AI-assisted ORF assessment workflow for busy literacy teams

Reading fluencywith AI-assisted scoring.

ReadingFluency.app gives teachers one calm, organized place to launch assessments, use AI-assisted or manual scoring, measure Oral Reading Fluency (ORF), review recordings, and track WCPM, accuracy, and growth across the year.

See workflow
Benchmark 1:1 or the whole class
AI-assisted scoring with manual override
Track growth without spreadsheet cleanup
Assessment setup
Under 30s

Choose a passage, assess 1:1 or create a room.

Teacher workflow
One place

Passages, scoring, notes, and exports stay together.

Languages supported
4 live

English, Spanish, French, and Mandarin support today.

Group reading session
492 105
18
Students
7
Done
Active roster
Maya C.
Submitted
Jordan L.
Reading
Sofia R.
Submitted
Ava P.
Waiting
Eli B.
Waiting
Playback and auto-marked review
Onceuponatime,inaforestfaraway,therelivedasmallrabbitnamedHopper.
Hopperlovedtojumphighintotheair.
Maya Chen
Submitted
94% accuracy
112 WPM
AI analysis ready

One substitution and one skipped word were flagged so the teacher can verify quickly.

Simple teacher access

Launch assessments quickly with teacher-friendly login and setup.

District-aware privacy

Student data stays organized without exposing more than the workflow needs.

Built for school devices

Comfortable on Chromebooks, iPads, and the mixed-device reality of classrooms.

Multilingual by design

English, Spanish, French, and Mandarin fit the same workflow instead of branching off.

Assessment Builder

Bring your own passages or generate new ones.

Paste your own reading materials from your curriculum, colleagues, or Teachers Pay Teachers. Or, use the built-in AI to generate classroom-ready text for any grade level.

  • No more printing worksheets or manually tallying words.
  • Language & grade level selectors align pacing with your roster.
  • Supports English, Mandarin, Spanish, and French.
Nature, space, history...
Drop benchmark CSV here
Generate Passage
Passage Library

Keep every passage organized for the next window.

Filter for grade, language, and tags. Use CSV import for district benchmark packets and emphasize bulk actions for rapid setup.

  • Search, tag, and grade filters.
  • CSV import drops in bundles of benchmark passages.
  • Drag-and-drop imports for entire grade levels.
cover
The Whispering Woods
FictionGr 3
cover
A Journey to Mars
ScienceGr 5
cover
The Great Wall
HistoryGr 6
cover
Ocean Wonders
NatureGr 4
Live Sessions

Host live or remote sessions with absolute privacy.

No student accounts needed—just a room code. Launch a session, monitor live reading progress, and manually mark submissions or toggle AI for instant, 10x more efficient scoring.

  • Zero-setup rooms with simple classroom codes.
  • Monitor live progress and listen to recordings.
  • Instant AI auto-marking for maximum efficiency.
Classroom Code
492 105
12 Active
5 Done
Reading Workspace

Distraction-free reading space built for your target language.

A clean, distraction-free reading space with adjustable fonts, alignment, and line spacing to help reduce testing anxiety. Supports passages in English, Mandarin, Spanish, and French—all displayed in an optimized, readable view.

  • Audio recorded automatically for playback and verification.
  • Adjustable passage range for focused assessment.
  • Tap words to mark miscues—no manual tallying.
Preview in:
1:45

Onceuponatime,inaforestfaraway,therelivedasmallrabbitnamedHopper.Hopperlovedtojumphighintotheair.

Scoring

Instant accuracy plus your professional judgment.

Automated WPM/accuracy with word-level miscues. AI analysis is entirely optional—toggle it on for speed, or mark everything manually for full control.

  • Optional AI marks miscues instantly after submission.
  • Tap-to-mark workflow replaces manual tally sheets.
  • Export-ready accuracy + WPM values.

Results

Just now
94%
Accuracy
85
WPM
AI Analysis (Optional)

Misspelled: forest

Missed: rabbit

"Stable pacing with minor phonetic substitution in paragraph 2."

Teacher Notes
"Excellent expression, struggled slightly with multisyllabic words in paragraph 2."
Progress Monitoring

Analyze progress monitoring cycles without manual spreadsheets.

Workspace Reports bring assigned assessments into trend and distribution views, with filters for students, groups, passages, and time windows.

Recent Assessments

View All
1
Benchmark Assessment #3
Dec 12, 2023
98%
Acc.
2
Progress Monitoring (Tier 2)
Nov 30, 2023
92%
Acc.
3
Diagnostic Read: Fall
Oct 15, 2023
85%
Acc.

Reading Progress

Historical growth view loads after hydration.

