M11.L4 · AI, Ethics & Law
Honest marketing: AI transparency, claims, dark patterns, access and green claims
What you'll be able to doAudit your own marketing against a nine-point honesty-and-access checklist covering AI transparency, misleading claims, dark patterns, accessibility and environmental claims — and date every fix.
Learn
One principle, five bodies of law
Everything in this lesson reduces to a sentence: don't deceive, don't exclude. The EU has written that sentence into several instruments — AI transparency rules, consumer-protection law, accessibility law, new rules on environmental claims — and this lesson walks the five areas a working marketer actually touches. You will not become a lawyer today. You will become someone who can audit a page and know which of its tricks are now illegal, which are merely corrosive, and why the distinction barely matters commercially.
Because here is the frame to hold: almost nothing below asks you to market worse. Dark patterns harvest conversions from people who then churn, refund and complain. Inaccessible pages turn away real customers — European data puts adults living with some form of disability at roughly one in four. Exposed greenwashing is a news story with your name in it. The rules and the craft point the same way, which is why this school teaches them in one lesson.
AI transparency: say when the machine is talking
The EU AI Act's transparency rules — applicable from August 2026 — carry three duties a marketer meets in practice:
- Chatbots must be identifiable as non-human. If visitors chat with software, they must be able to tell. A bot with a person's name and no label fails.
- Synthetic media of real-seeming people, places or events must be labelled. AI-generated "photos" and voice or video of real people fall here.
- AI-generated text published to inform the public on matters of public interest needs disclosure in some circumstances.
Exact scope and enforcement practice are still settling — the honest state of new law. So work to the practical rule that anticipates all of it: if a reasonable person would feel deceived on learning AI made it, label it. Your Lesson 11.2 disclosure note was this rule in rehearsal. Note what the rule does not demand: no banner on your AI-assisted, human-edited newsletter. Drafting help is not deception; fake people are.
Claims: substantiated before published
European consumer law — the Unfair Commercial Practices Directive, enforced through national authorities and advertising-standards bodies — requires that claims be truthful and substantiated before publication, not defensible after a complaint. In practice:
- Every factual claim you publish should trace to evidence on file. Ostara can say "tested for food contact to EN 1388" because the certificates exist; it could never say "the most durable stoneware in Europe" because nothing could substantiate it.
- Testimonials must be real and representative. "Results may vary" does not launder an outlier into an implied promise. Your consented, named quotes from Module 3 are the compliant kind by construction.
- Superlatives need evidence or an unmistakable puffery frame. "The best plates in the world" as a wink survives; "the best-rated" without ratings doesn't.
- Paid and gifted promotion must be identifiable as advertising — the label up front, not buried in hashtag twenty. The Émilie collaboration carried its "paid partnership" label as a contractual mandatory; Ana's pre-Mateus gifting round, with no disclosures agreed, is the counter-example the pack keeps for a reason.
Dark patterns: the tricks you may have been told to use
Some of what circulates as "conversion optimisation" is deception with a dashboard, and much of it is now explicitly banned or actionable under EU consumer law. The honest list — and yes, a manager or a growth thread may have told you to use several:
- Fake countdown timers — urgency that resets per visitor.
- False scarcity — "Only 2 left!" when stock is deep.
- Confirmshaming — decline buttons that insult: "No thanks, I'd rather pay full price."
- Hidden costs — shipping and fees appearing at the final checkout step.
- The roach motel — one-click subscribe, obstacle-course cancel.
- Pre-ticked add-ons — insurance or extras opted-in by default (the Planet49 logic from Lesson 8.2, generalised).
The test for edge cases is the same reasonable-person test as above. Real deadline, shown honestly? Fine. A deadline manufactured for the visitor currently watching it? Deception, and increasingly, a legal finding. If a tactic only works while the customer misunderstands the situation, it is a dark pattern — whatever the case study calls it.
Accessibility: a legal floor and a commercial one
The European Accessibility Act applies to e-commerce services from June 2025, and the practical standard behind it is WCAG (2.1/2.2, level AA). One honest nuance the hype skips: the EAA exempts microenterprises providing services — under 10 people and under €2 million turnover — so the smallest businesses in this school may sit outside the legal duty; national implementations also vary. Check where you stand before claiming either way.
But the commercial obligation exempts nobody, and the fixes are unglamorously concrete:
- Alt text on images that carry meaning.
- Real colour contrast — grey-on-white aesthetics routinely fail the 4.5:1 threshold for body text.
- Captions on video; most social video plays silent anyway.
- Labels on form fields — placeholder text that vanishes on focus is not a label.
- No information locked in images — text in graphics is invisible to screen readers and to search engines alike.
- Keyboard-navigable pages — if it only works with a mouse, it doesn't work.
Every one of these also serves SEO, mobile usability and plain comprehension. Accessibility is the rare compliance topic that pays for itself the same quarter.
