Educator’s guide

WorldbyFlow for Educators

Turn today’s news into Monday’s lesson — sourced research your students can interrogate, a media-literacy curriculum hiding in every result, and a full path from one lesson to a whole course.

Part I

Why this belongs in a classroom

What makes graded, sourced research a teaching tool — and five minutes of setup.

01

Research your students can interrogate

The hardest part of teaching with current material has never been finding it — it is standing behind it. Everything here follows from one property: the research shows its work.

Sourced, so you can stand behind it
Every scan ends with the actual articles, records, and data it read — each a real link. When a student, a parent, or a principal asks "where is this from?", the answer is on the page. That is the difference between teaching with current material and gambling on it.
Graded, so the evidence itself is teachable
Every discrete fact carries a mark for how well it is supported — confirmed against a named outside source, grounded in what was read, contested between sources, or honestly unverified. Most tools hide that judgment; this one prints it. Which means the judgment itself — the thing media literacy tries to teach — is sitting on the page, ready to be discussed.
Current, so the syllabus can breathe
A scan reads today’s coverage at run time. The unit you taught from a four-year-old textbook chapter can open with what happened this week — researched, structured, and sourced in the few minutes it takes to run.
Honest, so "we don’t know" is a finding
Open questions are listed as open, never dressed up as facts. For a classroom this is a feature, not a gap: "what would settle this question?" is one of the best discussion prompts there is, and the research hands it to you.
02

Setting up as an educator

Five minutes, once. The one switch that matters is Educator Mode.

The setup
1
Create your account and turn on Educator Mode
Educator Mode is offered right after signup and lives in settings afterwards. It adds a Create Lesson Plan action to every scan you run — the single most useful switch in the product for a teacher.
2
Try the Learn area
The area switcher includes Learn, an area tuned for education: its own framing, its own sources, and a browsable library of ready concept explainers on top of the full scan catalog.
3
Pick a plan that fits a teaching rhythm
Standard is $10 a month for 20 credits — comfortably enough to build lesson material for a unit each month. A free account with a $5 credit pack is a fine way to try the whole loop on one real lesson first.
4
Make a Project per class
Research Projects group scans under a name — one per course or period keeps a semester of material organized and filterable from day one.
Tip
Run your first scan on whatever your students asked about last week. The fastest way to judge a teaching tool is to point it at the question you wished you had answered better.
Part II

The classroom patterns

Four repeatable moves, each worked through with a real shape and its live-priced research bill.

Pattern · Current events
03

From this week’s news to Monday’s lesson

The foundational move: one scan on a live story, one tap to a lesson plan built from its sourced material.

The move
1
Scan the story, aimed at your class
Run an Event Scan on the week’s story with the focus field doing the teaching work: "for a 10th-grade civics unit on federalism" produces genuinely different research than the general read.
2
Read it once as yourself
Skim the sections, open the Sources panel, glance at the Facts list. You are checking two things: is this accurate enough to teach, and which parts will light the room up.
3
Create the lesson plan
The Create Lesson Plan action (3 credits) builds objectives, discussion questions, activities, and materials from the scan’s own sourced content — not from a template. Review, trim to your style, teach.
Worked example
Tuesday’s headline, Monday’s civics class
A state supreme court just struck down a ballot measure Sam’s students voted on in a mock election two months ago. They will walk in with opinions; Sam wants them to walk out with understanding.
1
One aimed scan
An Event Scan on the ruling, focus: "for high-school civics — the separation-of-powers questions". The affected-parties section becomes the seating chart for a structured discussion.
2
One tap to the lesson
The lesson plan lands with discussion questions Sam would not have thought to ask and a primary-source activity built on the ruling itself.
3
The handout is a link
Sam publishes the scan as a read-only public page — students open it on their phones, no accounts needed, sources one tap away.
What this shows
Under an hour of preparation, most of it reading rather than hunting — and the class discussed the actual ruling, not a news summary of a news summary.
The research bill
Event Scan (2 cr) = 2 credits
Plus the lesson plan itself — the Create Lesson Plan action (3 credits).
Pattern · Debate and argument
04

Teaching a controversy responsibly

Live controversies are the best teaching material and the riskiest. The fix is structural: teach the strongest version of both sides, from sources.

Steelman both sides
The Arguments scan builds the case for and against a position, each side given its strongest form — the steelman, not the strawman. Debate prep, essay prompts, and your own balance check, in one run.
Clear the underbrush first
A Myths & Misconceptions scan on the same topic arms you for the claims that will definitely come up — each common belief corrected with evidence rather than with teacher authority, which lands very differently with a seventeen-year-old.
Show who actually holds each view
A Positions scan maps who supports and opposes the real-world question and the reasons they state — turning "people say" into named positions students can evaluate.
The research bill
The Arguments (2 cr) + Myths & Misconceptions (2 cr) + Positions (2 cr) = 6 credits
Per debate unit; the three reports are the unit’s reader.
Tip
Assign each debate team the OTHER side’s steelman as required reading. The quality of the rebuttals doubles, and the room learns the difference between disagreeing with an argument and disagreeing with a caricature.
Pattern · Media literacy
05

The media-literacy class hiding in every scan

You do not need a media-literacy curriculum. You need one Facts list and a classroom vote.

