looking forward to? The next student: Comments on what was shared. Asks a related question. The third student responds and adds a related idea. Visual Support Display a visual titled "Conversation Recipe": Listen Comment Ask Share Example: "I watched a soccer game." "That sounds fun. Who was playing?" "My cousin plays soccer too." SLP Support Prompt as needed: "Whose turn is next?" "Can you add something connected to what was just said?" "What question could help keep the conversation going?" 2. Structured Activity: "Stay on Topic Challenge" (15 minutes) Visual Support (Described in Words) Create a visual called "Topic Tracker Road." Draw: A large circle labeled Current Topic Three connected boxes labeled: Related Question Related Comment Related Experience An arrow connecting each box to show the conversation moving forward Off to one side, draw a separate cloud labeled: Different Topic Explain: "When our comments connect to the shared topic, we stay on the road together. Sometimes our brains make connections that lead somewhere else. If that happens, we can notice it and decide whether to return to the shared topic or intentionally start a new one." Activity Directions Each student selects a topic card. Sample topics: Favorite school subjects School clubs Video games Weekend activities Sports Music Favorite movies Pets Students work together to keep the topic going for 6-8 conversational turns. When someone contributes: Group decides whether the comment stayed connected to the shared topic. If the topic shifts, students practice conversation repair. Conversation Repair Scripts Teach simple options: "How does that connect to our topic?" "Can we bring it back to ___?" "That reminds me of something related..." "Should we start a new topic or stay with this one?" 3. Role-Play Scenarios (8 minutes) Scenario 1: Planning Lunch With Friends Students are discussing where to sit and what they hope is on the lunch menu. Targets Taking turns Asking follow-up questions Building on others' comments Possible Extensions Someone introduces an unrelated topic and peers practice bringing the conversation back. Scenario 2: Working on a Science Project Students need to divide responsibilities for a group assignment. Targets Staying focused on a shared goal Responding to classmates' ideas Encouraging balanced participation Practice Language "What do you think?" "Building on your idea..." "Who wants the next turn?" Scenario 3: Waiting Before Class Starts Students are chatting about weekend plans before the teacher arrives. Targets Maintaining a topic for multiple exchanges Asking relevant questions Sharing related experiences Challenge Maintain one topic for at least five connected conversational turns. SLP Prompting and Cue Fading Level 1: Direct Support SLP provides explicit instruction and models. Examples: "Ask a question about what Sam just shared." "Let's think of a related comment." Level 2: Verbal Cue SLP provides a brief reminder. Examples: "What's our topic?" "How could you connect that idea?" Level 3: Visual Cue SLP points to the Topic Tracker visual or conversation steps without speaking. Level 4: Gestural Cue SLP uses a simple gesture such as pointing to the current speaker or the visual support. Level 5: Independent Use Students monitor turn-taking and topic maintenance with minimal adult support. Fading Plan Throughout the session: Model Verbal prompts Visual prompts Gestures only Independent performance The SLP gradually increases wait time and encourages peer-supported problem solving before providing additional cues. Wrap-Up Reflection (2 minutes) Students reflect using a quick rating scale: ✅ = Usually ➖ = Sometimes ⭕ = Still practicing Questions: I took turns during conversations. I helped keep the topic going. I asked a question or made a related comment. I noticed when the topic changed. Optional discussion: "What strategy helped you today?" "What would you like to practice next time?" Simple Data Sheet Date: ____________ Group Members: __________________________ Student Activity Opportunities Appropriate Turn-Taking Stayed on Topic Prompt LevelStudent A Warm-Up ___ ___ ___ I / G / V / VP / M Student A Structured Activity ___ ___ ___ I / G / V / VP / M Student A Role-Play ___ ___ ___ I / G / V / VP / M Student B Warm-Up ___ ___ ___ I / G / V / VP / M Student B Structured Activity ___ ___ ___ I / G / V / VP / M Student B Role-Play ___ ___ ___ I / G / V / VP / M Student C Warm-Up ___ ___ ___ I / G / V / VP / M Student C Structured Activity ___ ___ ___ I / G / V / VP / M Student C Role-Play ___ ___ ___ I / G / V / VP / M Prompt Key I = Independent G = Gesture V = Visual cue VP = Verbal prompt M = Model Notes: This session emphasizes collaborative communication, self-awareness, and flexible conversational problem-solving while honoring different communication styles and ways of demonstrating engagement.
