EdTech Marketing Playbook

How to market to schools, colleges and parents

Nine steps to choose your buyer, follow the school budget, price and message for everyone who signs off, build ESSA evidence, clear privacy and accessibility reviews, and run pilots that end in contracts. One fictional company is worked through every step.

By Saroj Jha, founder of AAJ. 29 min read, 9 steps, 8 figures, 49 references.

In EdTech, decide who pays before you decide what to say. A school district, a college and a parent buy with different money, under different rules and on different proof, so pick one buyer and build what that buyer needs first.

What you will build

  1. Steps 1 and 2 One buyer and one budget line Who pays, which budget funds it, and when that budget is drafted
  2. Steps 3 and 4 A price and a promise A quote per student, and one line for each person who signs off
  3. Steps 5 to 7 A proof pack Your evidence tier, privacy and accessibility answers, and plain words on the AI
  4. Steps 8 and 9 A route and a pilot The channel for your buyer, and a pilot with a price and a decision date

Worked example: Example Co., a fictional seed-stage EdTech startup with an AI reading coach, sells to tutoring centers and prepares for homeschool parents and school districts. Pairs with the Pilot-to-Contract Planner and the Three-Lens Persona Brief (free tools).

EdTech looks like one market and behaves like three. The same reading app can be bought by a district curriculum team, a university department or a parent at 9 p.m. on a phone. In my view, most early EdTech companies stall because they try to serve all three at once. The steps follow the order I would work through with a founder, and where the three buyers differ, the step says so.

Step 1 of 9

Name who pays, not who uses

In education the user, a student or a teacher, is rarely the buyer, and the buyer is often not one person. Someone uses the product, someone sees the results, someone pays and someone signs off, and in a district those are different people.

The three markets differ in shape more than in size. In 2023–24 the US had 13,335 regular school districts running 99,297 operating public schools[1], and in 2022–23 it had 3,896 degree-granting colleges and universities[2]. On the consumer side, about 5.2% of children aged 5 to 17 received academic instruction at home in 2022–23, up from 3.7% in 2018–19, but that count includes students in full-time virtual school; 3.4% were homeschooled[3]. A district buys through a group, from a budget set once a year; a college adds a technical review run by IT; a parent decides alone, pays by card and can cancel in any month.

Then choose one buyer and stay with it until the sale repeats. A product sold to teachers, districts and parents at the same time usually ends up with three half-built funnels. If you sell to schools, the same test settles whether to start with teachers or administrators: if a teacher can pay and adopt alone, start with teachers; if the money sits in a school or district budget line, start with the administrator who owns that line, and treat teachers as the people who make the pilot work (Step 9).

Figure 1 At home one adult decides, at a center the owner decides, and in a district a group decides

Homeschool parents Next One adult decides

Uses it Child
Sees the results Parent
Pays Parent
Signs off Parent

Tutoring centers Now: first segment The owner decides alone

Uses it Child Tutor
Sees the results Parent
Pays Owner
Signs off Owner

School districts Later A group decides

Uses it Child Teacher
Sees the results Teacher Leaders
Pays A district budget line
Signs off Buying group Technology review Board, for larger contracts

Example Co.’s three segments from Step 1, ordered from the fewest people between the child and the budget to the most. Example Co. and its numbers are fictional.

Step 2 of 9

Follow the money and the budget year

US public schools spent $869.6 billion on current expenditures in fiscal year 2024, or $17,644 per pupil. Federal money was 11.7% of their revenue, and states and local sources provided the rest in almost equal parts[4]. So most school purchases are paid from state and local budgets, set once a year.

The pandemic money that filled gaps for a few years is gone. Congress gave schools about $190 billion through three rounds of Elementary and Secondary School Emergency Relief (ESSER) funds[5]. The last round had to be committed by September 30, 2024, and even approved extensions to pay it out ran no more than 18 months past that date, to March 2026[6]. District leaders feel the loss. In RAND’s spring 2026 survey of 481 districts, the share ranking budget shortfalls among their three most pressing challenges rose by 21 points in a year, and leaders pointed first to the end of federal COVID-19 relief[7]. In my view, every renewal now competes with staff and core programs.

Figure 2 Federal money is 11.7% of school revenue; state and local budgets pay for the rest, and they are under strain

Where US public schools’ revenue came from, fiscal year 2024

Districts ranking budget shortfalls among their top three challenges

Show the numbers as a table
Measure Value
State revenue, fiscal year 2024 $475.7 billion (45.8%)
Local revenue $441.3 billion (42.5%)
Federal revenue $121.2 billion (11.7%)
Districts ranking budget shortfalls in their top three, spring 2025 33%
Districts ranking budget shortfalls in their top three, spring 2026 54%

Revenue: NCES, fiscal year 2024[4]; each area is drawn to scale. Budget worry: RAND survey of 481 districts, spring 2026[7], on a scale from 0% to 100%.

Time follows the money. For most states the school fiscal year “begins on July 1 and ends on June 30”; Alabama and the District of Columbia start on October 1, and Nebraska and Washington on September 1[8], while each Texas district chooses July 1 or September 1[9]. Districts draft next year’s budget over the winter and adopt it in spring or early summer, so in my experience a product that is not in the draft budget by spring waits a year. The EdTech marketing calendar sets out that year season by season, with state deadlines.