The exercise
1
Put a Facts list on the screen
Open any scan’s Facts tab: each claim with its grade — confirmed, grounded, partially supported, contested, unverified. Ask the class which claims they would trust, and why, BEFORE revealing the grades.
2
Compare their judgments to the grades
The gaps are the lesson. Why did everyone trust the vivid claim that turned out unverified? Why did the boring, confirmed number get ignored? That conversation is media literacy, running on real material.
3
Let the class check one claim
Pick the most argued-over fact and run Check this fact (1 credit) live: the claim is re-searched against fresh, independent coverage and the verdict lands in front of the room. Fifty minutes of theory cannot compete with watching verification actually happen.
Worked example
The viral statistic
A statistic about teen screen time is everywhere this month — posters, assemblies, three student essays. A health teacher suspects it is not quite real and decides to make the checking itself the lesson.
1
Find where it came from
A News Search on the statistic surfaces the coverage; a Voices scan pulls the exactly-sourced quotes — including the researcher whose study everyone is citing, saying the number is being misread.
2
Trace it as a class
The class follows the source links from the scan: the headline cites a summary that cites a press release that rounds up the study’s actual finding. Every hop is a link on the page.
3
Rewrite it honestly
Closing exercise: each student writes the one-sentence version of the statistic they could defend, with its grade. The essays improve immediately.
What this shows
The students did not learn that the internet is sometimes wrong — they learned how to find out, which claim survived checking, and what an honest sentence about a number looks like.
The research bill
News Search (1 cr) + Voices (3 cr) = 4 credits
Plus 1 credit each time the class votes to check a fact live.
Pattern · Complex topics
06

Explaining hard things

Some topics defeat a lecture because they are systems, histories, or numbers. Three formats carry each of those shapes into a classroom.

Systems: How It Works
How a bill becomes law, how a vaccine trial runs, how an election is certified, how inflation propagates — the How It Works scan returns the mechanism as a structured walk-through, which is precisely the shape a whiteboard wants.
Histories: Chronology
A decade-long dispute compressed into a dated, sourced narrative. Students hold onto stories; a Chronology gives the messy real one a spine without flattening it.
Numbers: By the Numbers
The key figures on a topic, each sourced and dated — the difference between "about a third, I think" and a board you can defend. Pair it with the media-literacy exercise: which of these figures would you have believed without the source?
And for perspective: Precedents
When students ask "has anything like this happened before?", a Precedents scan answers properly: comparable past cases, how they resolved, and what is genuinely different this time.
The research bill
How It Works (2 cr) + Chronology (3 cr) + By the Numbers (2 cr) = 7 credits
A typical hard-topic unit; add Precedents when the class asks the history question.
Part III

Beyond the single lesson

Courses, students, sharing, and the practical account details.

07

Building a course, not just a lesson

The same machinery that writes one lesson scales to a term. Two tools do the heavy lifting.

The Studio’s Curriculum format
The Studio — the long-form builder in the sidebar — includes a Curriculum format among its book-length outputs: set the course objective, approve the plan, and it runs the research and drafts the full course structure, with the total credit price quoted flat before anything runs. You revise until it teaches like you.
A Challenge as a term-long investigation
A Challenge is a standing investigation with an objective — made for a class project that grows all term. Fold each week’s scan into it and the end-of-term review is already organized: one case file, every claim graded, every source kept.
The Learn area’s library
The Learn area carries a browsable library of ready concept explainers — a useful bank of starting material beside the scans you run yourself.
08

Students, handouts, and sharing

Students never need accounts. Everything you make travels as links and files.

Handouts are links
Any scan publishes as a read-only public page — students open it on any device, sources one tap away, nothing to install and nothing to log into. PDFs cover the print-and-photocopy world with the same content.
Teach citation with real citations
Every scan exports its references in the formats reference managers expect. For older students, handing them a real, well-formed bibliography — and asking them to verify two entries — beats a slide about citation formats.
Share with colleagues properly
Share a scan to another WorldbyFlow account and a message thread rides along — the department can discuss the material on the material. And the Read narrative or Listen audio versions turn prep into something you can absorb on the commute.
Tip
A public scan page makes a strong parent-communication artifact too: "here is the sourced research behind the unit" answers most concerned emails before they are sent.
09

The practical details

What it costs to teach with this, in plain words.

What a teaching month costs
The patterns in this guide run a few credits each: a news-to-lesson cycle is about 5 credits including the lesson plan, a debate unit about 6, a media-literacy exercise 4 to 6. Standard is $10 a month for 20 credits — a comfortable fit for a unit-a-month rhythm — and unused credits roll forward while the plan is active, so a light month banks for a heavy one.
Summers and sabbaticals
Credit packs (from $5) last twelve months and survive cancelling a subscription — so pausing the plan for the summer does not burn what you banked, and a pack covers the odd August prep session.
If it fails, it refunds
Any scan that fails refunds its credits automatically, and every price is shown before anything runs. There is no way to spend by surprise, which matters when the card on file is your own.
More to read
The two-minute overview →What WorldbyFlow is and what it does, in plain words.Getting Started →Your first scan, reading your first result, and the habits that get better research.The User Guide →The complete tour — every screen, the full catalog with live prices, every format.The Handbook →The textbook: step-by-step procedures, worked examples, and the evidence grades one by one.In Practice →Ten practitioners, ten industries, ten working patterns — with every research bill priced live.