AAC core-word plan 4.8/5
Why: Good core words (GO, STOP, MORE, HELP, LIKE), a clear definition of aided language modeling, natural modeled phrases, an explicit no-prerequisites stance ('don't take away the device'), and a handout for the teacher and para. The data sheet tracks adult models and student attempts. Each word is modeled on only 2 of the 5 days (two words per day), and the sample tally table is filled with example numbers that could be mistaken for data.
Prompt
Write a one-week plan for modeling AAC core vocabulary with a 2nd-grade student who uses a robust symbol-based speech-generating device. Pick 5 core words for the week, explain what aided language modeling is, give 2 classroom routines per day where each word can be modeled, and include a short handout for the classroom teacher and paraprofessional (no device brand required). Do not require the student to show prerequisite skills before getting access.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:28 · raw JSON
Full output (unedited)
Microsoft Copilot Below is a practical one-week AAC core vocabulary modeling plan for a 2nd-grade student who uses a robust symbol-based speech-generating device (SGD). The plan assumes the student has full access to their AAC system throughout the day and does not require demonstrating any prerequisite skills before receiving access to communication supports. AAC Core Vocabulary Modeling Plan (1 Week) Student Profile Grade: 2nd grade Communication: Robust symbol-based speech-generating device Goal: Increase exposure to, understanding of, and opportunities to use core vocabulary through aided language modeling across natural classroom activities Approach: Presume competence and provide access to AAC at all times What Is Aided Language Modeling? Aided Language Modeling (also called aided language stimulation) is when communication partners speak naturally while simultaneously selecting symbols on the student's AAC device. The adult is not testing the student or requiring imitation. Instead, the adult demonstrates how language can be expressed using the AAC system. For example, during cleanup, the teacher might say: "We put the markers away." While speaking, the teacher selects the symbol for PUT on the student's AAC system. Just as children learn spoken language by hearing it thousands of times before speaking it, AAC users benefit from seeing symbols modeled repeatedly in meaningful situations before being expected to use them independently. Key Modeling Guidelines Model more than you question. Do not require the student to repeat or imitate. Keep speech natural. Model 1-3 words at a time. Honor all communication attempts. Provide access to the AAC system all day. Assume understanding is developing even when expressive use is limited. Core Words for the Week GO STOP MORE HELP LIKE These words are highly versatile and can be used across academic, social, and classroom contexts. Monday Focus Word: GO Routine 1: Morning Arrival Model: "Time to go inside." "Let's go to our seat." "We go to breakfast." Routine 2: Transition to Specials or Recess Model: "We go to PE." "Class, let's go." "Go with your partner." Additional Opportunities Line up Moving between centers Starting activities Focus Word: MORE Routine 1: Snack Model: "Do you want more crackers?" "I have more juice." "You can get more if you're hungry." Routine 2: Read-Aloud Model: "Let's read more." "One more page." "We want more of the story." Tuesday Focus Word: STOP Routine 1: Hallway Walking Model: "Stop at the door." "We stop and wait." "The line will stop here." Routine 2: Classroom Games Model: "Stop when the music stops." "Ready, go... now stop." "Cars stop at the red light." Additional Opportunities Safety routines End of an activity Freeze dance Focus Word: HELP Routine 1: Independent Work Model: "I need help." "Can someone help me?" "Teacher can help." Routine 2: Art Activity Model: "Need help opening that?" "I'll help you." "Friends can help each other." Wednesday Focus Word: LIKE Routine 1: Morning Meeting Model: "I like soccer." "You like dinosaurs." "We like different things." Routine 2: Lunch Model: "I like pizza." "Do you like apples?" "You like chocolate milk." Additional Opportunities Opinion writing Sharing time Social conversations Focus Word: MORE Routine 1: Small Group Instruction Model: "One more problem." "Let's do more reading." Routine 2: Recess Model: "Want more swings?" "Let's play more." Thursday Focus Word: GO Routine 1: Science Activity Model: "Let's go explore." "The water will go down." "The car can go fast." Routine 2: Centers Model: "You can go to the math center." "Where should we