Step 3 of 9

Price in the unit the budget pays

Price a school product in the unit that matches the budget that pays and the way your value grows, and whatever the unit, also show the cost per student: that is how a district finance office compares quotes.

  • Per student. Fits a product every student uses, paid from a core curriculum or technology budget. Easy to compare, but revenue falls when enrollment does.
  • Per teacher. Fits teacher tools, such as planning or grading, paid from a school or professional-learning budget.
  • Per school. Fits when a principal or a school-level fund pays. Some federal money is school-level: districts “target the Title I funds they receive to schools with the highest percentages of children from low-income families”[10]. Band a flat site price by enrollment, or it undercharges large schools.
  • Per district. Fits systems the whole district runs on: one contract, a larger number, a longer approval chain and often a board vote.

In my view, start with a price one school can say yes to, then offer a district licence once several schools in a district are paying, priced so the district saves something by consolidating. Set a minimum annual fee from what it costs you to onboard, train and support one account for a year, so the smallest customer does not lose you money.

Price parents as a separate product, not a derived one. A district pays by invoice, usually a year at a time: PowerSchool, which sold mainly to K-12 districts, reported that “Customers are billed annually in advance, with a small number of customers billed semiannually, quarterly or monthly”[11]. A parent pays by card from household money, compares you with a tutor, a workbook or another app, and can cancel in any month, so the product has to show progress in the first week. Test parent prices at checkout; for schools, put two scopes at two prices in each proposal and record which one is approved.

Billing a year in advance also sets your payback. A district sale costs months of work before the first invoice, so track two numbers for each district: the cash gap, from first spend to first invoice, and payback, the months of gross margin it takes to earn back what the district cost to win.

Figure 3 One district takes 21 months to pay back, and only if it renews
  1. 1Pilot fee
  2. 2In the draft budget
  3. 3First invoice, July
  4. 4Second invoice, if renewed

Still owed: margin below zero Paid back

Show the numbers as a table
Point Month Cumulative gross margin
After the pilot fee November (month 1) −$4,914
All selling spent April (month 6) −$19,200
First invoice ($14,000 after the credit) July (month 9) −$8,000
Second invoice ($15,000), if renewed July a year later (month 21) $4,000 ahead

Cumulative gross margin each month from Example Co.’s first October of selling: $20,000 of sales and marketing from October to April, a $1,000 pilot fee credited against a $15,000 first year, and an 80% gross margin. Columns are drawn to scale. Example Co. and its numbers are fictional.

Step 4 of 9

Write one promise and a line for each person who signs off

A district purchase is decided by a group, usually led by the district office. RAND’s 2026 study of math curriculum adoption found that processes drew input from several groups, but “the final decision was most often made by district-level staff”[12]. In my view, these are the people to write for:

  • Curriculum and instruction leaders shortlist and judge standards fit and evidence. In the same study, principals named alignment with state standards as their top consideration.
  • Teachers try the product in class and decide whether it gets used. They judge time saved and classroom fit.
  • School leaders want the school’s goals met and staff trained. Most principals in the RAND study bought professional learning bundled from the curriculum vendor, so training is part of the product.
  • The superintendent needs a link to district goals, and the board approves larger contracts.
  • Finance and operations need a price that renews (Step 3).
  • The technology leader vets privacy, security, accessibility and integration, and can stop a deal alone (Step 6).

One message will not serve them all, and two promises will not either: “fun AI” for teachers undersells, and “higher scores” for administrators overclaims unless the evidence is on file. Write one core promise about the learning problem and the teacher’s day, not the technology. Give it three pillars, and under each pillar a teacher line and an administrator line, each with its proof beside it. If two roles get the same sentence, one of them is not being served.

Colleges have a smaller, more technical group: IT, academic leaders and procurement, often after a department has tried the product. Their own agenda leads with value: the 2027 EDUCAUSE Top 10 opens with “Determining where AI adds real value” and puts cybersecurity third[13]. So lead with an outcome they measure, such as retention, completion or staff time, and with integration into the systems they already run. Parents are a group of one, and in my experience a teacher’s recommendation is the most credible message they hear (Step 8).

Figure 4 One promise, three pillars, and a teacher line and an administrator line under each

Core promise“Every K–3 reader practices reading aloud every day, and teachers see who needs help, without extra marking time.”

  1. Pillar 1 Daily practice for every child

    • Teacher “Every child reads aloud each day, not only the few you have time to hear.” Proof A ready-made first lesson
    • Curriculum leader “Daily read-aloud practice for every K–3 reader, matched to your reading standards.” Proof A standards map and a logic model
  2. Pillar 2 See who needs help

    • Teacher “Each week you see which children stumbled on which words.” Proof A sample weekly report
    • Curriculum leader “Class and school reports show use and progress on the reading checks you already run.” Proof The report template
  3. Pillar 3 Safe, and the teacher decides

    • Teacher “The coach flags words to practice; you decide what happens next.” Proof The four AI answers (Step 7)
    • Technology leader “Recordings are used only for reading feedback, never for marketing.” Proof A signed privacy agreement

Finance hears $15 per student, renewable from the K–3 reading budget (Step 3)

Example Co.’s future district offer, from Step 4. Example Co. and its numbers are fictional.