Green claims: specific, substantiated, or unsaid
The EU is legislating against vague environmental marketing: the Empowering Consumers Directive (2024) bans generic claims — "eco-friendly", "green", "climate neutral" — that can't be backed by recognised verification, with member states applying the rules from late 2026; further green-claims legislation has been in flux, which is itself a reason to build on the stable principle rather than the moving statute. The rule of thumb that survives every version: a green claim must be specific, substantiated and verifiable — or unsaid. "Eco packaging" fails all three. "Plastic-free packaging; outer carton 100% recycled cardboard" passes, if it's true and you can show it. Offsetting-based "climate neutral" claims are exactly the kind the new rules target. When in doubt, describe what you actually do and let the description carry the weight.
Mateus audits Ostara
The module's closing worked example — the nine-point check run honestly on a real shop:
The sale-page countdown timer — a theme widget switched on for a past November sale, never reviewed — resets for every visitor. Dark pattern; removed. Sales now end on a real date, stated. "Non-toxic, chemical-free glazes" — meaningless (everything is chemicals) and challengeable. Rewritten to what the certificates support: "lead-free and cadmium-free glazes, tested for food contact to EN 1388." "Eco packaging" — vague green claim. Rewritten to the specific truth: "plastic-free packaging; outer carton 100% recycled cardboard." Mateus wanted to add "FSC-certified" — but no supplier certificate is on file, so the claim stays off the page until one is. That restraint is the whole lesson in one decision. Accessibility — Sal-collection product photos missing alt text; footer text at 2.9:1 contrast. Both fixed in an afternoon. (Ostara, at three people, likely sits under the EAA microenterprise exemption — the fix list records the work as commercial and decent, not legally compelled. Writing down why you did something is part of auditing.) An old retargeting ad — made by a freelancer in the pre-Mateus November — uses an AI-generated "customer at a table" image with an invented name, captioned like a review. Fake testimonial and unlabelled synthetic media in one asset; deleted entirely, not relabelled. The Shopify chat widget's automated answers were signed "Ana", implying the founder was typing. Relabelled: "Automated assistant — a person replies within a day."
Six findings, no catastrophe, roughly a day of fixes. The audit's value is that it was run before a regulator, a journalist or a disappointed customer ran it instead.
The honesty dividend
Run the list again and notice: every fix also improved the marketing. True deadlines train customers to act on your word. Substantiated claims survive the Module 3 proof audit. Accessible pages convert more visitors and rank better. Specific green claims differentiate; vague ones commoditise. Honesty is not a tax on marketing. It is a moat against every competitor who will, eventually, get caught.
Now run the check on your own project.
Do
Exercise 11.4.1 — The nine-point compliance check
Run the nine-point check on your own project's marketing — the real pages, emails and ads, not your intentions. For every fail or unsure, write the fix, an owner and a date.
Write these down — in your plan document, or on the worksheet at the end of this lesson.
| What to write | Guidance |
|---|---|
| The nine rows | For each, a status — pass · fail · unsure · not applicable — plus evidence or the fix, 10–60 words. The nine: 1 chatbots and automated agents labelled as non-human · 2 synthetic media labelled; no fake people presented as real · 3 every published claim substantiated, evidence filed · 4 testimonials real, consented and representative · 5 paid or gifted promotion disclosed up front · 6 no false scarcity, fake countdowns or confirmshaming · 7 full price visible before checkout; cancelling as easy as subscribing · 8 accessibility basics: alt text, contrast, captions, labelled forms · 9 green claims specific and verifiable, or absent |
| The honesty of the audit | Not applicable needs a stated reason ("we have no chatbot"). Every fail or unsure becomes a fix. Nine passes with no evidence text is audit theatre — do it again against the real pages |
| Your fixes | One row per fail or unsure: the item · the fix · an owner by name · a date within 90 days |
| Your hardest call | 50–150 words: the greyest area you found and how you decided. Apply the reasonable-person test in writing; say if the answer is "ask a lawyer" |
Keep the finished checklist as a one-page audit card — status per row, fix dates beneath. Kept current, it is the deliverable's ongoing life after the course.
Where this goes: Operations §4 — Compliance — of your Marketing Plan. It combines with your 11.2 SOP (plus real-run evidence) and 11.3 inventory to complete the Module 11 Project below.
Check
Rubric
Mark your own work — the audit and your hardest call — against these criteria.
| Criterion | 8–10 | 5–7 | 1–4 |
|---|---|---|---|
| Audit honesty | Genuine finds surfaced; evidence written for passes | Some findings; evidence thin | Nine passes, no evidence — audit theatre |
| Grey area is genuine | The hardest call is a real edge case, reasoned in writing | A grey area named, reasoning shallow | The "hardest call" is obviously settled |
| Reasonable-person test applied | The deception test is used, and errs toward honesty | Test mentioned, applied loosely | Decision made on "what converts" |
| Knows when to escalate | Says "lawyer" where size, sector or national rules genuinely decide it | Escalation acknowledged vaguely | Overclaims certainty on unsettled law |
Pass: 5+ on every criterion. An evidence-free all-pass audit fails regardless of other scores.