go next?" Focus Word: HELP Routine 1: Writing Workshop Model: "I need help spelling." "Ask for help if needed." Routine 2: Technology Time Model: "Need help with the computer?" "Someone can help." Friday Focus Word: LIKE Routine 1: Weekly Reflection Model: "I like reading." "I like recess." "What did we like this week?" Routine 2: Choice Time Model: "I like blocks." "You like drawing." "We like games." Focus Word: STOP Routine 1: Cleanup Model: "Stop working." "Stop and clean up." "Time to stop." Routine 2: End-of-Day Routine Model: "Stop at your cubby." "We stop and listen." "The day will stop soon." Weekly Data Collection (Optional) Focus on communication opportunities rather than correct responses. Track: Number of times adults modeled target words Contexts in which modeling occurred Student communication attempts (spoken, gestural, AAC, facial expression, approximation, etc.) Example: Day GO STOP MORE HELP LIKEMon 12 3 10 2 1 Tue 5 11 4 9 2 Wed 4 2 8 5 10 Thu 9 3 2 11 4 Fri 2 8 3 2 10 Quick Handout for Teacher and Paraprofessional AAC Modeling Reminders What To Do ✅ Keep the AAC system available all day. ✅ Model words on the student's device while speaking. ✅ Use natural activities and routines. ✅ Accept all communication attempts. ✅ Pause briefly after modeling to allow participation. ✅ Model frequently without expecting imitation. What To Avoid ❌ Don't take away the device for "misuse." ❌ Don't require matching, requesting, pointing, or other prerequisite skills before access. ❌ Don't make the student prove readiness before using AAC. ❌ Don't turn AAC into a test with constant quizzing. ❌ Don't require eye contact before communication. Easy Modeling Formula Talk + Touch a Symbol + Keep Moving Example: "Need HELP?" (touch HELP) "Let's GO." (touch GO) "Want MORE?" (touch MORE) Remember The goal is not perfect production. The goal is language exposure. Students learning AAC need many meaningful examples of language used on their system before they are expected to use words independently. Presume competence, provide access, and model throughout the day.
Fluency session plan 4.8/5
Why: Goals for technique and communication attitudes, a student-friendly car analogy, a reporter game that praises strategy use over fluency, timing that adds to 30 min, and a teacher guide that says not to tell the student to slow down, relax or take a breath. Its easy-onset examples ('aaaaapple', 'Aaaalligator') model a stretched vowel, which is closer to prolonged speech than a gentle voice onset.
Prompt
Write a 30-minute therapy session plan for a 5th-grade student who stutters. Include goals that address both fluency-shaping or stuttering-modification techniques and communication attitudes, a description of one technique (such as easy onset or pull-outs) explained in student-friendly language, an activity that practices it, and a short guide for the classroom teacher on how to respond when the student stutters. Avoid telling the student to 'slow down' or 'take a breath' as advice from listeners.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:28 · raw JSON
Full output (unedited)
Microsoft Copilot 30-Minute Speech Therapy Session Plan Student: 5th Grade Student Who Stutters Session Length: 30 Minutes Session Goals Fluency/Stuttering Management Goal The student will use a taught stuttering-management technique (easy onset or pull-out) during structured speaking tasks in at least 4 out of 5 opportunities with clinician support. Communication Attitudes Goal The student will identify and practice one positive communication belief (for example, "I can still share my ideas even if I stutter") and participate in speaking tasks with confidence and willingness to communicate. Session Outline (30 Minutes) 1. Check-In and Confidence Rating (5 minutes) Purpose: Build awareness of communication attitudes. Ask the student to rate how they are feeling about talking today on a scale of 1-5. Brief discussion: "What is something you talked about this week?" "What went well when you were talking?" Reinforce the message that successful communication means sharing ideas, not speaking perfectly. 2. Teach/Review Technique: Easy Onset (5 minutes) Student-Friendly Explanation "Sometimes our voice starts like a car that suddenly jumps forward. Easy onset means we let our voice start gently, like slowly pushing the gas pedal instead of stomping on it. We begin the sound smoothly and easily, especially on words that start with a vowel sound." Examples "apple" → gentle "aaaaapple" "open" → gentle "ooooopen" Model several examples and have the student imitate. 