Step 5 of 9

Build your evidence, and claim only what it shows

Districts want evidence that students learn more, in a form they can file. The Every Student Succeeds Act (ESSA) defines four tiers[14]. Strong evidence needs at least one well-designed and well-implemented experimental study; moderate, a quasi-experimental study; promising, a correlational study with statistical controls for selection bias; and the fourth tier, “demonstrates a rationale”, a logic model based on research, with ongoing efforts to study its effects. The Department of Education’s own grant rules add a sample of at least 350 students across more than one site for the top two tiers[15], and school-improvement interventions funded under Title I, section 1003, must meet one of the top three[16].

Few products have climbed far. In a 2026 analysis of 150 widely used classroom technologies, 40% of the tools built for education had any evidence aligned to ESSA, most of it at the lowest tier[17]. It is vendor research from one company’s usage data, so read it as a picture of the field, not a benchmark.

Figure 5 Fewer than one in four education tools has evidence above the lowest ESSA tier
  1. Tier 1 Strong

    An experimental study, well designed and implemented

    2%

  2. Tier 2 Moderate

    A quasi-experimental study

    5%

    Example Co. Series A: an independent study with a district

  3. Tier 3 Promising

    A correlational study with statistical controls

    14%

    Example Co. Seed: a study with centers

  4. Title I school-improvement funds need Tier 3 or above
  5. Tier 4 Demonstrates a rationale

    A research-based logic model, with a study under way

    19%

    Example Co. Now: the logic model

None Not aligned to a tier

No ESSA-aligned evidence identified

60%

Show the numbers as a table
Tier What it needs Share of purpose-built tools
Tier 1, strong An experimental study 2%
Tier 2, moderate A quasi-experimental study 5%
Tier 3, promising A correlational study with statistical controls 14%
Tier 4, demonstrates a rationale A research-based logic model with a study under way 19%
None No ESSA-aligned evidence 60%

Tiers: 20 U.S.C. 7801(21)[14]; the Title I line, California Department of Education[16]. Shares: purpose-built education tools among 150 widely used classroom technologies, Instructure, 2026[17], vendor research. Bars drawn to scale from 0%. Example Co.’s plan is fictional.

For an early company, Tier 4 is the honest start: a one-page logic model linking the problem, what the product does, what should change for students and how you will measure it, each tied to published research, with a study planned or under way. Then climb. Compare users with similar non-users on a measure the school already trusts, adjusted for prior scores, for Tier 3, and later commission an independent quasi-experimental or randomized study. Users’ before-and-after scores show change, not cause. A school can share student records for a study without parental consent only under a written agreement “specifying the purposes of the study and the use and destruction of the information”[18], so agree the design and the agreement before term starts.

Claim only what the study shows, and have the evidence on file first. The FTC requires “a reasonable basis for advertising claims before they are disseminated”, and if you say “studies show”, it expects “at least the advertised level of substantiation”[19]. Education claims are not exempt: in 2016 the FTC charged that Lumosity’s maker deceived consumers with “unfounded claims that Lumosity games can help users perform better at work and in school”, and the settlement requires “competent and reliable scientific evidence” for future claims[20]. Match the verb to the design, name the study and its limits beside the result, and name the tier.

Step 6 of 9

Clear privacy, safety and accessibility before the first pilot

Districts check before they buy. In CoSN’s 2026 survey of 607 district technology leaders, 86% vet digital tools before use, 61% keep a list of approved apps and 56% require vendors to supply information on the safety of their products; 29% ask for information on accessibility[21]. Four sets of rules sit behind those checks. They are legal obligations, so treat this as orientation and get legal advice for your product.

  • FERPA. When a school shares student records with you under FERPA’s school-official exception, you must be under its “direct control” in how you use them. The Department of Education warns that using the data for “targeted advertising directed to students or their parents” “will likely violate federal or state privacy laws”[22].
  • COPPA. For children under 13, the FTC’s amended rule took effect on June 23, 2025, and operators had to comply by April 22, 2026. It requires separate parental consent before sharing children’s data with third parties such as advertisers, unless the disclosure is integral to the service, and a written policy on how long data is kept[23]. A recording of a child’s voice counts as personal information[24]. A school can consent in place of parents only for its own educational purpose: data collected with its authorization cannot be used “for any commercial purpose, including marketing, advertising, or other commercial purposes unrelated to the provision of the school-requested online service”[25]. If parents buy directly, their verifiable consent comes before any data collection.
  • State student-privacy laws. California’s SOPIPA bars K-12 services from targeted advertising, building student profiles and selling student data[26], and many states have their own rules. Many districts ask vendors to sign a standard contract such as the Student Data Privacy Consortium’s National Data Privacy Agreement; signing its general offer lets other districts adopt the same terms[27].
  • Accessibility. Under the Justice Department’s 2024 rule for Title II of the ADA, web content and apps a public school district or college provides, including through vendors, must meet WCAG 2.1 Level AA[28]. An interim final rule of April 20, 2026 moved the compliance dates back a year, to April 26, 2027 for entities serving 50,000 people or more and April 26, 2028 for smaller ones and special districts[29].