Progress Monitoring
Wk 1
Wk 2
Wk 3
Wk 4
Wk 5
Wk 6

Roster filters align with intervention groups to spotlight Tier 2 and Tier 3 students.

Combined charts visualize accuracy, WCPM, averages, and distribution patterns for data meetings.

Classroom Flow

From passage to progress report.

A simple, repeatable workflow designed for busy classrooms.

Step 1

Pick or Generate

Choose grade, language, and duration.

Step 2

Launch Assessment

Run local 1-on-1 or host a class session.

Step 3

Record & Score

AI-assisted scoring or manual marking, plus teacher notes and overrides.

Step 4

Monitor Growth

Dashboards and exportable CSV reports.

Pricing

Pricing that fits one classroom or an entire rollout.

Start with a free teacher plan, upgrade for full platform access, or talk with us about a school-wide rollout.

See the full Fluency platform in action

Review live sessions, recordings, dashboards, and AI-assisted scoring in the product teachers use today.

Teacher Essentials

Free

Core teacher tools for passages, rosters, and manual scoring.

  • Save passages and rosters
  • Manual scoring
  • -No audio recording
  • -No live passage sessions
  • -No AI automation
Early bird

Teacher Plus

$8/mo

For teachers who need recordings, AI-assisted scoring, and growth reporting.

$96/year early bird. Standard price is $192/year.

  • Live passage sessions
  • Recordings
  • AI-assisted scoring
  • Progress monitoring charts
  • Priority email support
  • Early access to new features

Schools & Districts

Custom pricing

For school-wide and district-wide rollouts with implementation support.

  • Unlimited live passage sessions
  • Unlimited recordings
  • Unlimited AI-assisted scoring
  • Implementation planning
  • Dedicated support
  • Privacy compliance review
FAQ

Common questions teams ask before they switch their fluency workflow.

These are the questions that come up most often across passage creation, scoring, whole-class collection, and progress monitoring.

AI Reading Fluency Tracker

What is an AI reading fluency tracker?

An AI reading fluency tracker records or reviews a student read, uses AI-assisted analysis to identify likely miscues and calculate scores such as WCPM and accuracy, and saves those results so teachers can monitor reading growth over time.

See AI Reading Fluency Tracker
AI Reading Fluency Tracker

Can teachers override AI scoring?

Yes. AI scoring in ReadingFluency.app is optional and reviewable. Teachers can use automatic WCPM scoring as a first pass, then listen back, edit miscues manually, and rely on their own judgment before finalizing the record.

See AI Reading Fluency Tracker
Fluency Passage Generator

What can teachers customize in the fluency passage generator?

Teachers can generate passages by grade band, language, topic, and reading length so the text better matches the classroom goal and the students who will use it.

See Fluency Passage Generator
Fluency Passage Generator

Does the passage generator support multiple languages?

Yes. The platform supports multilingual passage workflows, including English, Spanish, French, and Mandarin, alongside the grade and duration controls used during passage creation.

See Fluency Passage Generator
Student Reading Reports

What can teachers review in a student reading report?

Teachers can replay sentence-level audio, mark miscues manually, review WCPM and accuracy updates, add notes, and keep the final assessment evidence together in one place.

See Student Reading Reports
Workspace Reports

How can ReadingFluency.app help teams make Tier 1, Tier 2, and Tier 3 reading decisions?

ReadingFluency.app helps teams collect oral reading fluency data faster, review individual reading evidence, and compare roster-level patterns across WCPM, accuracy, percentile bands, group goals, ROI, and filtered student summaries. Those signals can support Tier 1, Tier 2, and Tier 3 conversations, alongside professional judgment and other reading evidence.

See Workspace Reports
Workspace Reports

How does ReadingFluency.app help schools implement MTSS or RTI?

ReadingFluency.app supports the practical MTSS and RTI workflow around oral reading fluency: Group Reading Sessions help collect screening and progress-monitoring reads faster, Student Reading Reports preserve the evidence behind individual scores, the Reading Fluency Tracker keeps history organized, and Workspace Reports help teams review groups, tiers, goals, ROI, and intervention response over time.

See Workspace Reports
Group Reading Sessions

How do group reading sessions work in ReadingFluency.app?

Teachers launch a room, share a join code, collect student reads in one shared workflow, and then review each submission from the same organized teacher-side queue.

See Group Reading Sessions
Reading Fluency Tracker

What does the Reading Fluency Tracker help teachers track?

The Reading Fluency Tracker helps teachers keep WCPM, reading accuracy, benchmark history, progress-monitoring checks, and follow-up notes in one place so student growth is easier to review over time.

See Reading Fluency Tracker

Ready to make the next benchmark window feel lighter?

Start in the app or schedule a walkthrough to see how Fluency handles assessments, progress monitoring, and intervention documentation.