3. Technique Practice Activity: "Mission Impossible Reporter" (10 minutes) Materials Picture cards, interesting photos, or topic cards Activity The student becomes a reporter who must describe pictures and gather "news stories." Progression: Practice easy onset on single words. Practice in short phrases. Practice in complete sentences. Practice answering simple interview questions. Examples: "Aaaalligator in the water." "Oooour class went outside." "I think the animal is hiding." Provide praise for strategy use rather than fluency alone: "Nice gentle start." "I noticed you remembered your easy onset." "Great job sharing your idea." 4. Communication Attitude Activity: "Strong Speaker Thoughts" (5 minutes) Read statements and discuss whether they are helpful or unhelpful: "People can understand me even if I stutter." "My ideas are important." "Everyone gets stuck sometimes." "I should stop talking if I stutter." Have the student choose one positive statement to practice saying aloud. Optional reflection: "What's something you're proud of about your talking today?" 5. Wrap-Up and Home/Classroom Connection (5 minutes) Review: What is easy onset? When might you use it? Set a simple goal: "Use one easy onset when answering a question in class." End with a confidence rating and compare it to the beginning of the session. Classroom Teacher Guide: Responding to Stuttering Helpful Responses Maintain natural eye contact. Allow the student time to finish their message. Listen to the content of what the student is saying. Respond to the student's ideas rather than to the stuttering. Use a calm, patient speaking style. Acknowledge communication success and classroom participation. Examples "Thanks for sharing that idea." "That's an interesting point." "Tell me more about that." Avoid Finishing the student's sentences. Interrupting or rushing the student. Asking the student to "slow down," "relax," or "take a breath." Drawing unnecessary attention to moments of stuttering in front of peers. Requiring the student to repeat an answer solely because of the stutter if the message was understood. Key Message The goal is to create a classroom where the student feels comfortable communicating. Supportive listeners focus on the student's message, give adequate time to speak, and reinforce participation and confidence.
Phonological awareness quiz 4.6/5
Why: All 10 keyed answers are correct (yes, yes, no; /f/, /b/, /m/; 2 and 3 syllables; sun, map), with a scoring line. Blending items are written /s/-/u/-/n/ and /m/-/a/-/p/; in IPA /u/ is the 'oo' vowel and /a/ the 'ah' vowel, so read literally they're 'soon' and 'mop'. Rhyme items are yes/no, so half can be guessed.
Prompt
Create a 10-item phonological awareness screening probe for a first grader that an SLP can read aloud: 3 rhyme items, 3 initial-sound isolation items, 2 syllable-counting items and 2 phoneme-blending items. Provide an answer key with the correct response for each item and a simple scoring line. Make sure every keyed answer is correct.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:28 · raw JSON
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Microsoft Copilot First Grade Phonological Awareness Screening Probe (10 Items) Directions for Examiner (SLP): Read each item aloud exactly as written. Allow the student to respond orally. Score 1 point for each correct response. Rhyme (3 items) 1. Do these words rhyme: cat - hat? Student response: __________ 2. Do these words rhyme: sun - run? Student response: __________ 3. Do these words rhyme: book - tree? Student response: __________ Initial-Sound Isolation (3 items) 4. What is the first sound in fish? Student response: __________ 5. What is the first sound in ball? Student response: __________ 6. What is the first sound in moon? Student response: __________ Syllable Counting (2 items) 7. How many syllables are in apple? Student response: __________ 8. How many syllables are in banana? Student response: __________ Phoneme Blending (2 items) 9. What word do these sounds make: /s/ - /u/ - /n/? Student response: __________ 10. What word do these sounds make: /m/ - /a/ - /p/? Student response: __________ Answer Key Item Correct Response1 Yes 2 Yes 3 No 4 /f/ 5 /b/ 6 /m/ 7 2 8 3 9 sun 10 map Scoring Total Correct: _____ / 10 Percent Correct: _____ % Notes: _______________________________________________
Sound development parent handout 5.0/5
Why: Age groups match Crowe & McLeod (2020), the U.S. review it cites (p, b, m, n, h, w, d earliest; r and the 'th' sounds last), and it also cites McLeod & Crowe (2018) and ASHA, says norms vary by source, uses plain language and gives clear 'when to contact the SLP' signs. We found no errors.