Colleges often ask for all of this at once through the Higher Education Community Vendor Assessment Toolkit (HECVAT), EDUCAUSE’s standard questionnaire on cybersecurity, privacy, IT accessibility and compliance, which added questions on AI in version 4[30]. Completing it before you are asked shortens the review.

The practical result for marketing: student data collected through schools cannot feed your marketing. Build your marketing list from educators and parents who opt in to your content, not from students in your product.

Figure 6 Student data stays inside the service the school asked for; the marketing list is built apart

In the product

  1. Student data collected with the school’s authorization
  2. Used for the service the school asked for, and nothing else
  3. Kept, then deleted under the retention policy and the data agreement
No student data crosses this line. Not for targeted ads, student profiles, sale or your own marketing.

In marketing

  1. Educators and parents who opt in to your newsletter, webinars or guides
  2. Your marketing list built only from those opt-ins
  3. Your campaigns content, events and district outreach

From the FTC’s 2022 policy statement on education technology[25], the Department of Education’s guidance for vendors[22] and California’s SOPIPA[26]. General information, not legal advice.

Step 7 of 9

Say plainly what the AI does and does not do

AI is now part of most EdTech conversations, and buyers arrive worried. About half of students, and of English, math and science teachers, use it for school[31], most teens say AI cheating is a regular occurrence at their school[32], and most districts now have AI guidelines; the share whose guidelines include updated academic integrity policies rose from 32% to 46% in a year[21]. Figure 7 has the numbers.

Lead with the learning problem and keep the AI in the second sentence. Then answer four questions in plain words: what the AI does, what it does not do (for example, whether it can produce finished work a student could hand in), what data it uses, and what teachers control and can see. Parents want the same answers; the Department of Education’s July 2025 guidance on AI in schools stresses “engaging affected stakeholders, especially parents, in decisions about the adoption and deployment of new technologies”[33].

Make no claim you have not tested: not “cheat-proof”, and no accuracy figure you have not checked on real student work. The FTC alleged that Workado promoted its AI content detector as 98% accurate when independent testing put its accuracy on general-purpose content at 53%[34], and its final order of August 2025 bars such claims without “competent and reliable evidence to support the claim at the time it is made”[35]. The Marketing AI Products Playbook covers AI positioning in depth.

Figure 7 Four plain answers on one label, because buyers arrive worried about AI

AI facts

Example Co. reading coach, for K–3 Fictional

What it does
Listens as a child reads aloud, flags words to practice and sends a weekly report
What it does not do
Write, read or answer for the child
Data it uses
Reading audio and reading scores
Used for marketing
Never
Recordings kept
30 days, then deleted
Teacher controls
Sees every flag, can override it, chooses the reading list
Accuracy claims
None published until tested on real student reading
  • 54% of US students said they used AI for school in 2025
  • 59% of US teens say using AI to cheat is a regular occurrence at their school
  • 79% of districts had AI guidelines in 2026, up from 57% a year earlier
Show the numbers as a table
Finding Share Source
Students who used AI for school, 2025 54% RAND
Teens who say AI cheating is a regular occurrence at their school 59% Pew Research Center
Districts with AI guidelines, 2026 (2025: 57%) 79% CoSN

Label: Example Co.’s answers from Step 7, fictional. Numbers: RAND, 2025[31]; Pew Research Center, survey of 1,458 teens in autumn 2025[32]; CoSN, 607 districts[21].

Step 8 of 9

Choose the route to your buyer, and time it

The channel follows the buyer you chose in Step 1.

  • Teacher-first. A free or low-cost teacher version builds usage a district can later buy; the Product-Led Growth Playbook covers the motion. Free use still needs a path to the approved-app list and a data-privacy agreement (Step 6), because districts vet free tools too: in CoSN’s 2026 survey, 65% require a review by IT before approving one[21].
  • District-first. Account-based outreach to named districts, meetings at conferences, webinars for curriculum and technology leaders, and references from nearby districts. The ABM Playbook covers the account method, and How to sell EdTech to school districts covers the district sale step by step.
  • Cooperatives and regional agencies. Districts can buy from a contract another public body has already competed, and when federal money pays, federal rules encourage it: recipients “are encouraged to enter into State and local intergovernmental agreements” for purchasing[36]. NCES counts 1,143 service agencies, a category that includes regional education service agencies such as New York’s BOCES[1], and many run shared purchasing for smaller districts. Rules vary by state: New York districts may “piggyback” on another government’s contract only if it was awarded competitively and opened to other buyers[37].
  • Conferences. FETC in January and the ASU+GSV Summit and CoSN in April fall while district budgets are drafted and set; ISTELive in late June comes after most are adopted, so it builds teacher awareness and next year’s pipeline; EDUCAUSE, in the autumn, is the college event. The EdTech marketing calendar has the next dates.
  • Parents and learners. A free trial or free tier, a result the family can see in the first week, and word of mouth from teachers, parent communities and app-store reviews.