Quiz — 4 questions
1. Ostara's sale page shows "Only 2 left!" though stock is deep, and the countdown timer restarts for each visitor. Under EU consumer law this is…
- a) Standard e-commerce practice
- b) A misleading practice — false scarcity and manufactured urgency deceive the consumer into a decision they might not otherwise make ✔
- c) Fine as long as conversions improve
- d) Only a concern outside the EU
Why: both elements only work while the visitor misunderstands the real situation — the definition of the problem. That conversions improve is not a defence; it is a description of the harm.
2. Which environmental claim is safest to publish?
- a) "Eco-friendly packaging"
- b) "Kind to the planet"
- c) "Plastic-free packaging; outer carton made from 100% recycled cardboard" — where both facts are documented ✔
- d) "Climate neutral", based on unverified offsets
Why: specific, substantiated, verifiable — the three-part test. Generic claims and offset-based neutrality claims are precisely what the new EU rules single out.
3. A shop's chat widget answers automatically but signs its messages with the founder's first name. The correct handling is…
- a) Keep it — a human name feels warmer
- b) Add a disclosure deep in the terms page
- c) Label it as automated where the visitor sees it — people interacting with software must be able to tell ✔
- d) Only label it if a customer asks
Why: the AI Act's chatbot transparency duty, and the reasonable-person test, agree: implying a human is typing when none is, is the deception itself. The label belongs at the point of interaction, not in the archive.
4. A three-person e-commerce studio asks whether the European Accessibility Act legally obliges it to fix its site. The honest answer is…
- a) Yes — the EAA applies to everyone identically
- b) No — accessibility is voluntary in the EU
- c) It depends — the EAA exempts service-providing microenterprises, and national implementations vary; but the commercial and ethical case for the basic fixes stands either way ✔
- d) Only public-sector sites are covered
Why: this is one of the places company size genuinely changes the legal answer, and pretending otherwise in either direction is the kind of overclaiming this module exists to end. The fixes cost an afternoon and pay regardless.
Advance
Module 11 complete. You can now say four things most working marketers cannot: which hours the machine gets, how it's controlled, what data you may use, and that your marketing would survive an honest audit — because you ran one.
Next: Module 12 — Capstone. Twelve modules of artefacts become one strategy. The first move is finding where your own artefacts contradict each other — and they will.
Mark your own work
| Good | Not yet | |
|---|---|---|
| The audit found something | At least one fail or unsure, fixed and dated | Nine convenient passes |
| Claims trace to evidence | Every published number and superlative has a file behind it | "We could probably prove it" |
| No trick needs a misunderstanding | Every tactic still works on a fully informed customer | The timer resets |
| Access basics done | Alt text, contrast, captions, labelled forms | "Our audience isn't disabled" |
| Green claims specific or absent | Documented specifics, or silence | "Eco-friendly" |
Worksheet
THE SCHOOL OF NET MARKETING
Lesson 11.4 — Honest marketing: the nine-point check
(Education, not legal advice. Several duties depend on
company size, sector and member state — check yours.)
THE TEST FOR EVERY GREY AREA
Would a reasonable person feel deceived
if they learned the truth? Then don't.
THE NINE-POINT CHECK pass fail unsure n/a
1 Chatbots / automated agents
labelled as non-human ☐ ☐ ☐ ☐
2 Synthetic media labelled;
no fake people as real ☐ ☐ ☐ ☐
3 Every claim substantiated,
evidence on file ☐ ☐ ☐ ☐
4 Testimonials real, consented,
representative ☐ ☐ ☐ ☐
5 Paid/gifted promotion
disclosed up front ☐ ☐ ☐ ☐
6 No false scarcity, fake
countdowns, confirmshaming ☐ ☐ ☐ ☐
7 Full price before checkout;
cancel as easy as join ☐ ☐ ☐ ☐
8 Alt text, contrast, captions,
labelled forms ☐ ☐ ☐ ☐
9 Green claims specific &
verifiable, or absent ☐ ☐ ☐ ☐
Every n/a needs a reason. Every fail/unsure
becomes a fix:
FIXES
Item Fix Owner By date
____ _________________________ _______ ________
____ _________________________ _______ ________
____ _________________________ _______ ________
MY HARDEST CALL (50–150 words — and "ask a lawyer"
is a valid ending)
____________________________________________________
____________________________________________________
SELF-CHECK
☐ The audit found at least one real thing
☐ No tactic depends on a misunderstanding
☐ Fixes have owners and dates within 90 days
☐ I know which duties depend on my size/sector
— and I wrote down where I'm unsure
Module 11 Project: this check + 11.2 SOP (with one
real run) + 11.3 inventory, compiled.
Next: Module 12 — Capstone.
theschoolofnetmarketing.com/learn/synthesis-one-strategy