Prompt
Write a one-page parent handout explaining typical ages of speech sound development for English (for example /p, b, m/ early, /s, r, th/ later) and when to ask the school SLP about concerns. Cite which research or organization the age ranges come from (for example, ASHA or a named study) and note that norms vary by source. Keep it at about a 6th-grade reading level.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:28 · raw JSON
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Microsoft Copilot Understanding Speech Sound Development: A Parent Guide Children learn speech sounds over many years. Some sounds, such as/p/, /b/, and /m/, are usually learned early. Others, such as/r/,/th/, and some speech blends, often develop later. Every child is different, and speech sound development happens gradually. Typical Ages for Learning English Speech Sounds The chart below shows the approximate age by which most children correctly produce these sounds. These age ranges are based primarily on research reviews by Crowe & McLeod (2020) and McLeod & Crowe (2018) and are commonly used by speech-language pathologists. Norms vary somewhat across studies and references. Early Sounds (usually by age 2-3) /p/, /b/, /m/ /n/, /h/, /w/ /d/ Examples: pop, baby, mom, no, hat, we, dog Developing Around Age 3-4 /t/, /k/, /g/ /f/ /y/ (as in yes) Final-ng (as in sing) Examples: top, cat, go, fish, yes, sing Developing Around Age 4-5 /v/ /s/, /z/ /sh/, /ch/, /j/ (as in jump) /l/ Examples: van, sun, zoo, shoe, chair, jump, leaf Later Sounds (usually by age 5-7) /r/ Voiced and voiceless/th/ (as in this and think) Some consonant blends (such as sp, tr, gr) Examples: red, think, this, tree, grass When Should I Talk With the School SLP? Consider contacting your school's speech-language pathologist if: Your child is hard for family members to understand after age 3. Teachers or other adults frequently have trouble understanding your child after age 4. Your child becomes frustrated when trying to talk. Speech errors are affecting reading, spelling, classroom participation, or friendships. Your child is much older than the expected age range for a sound and still cannot produce it. You notice speech becoming less clear rather than improving over time. You have concerns about speech, language, hearing, or overall communication. Parents know their children best. A Note About Speech Norms Speech sound charts are guides, not strict rules. Different studies may report slightly different ages for learning sounds because they use different methods and groups of children. Researchers and organizations, including the American Speech-Language-Hearing Association (ASHA), emphasize that development occurs within a range and that individual differences are expected. References American Speech-Language-Hearing Association (ASHA). Communication Milestones and Developmental Norms. Crowe, K., & McLeod, S. (2020). Children's English Consonant Acquisition in the United States: A Review. American Journal of Speech-Language Pathology. McLeod, S., & Crowe, K. (2018). Children's Consonant Acquisition in 27 Languages: A Cross-Linguistic Review. American Journal of Speech-Language Pathology. Remember: If you are concerned about your child's speech, it is always appropriate to ask the school SLP, pediatrician, or another speech-language pathologist for guidance. Early support can make a big difference.
Evaluation summary template 4.8/5
Why: Correct mean 100/SD 15 statement, a standard-score interpretation table with a note that publishers vary, clean placeholders for test names, scores, percentiles and confidence intervals, an educational-impact section, an eligibility statement with a blank category and rationale, and recommendations. No percentile guide or exclusionary-factor wording. Our copy shows the second half as unrendered Markdown run together, from Copilot's copy button; we did not count that against it.
Prompt
Create a template for the summary and recommendations section of a school speech-language evaluation report. Include placeholder blanks for standardized test names, standard scores, percentile ranks, and confidence intervals, a sentence explaining that standard scores have a mean of 100 and standard deviation of 15, a short guide to interpreting scores (e.g., which ranges are average or below average), an eligibility statement with blanks, and recommendations. Use only placeholders like [Student] and [Test Name], no real names or invented scores.