What Instructure’s, PowerSchool’s and Duolingo’s filings show

Three companies’ filings, made while they were listed, describe the two routes; Figure 8 quotes them. Instructure, the maker of the Canvas learning platform, and PowerSchool, which sold mainly to K-12 districts, described long evaluations, sales bunched around the school budget year and multi-year contracts renewed every year. Both have since been taken private, by KKR and Dragoneer[38] and by Bain Capital[39]. Duolingo, which sells to learners directly, described a free product with ads, a small paying share and growth by word of mouth, and it reports the same shape five years on at a larger scale. It is a language app, not a school product, so read it as a picture of the consumer route, not a template. None of this says how the companies decided internally.

Figure 8 Two routes to the same learner: one runs on evaluations and renewals, the other on a free product people recommend

The learner

District route Evaluate, buy in season, renew

  1. Long evaluations “extensive and lengthy evaluations before committing to our applications and services” Instructure S-1, 2015
  2. Buys in season “higher sales and new academic customers in the second and third quarters”, from school procurement periods Instructure S-1, 2015
  3. Starts July or September a “meaningful portion” of invoices for service periods beginning then PowerSchool 10-K, 2021
  4. Renews every year “a three-year term with one-year rolling renewals” PowerSchool 10-K, 2021

Family route Free first, few pay, word of mouth

  1. Free, with ads “an ad at the end of each lesson”; the paid plan removes them Duolingo prospectus, 2021
  2. About 5% pay of monthly active users, as of March 31, 2021 Duolingo prospectus, 2021
  3. Grows by word of mouth “primarily relying on word-of-mouth virality rather than paid user acquisition” Duolingo prospectus, 2021
  4. 12.7 million paid against 140.6 million monthly active users, second quarter of 2026 Duolingo, 2026
Show the numbers as a table
Route Company and filing What it says
District Instructure, S-1, 2015 Extensive and lengthy evaluations; higher sales in the second and third quarters
District PowerSchool, 10-K for 2021 Three-year terms with one-year rolling renewals; many invoices for service periods beginning in July and September
Family Duolingo, prospectus, 2021 Free with an ad after each lesson; about 5% of monthly active users paid; growth by word of mouth
Family Duolingo, Q2 2026 12.7 million paid subscribers; 140.6 million monthly active users

Instructure, Form S-1, 2015[40]; PowerSchool, Form 10-K for 2021[11]; Duolingo, prospectus, 2021[41], and shareholder letter for the second quarter of 2026[42]. What the filings say, not how the companies decided.

The lesson I take from the filings: the district route rewards patience and renewals, and the family route rewards a free product that people recommend. They need different teams, prices and calendars, which is why Step 1 comes first.

Step 9 of 9

Run a pilot that ends in a contract

In my view, a school pilot should carry a fee, a fixed scope, a length set by the school calendar, success measures agreed in writing, and the contract price written in before it starts. No reliable public data shows whether paid pilots convert better than free ones, so treat this as judgment, not a rule. A free pilot gets a faster yes but often becomes free use; a paid one proves that a budget exists and that someone who can spend it is involved. A middle path is a pilot fee credited against the first contract year.

  • Scope. Small enough to approve quickly: one grade, one subject or a few classrooms, with training included.
  • Length. Set from two dates: how long your measure needs to move, and when the district drafts next year’s budget. A pilot that starts in autumn and reaches a decision in winter can still make the spring budget.
  • Success measures. One learning measure the school already uses, such as its screener or benchmark test, one teacher measure, such as a short survey, and one usage measure, with the result that counts as success written down before any classroom starts.
  • Conversion. The full contract’s scope, price and decision date go into the pilot agreement, so the district can budget without a new negotiation. The person who holds the budget line signs; ask your champion who signs at each size, because the limits vary by state and district.

Classroom onboarding has more friction than ordinary onboarding, because one adult sets up many students at once, on school systems, under privacy rules. Load class lists automatically rather than asking teachers to type them: 1EdTech’s OneRoster standard “defines information about people (users), courses, enrollments, organizations, and grades” and “reduces the manual effort and saves the time of teachers and administrators”[43], and 43% of districts in CoSN’s 2026 survey include interoperability requirements in their RFPs[21]. Keep teacher setup inside one planning period, and give teachers a ready-made first lesson that works on school devices.

Setup gets a teacher started; a reason to come back keeps them using it. In my view teachers adopt a tool when it saves time in a lesson they already teach this week, when a colleague they trust uses it, and when the first try works in front of a class. So build training around their first three lessons, not around features: a short session in a staff meeting or planning period, one page per lesson that fits on a desk, and a two-minute video inside the product at the step where it is needed. Ask each school for one teacher who goes first and shows the others, and follow up in week 2 with that teacher’s own class results, not a feature tour. Judge the training by whether teachers reach the activation milestone (see Common questions), not by how many attended.

Then prove use before the renewal. Report the dose your logic model needs, not logins, next to the outcome measure the district trusts, and send that report before the district drafts its budget, not after.

Be careful what the renewal report claims. The US Department of Education’s guidance on evidence sets levels that start from a logic model informed by research and rise through correlational studies with statistical controls to quasi-experimental and experimental designs[44]. One term of use in one district, with no comparison group, does not support a claim that the product improved learning. In my view the report should show planned-use completion, sessions completed against sessions assigned, beside the district’s own benchmark, and say nothing about cause. The sample engagement How an EdTech Product Wins Teacher Adoption in One District works through this on a fictional district.

What changes by stage?

Pre-seed

Choose one buyer (Step 1) and run a few pilots on a simple roster upload. Write the Tier 4 logic model (Step 5) and publish your privacy page (Step 6).

Seed

Standardize one pilot package with a fee, length and report template (Step 9), write the message set for the buying group (Step 4) and turn pilot data into a one-page evidence summary. If you sell to districts, get onto one cooperative contract your target districts use (Step 8), and keep a revenue line, such as parents or centers, that does not depend on district budgets.

Series A–B

Commission an independent study aiming for Tier 2 or 3 (Step 5). Add district licences and multi-year terms once renewals show what districts keep paying for (Step 3), and plan renewals as a second calendar that starts in winter. Add a second market, such as higher education, only once the first repeats.

What mistakes should I avoid?

  • Counting teacher sign-ups as pipeline. Free use with no budget owner and no path to the approved-app list stays free (Steps 1 and 8).
  • Pricing on ESSER-era budgets. Price for what a district can renew from core funds (Steps 2 and 3).
  • Launching the big push in May. By then most budgets are set (Step 2).
  • Two promises for two audiences. Keep one promise and change only the lead line and its proof (Step 4).
  • Calling a product “research-based”. Name the tier and the study (Step 5).
  • Treating privacy as paperwork after the sale. Districts check it first, and student data never feeds marketing (Step 6).
  • An open-ended pilot. No measures, no decision date and no price means no contract (Step 9).

Common questions

Should family subscriptions be monthly or tied to the school year?

No public study compares the two for K-12 products, so test both. In my view, offer a monthly plan for families who want to try and a discounted school-year or annual plan, with an answer for summer: a pause, a cheaper summer plan or summer content worth paying for. Either way, make cancelling easy: Chegg paid $7.5 million in September 2025 to settle FTC allegations over its cancellation practices[45], and California has required an annual reminder and online cancellation for plans bought online since July 1, 2025[46]. Compare plans on revenue per family over 12 months, not on first-month sign-ups.

What should it cost to acquire a paying parent?

I found no public benchmark I could verify for families buying a K-12 product: the figures I found come from agencies’ own client data, with no sample size, and cover online education in general. So work out your own ceiling. Multiply monthly revenue per family by your gross margin, then by the months within which acquisition must pay back. For example, a family paying $15 a month (a fictional price) at an 80% margin brings $12 of margin a month; to pay back within three months you can spend up to $36 to win that family, and a channel that costs more misses the three-month payback unless families stay longer. Count the cost of free trials that never convert, and compare channels on paying families, not sign-ups. Track recommendations from teachers and other parents separately: Step 4 covers the weight a teacher’s word carries with parents. The Unit Economics Calculator does the payback arithmetic.

How should I measure daily active students?

Count unique students who complete a meaningful learning action, not a login, on school days only, and say which denominator you use: licensed students, rostered students or students whose teacher is active. Most classroom products are designed for some days, not every day, so weekly active students, or planned-use completion (sessions completed against sessions assigned), often fits better. If Example Co.’s 300 rostered students are meant to read to the coach three times a week, it tracks the share reaching three sessions each week. Usage shows whether students got the dose your logic model needs, not whether they learned more, so report it next to the outcome measure the district trusts.

Can E-Rate or federal grant money pay for my product?

Not E-Rate, if you sell instructional software: it pays for school internet connections and network equipment, and its connectivity category cannot include charges for content or end-user devices[47]. Federal formula grants can pay when the purchase serves the program’s purpose; in July 2025 the Department of Education said formula and discretionary grant funds can support uses such as AI-based instructional materials and AI-enhanced tutoring[33]. Federal money brings federal purchasing rules: since October 1, 2025, a district can generally buy up to $15,000 without competing quotes if the price is reasonable, and above that it must compare quotes or bid[48],[49].

How do I keep teachers using the product after the first month?

Make it part of the weekly teaching routine. Define an activation milestone as a behavior, such as using the product with a whole class in three lessons and opening the results once, and find yours by comparing teachers still active after a term with those who stopped. Fit the product into the week teachers already run (plan, teach, check, regroup), send a weekly email only when it holds that teacher’s own class results, and after holidays and testing weeks send a restart note rather than a churn alert. Judge retention after the first term, not on the first-month spike.

Is back-to-school a good time to sell to schools?

To districts, mostly not: in most states the budget year starts on July 1[8], so the money for the new school year is set before summer, and an August pitch to a district is mostly next year’s pipeline. For schools that have already signed, it is delivery season: the data-privacy agreement signed, rostering tested with real class data and training booked before teachers return. For teachers and parents it is a buying season, so a back-to-school campaign aimed at them can work, with COPPA consent in place if children under 13 sign up.