Model copilot-web via Microsoft Copilot web app (copilot.microsoft.com), signed-in personal account, Auto mode, default settings; plan not verified · run 2026-10-17 14:29 · Copied with Copilot's copy button; the second half came through as unrendered Markdown run together (copy artifact, not counted against it). · raw JSON
Full output (unedited)
Microsoft Copilot Below is a professional, customizable template for the Summary and Recommendations section of a school speech-language evaluation report. It includes placeholders only, so you can adapt it to individual students and assessment results. Summary of Evaluation Results Student: [Student] Date of Evaluation: [Date] Examiner: [Evaluator] Grade: [Grade] Age: [Age] Background and Assessment Procedures Student] participated in a comprehensive speech-language evaluation to assess current communication skills and determine the need for speech-language services. Information was gathered through review of records, observations, interviews, and administration of standardized and non-standardized assessment measures. The following assessments were administered: * \[Test Name] * \[Test Name] * \[Test Name] * \[Language Sample/Informal Measure] * \[Additional Assessment] ## Standardized Test Results **Interpretation of Standard Scores** Most standardized language assessments use a **mean (average) score of 100 and a standard deviation of 15**. Scores that fall near 100 are considered average when compared to same-age peers. ### General Guide for Interpreting Standard Scores | Standard Score Range | Interpretation | | -------------------- | --------------------------- | | 130 and above | Very Superior | | 120-129 | Superior | | 110-119 | High Average | | 90-109 | Average | | 80-89 | Low Average | | 70-79 | Below Average | | 69 and below | Significantly Below Average | *Interpretation may vary slightly depending on the assessment publisher's guidelines.* ### Test Results | Assessment | Standard Score | Percentile Rank | Confidence Interval | Interpretation | | ------------ | ----------------- | ------------------ | ---------------------- | ----------------- | | \[Test Name] | \[Standard Score] | \[Percentile Rank] | \[Confidence Interval] | \[Interpretation] | | \[Test Name] | \[Standard Score] | \[Percentile Rank] | \[Confidence Interval] | \[Interpretation] | | \[Test Name] | \[Standard Score] | \[Percentile Rank] | \[Confidence Interval] | \[Interpretation] | | \[Test Name] | \[Standard Score] | \[Percentile Rank] | \[Confidence Interval] | \[Interpretation] | ## Summary Results of the evaluation indicate that \[Student] demonstrated strengths in \[areas of strength]. Areas of concern include \[areas of need]. On the **\[Test Name]**, \[Student] earned a standard score of **\[Standard Score]**, which falls within the **\[Interpretation]** range and corresponds to the **\[Percentile Rank]** percentile (confidence interval: **\[Confidence Interval]**). On the **\[Test Name]**, \[Student] earned a standard score of **\[Standard Score]**, which falls within the **\[Interpretation]** range and corresponds to the **\[Percentile Rank]** percentile (confidence interval: **\[Confidence Interval]**). Additional assessment information, including observations, language sample analysis, teacher input, and classroom performance, revealed \[summary of functional communication performance]. Based on the evaluation results, \[Student]'s communication skills are \[description of overall performance] when compared to same-age peers. ## Educational Impact Statement The identified communication difficulties may affect \[Student]'s ability to: * \[Educational impact area] * \[Educational impact area] * \[Educational impact area] * \[Classroom participation concern] These challenges may impact access to and progress in the general education curriculum. ## Eligibility Statement Based on the results of this evaluation, review of educational data, and consideration of state and district eligibility criteria, it is the opinion of the evaluation team that: ☐ \[Student] **does meet** eligibility criteria for speech-language services under the category of **\[Eligibility Category]**. ☐ \[Student] **does not meet** eligibility criteria for speech-language services under the category of **\[Eligibility Category]**. Rationale: \[Eligibility rationale summarizing assessment findings, adverse educational impact, and need for specialized services.] ## Recommendations Based on evaluation findings, the following recommendations are suggested: 1. Consider speech-language services targeting: * \[Goal Area] * \[Goal Area] * \[Goal Area] 2. Implement classroom accommodations such as: * \[Accommodation] * \[Accommodation] * \[Accommodation] 3. Provide opportunities for: * \[Practice activity] * \[Communication support] * \[Peer interaction support] 4. Monitor progress in: * \[Area] * \[Area] * \[Area] 5. Consult and collaborate with educational staff regarding: * \[Support strategy] * \[Support strategy] 6. Reassess communication skills as needed to monitor growth and educational impact. ## Closing Statement Evaluation findings should be considered in combination with classroom performance, teacher reports, parent/guardian input, observations, and other relevant educational data when making educational programming and eligibility decisions for \[Student].