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References

  1. National Center for Education Statistics (2025). Common Core of Data, Table 1: Operational and student membership status of public elementary and secondary schools and agencies, school year 2023–24 (Final Version 1a): 13,335 regular school districts, 99,297 operating schools and 1,143 service agencies. nces.ed.gov
  2. National Center for Education Statistics. Digest of Education Statistics 2023, Table 317.10: degree-granting postsecondary institutions; 3,896 in 2022–23. nces.ed.gov
  3. National Center for Education Statistics (2024). “Higher percentage of K-12 students are receiving academic instruction at home.” Press release, September 17, 2024; Parent and Family Involvement in Education Survey, National Household Education Surveys Program 2023. ies.ed.gov
  4. Moore, C. and Nelson, M. (2026). “Revenues and Expenditures for Public Elementary and Secondary Education: School Year 2023–24 (Fiscal Year 2024).” First Look, NCES 2026-008. National Center for Education Statistics. ies.ed.gov
  5. US Department of Education. “Elementary and Secondary School Emergency Relief Fund.” About $13.2 billion for ESSER I, $54.3 billion for ESSER II and $122 billion for ARP ESSER. ed.gov
  6. US Department of Education (2024). “ARP ESSER and EANS Obligation Deadlines and Extensions.” Grantee communication, June 12, 2024: obligate by September 30, 2024; liquidation extensions of up to 18 months beyond that date. ed.gov
  7. Clinton, T., Master, B. K., Rainey, L. R. and Keskin, A. K. (2026). “Shrinking Budgets, Fewer Students: How District Leaders Are Navigating a New Landscape of Reduced Resources and Competitive Pressures.” RAND, RR-A4737-4, July 14, 2026. American School District Panel survey of 481 districts, March 18 to May 4, 2026. rand.org
  8. Ampadu, O., Hanak, K. S. and Moore, C. (2025). “Documentation for the NCES Common Core of Data School District Finance Survey (F-33), School Year 2022–23 (Fiscal Year 2023): Provisional File Version 1a.” NCES 2025-306, September 2025. nces.ed.gov
  9. Texas Education Agency. “Fiscal Year Start Date.” A school district or charter school may choose a fiscal year of July 1 to June 30 or September 1 to August 31 (Texas Education Code, §44.0011). tea.texas.gov
  10. US Department of Education. “Title I, Part A: Improving Basic Programs Operated by Local Educational Agencies.” Program page. ed.gov
  11. PowerSchool Holdings, Inc. (2022). Annual report on Form 10-K for the fiscal year ended December 31, 2021. US Securities and Exchange Commission. sec.gov
  12. Covelli, L., Wolfe, R. L., Steiner, E. D. and Diliberti, M. K. (2026). “What Factors Drive the Adoption of High-Quality Math Curricula and Professional Learning?” RAND, RR-A4632-1, March 19, 2026. rand.org
  13. EDUCAUSE (2026). “2027 EDUCAUSE Top 10.” Top 10 IT issues for higher education, published 2026. educause.edu
  14. 20 U.S.C. 7801(21), definition of “evidence-based” (Every Student Succeeds Act, section 8101(21)). uscode.house.gov
  15. US Department of Education (2023). “Non-Regulatory Guidance: Using Evidence to Strengthen Education Investments.” Revised September 28, 2023: strong and moderate evidence under the Department’s grant regulations (34 CFR 77.1) need a multisite sample of at least 350 students or other individuals. ies.ed.gov
  16. California Department of Education. “Evidence-Based Interventions Under the ESSA.” Interventions funded under ESEA section 1003 must have strong, moderate or promising evidence (Tiers 1–3). cde.ca.gov
  17. Instructure (2026). “As AI and Screen-Time Scrutiny Rise, Instructure’s 2026 Evidence Report Finds Most Classroom Consumer Technology Lacks Verified Proof of Impact.” Press release with InnovateEDU, March 10, 2026: 150 widely used classroom technologies, usage data August 1 to December 31, 2025. Vendor research. prnewswire.com
  18. US Department of Education, Student Privacy Policy Office. “May an educational agency or institution disclose personally identifiable information from students’ education records to organizations conducting studies?” FAQ, 34 CFR 99.31(a)(6). studentprivacy.ed.gov
  19. Federal Trade Commission (1984). “FTC Policy Statement Regarding Advertising Substantiation.” November 23, 1984. ftc.gov
  20. Federal Trade Commission (2016). “Lumosity to Pay $2 Million to Settle FTC Deceptive Advertising Charges for Its ‘Brain Training’ Program.” Press release, January 5, 2016. ftc.gov
  21. CoSN (2026). “U.S. State of EdTech 2026.” 607 district education technology leaders, January 14 to March 1, 2026; produced with vendor and association partners. Safety information is required by 56% in the key findings and 55% in the procurement chart. cosn.org
  22. US Department of Education, Privacy Technical Assistance Center (2015). “Responsibilities of Third-Party Service Providers under FERPA.” August 2015. studentprivacy.ed.gov
  23. Federal Trade Commission (2025). “Children’s Online Privacy Protection Rule.” Final rule, 90 FR 16918, April 22, 2025: effective June 23, 2025; compliance date April 22, 2026. federalregister.gov
  24. 16 CFR 312.2, Children’s Online Privacy Protection Rule, definitions: personal information includes “a photograph, video, or audio file where such file contains a child’s image or voice”. ecfr.gov
  25. Federal Trade Commission (2022). “Policy Statement of the Federal Trade Commission on Education Technology and the Children’s Online Privacy Protection Act.” May 19, 2022. ftc.gov
  26. California Business and Professions Code § 22584 (Student Online Personal Information Protection Act). leginfo.legislature.ca.gov
  27. Access 4 Learning Community, Student Data Privacy Consortium (2025). “NDPA v2 Usage Guide and Development Process.” Version 2.4, April 2025. files.a4l.org
  28. 28 CFR 35.200, requirements for web and mobile accessibility (ADA Title II): WCAG 2.1 Level AA, including content provided “through contractual, licensing, or other arrangements”. ecfr.gov
  29. US Department of Justice (2026). “Extension of Compliance Dates for Nondiscrimination on the Basis of Disability; Accessibility of Web Information and Services of State and Local Government Entities.” Interim final rule, 91 FR 20902, April 20, 2026. federalregister.gov
  30. EDUCAUSE. “Higher Education Community Vendor Assessment Toolkit (HECVAT).” HECVAT 4, current version 4.1.6. educause.edu
  31. Doss, C. J., Bozick, R., Schwartz, H. L. and others (2025). “AI Use in Schools Is Quickly Increasing but Guidance Lags Behind.” RAND, RR-A4180-1, September 2025. rand.org
  32. McClain, C., Anderson, M., Sidoti, O. and Bishop, W. (2026). “How Teens Use and View AI.” Pew Research Center, February 24, 2026; 1,458 US teens aged 13 to 17, September 25 to October 9, 2025. pewresearch.org
  33. US Department of Education (2025). “U.S. Department of Education Issues Guidance on Artificial Intelligence Use in Schools, Proposes Additional Supplemental Priority.” Press release, July 22, 2025. ed.gov
  34. Federal Trade Commission (2025). “FTC Order Requires Workado to Back Up Artificial Intelligence Detection Claims.” Press release, April 28, 2025. ftc.gov
  35. Federal Trade Commission (2025). “FTC Approves Final Order against Workado, LLC, Which Misrepresented the Accuracy of its Artificial Intelligence Content Detection Product.” Press release, August 28, 2025. ftc.gov
  36. 2 CFR 200.318(e), general procurement standards, as revised April 22, 2024 (89 FR 30136). ecfr.gov
  37. New York State Office of General Services (2023). “GovBuyU: Piggybacking and Using Cooperative Contracts.” General Municipal Law § 103(16). ogs.ny.gov
  38. Instructure Holdings, Inc. (2024). Form 8-K, exhibit 99.1: “KKR and Dragoneer Complete Acquisition of Instructure”, November 13, 2024. sec.gov
  39. PowerSchool Holdings, Inc. (2024). Form 8-K, exhibit 99.1: “Bain Capital Completes Acquisition of PowerSchool”, October 1, 2024. sec.gov
  40. Instructure, Inc. (2015). Registration statement on Form S-1, filed October 9, 2015. US Securities and Exchange Commission. sec.gov
  41. Duolingo, Inc. (2021). Prospectus (Form 424B4), July 2021. US Securities and Exchange Commission. sec.gov
  42. Duolingo, Inc. (2026). Shareholder letter for the second quarter of 2026, Form 8-K exhibit, August 5, 2026: 12.7 million paid subscribers at June 30, 2026; 140.6 million average monthly active users in the quarter. sec.gov
  43. 1EdTech. “OneRoster.” Standard page; OneRoster 1.2 is the current version. 1edtech.org
  44. US Department of Education (2023). Non-Regulatory Guidance: Using Evidence to Strengthen Education Investments, revised September 28, 2023. ed.gov
  45. Federal Trade Commission (2025). “Ed Tech Provider Chegg to Pay $7.5 Million to Settle FTC Allegations Concerning Unlawful Cancellation Practices.” Press release, September 15, 2025. ftc.gov
  46. California Attorney General (2025). “Attorney General Bonta Issues Consumer Alert on California’s Automatic Renewal Law.” Press release, September 4, 2025; amendments in effect since July 1, 2025. oag.ca.gov
  47. Universal Service Administrative Company (USAC). “Eligible Services Overview.” Category One covers broadband connectivity and cannot include charges for content or end-user devices; Category Two covers internal network equipment. usac.org
  48. 2 CFR 200.320, procurement methods (89 FR 30136, April 22, 2024); the micro-purchase threshold follows the Federal Acquisition Regulation. law.cornell.edu
  49. Federal Acquisition Regulation: Inflation Adjustment of Acquisition-Related Thresholds (FAC 2025-06), 90 FR 41872, August 27, 2025, effective October 1, 2025: micro-purchase threshold raised from $10,000 to $15,000. federalregister.gov

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