Recruit for a task someone actually needs to do
To find beta testers for a nonfiction AI skill, ask who has a suitable task coming up, what they have tried already, and whether they can show you a safe example of their work. Interest in your book is useful context. It is not enough to qualify someone for a trial of its method.
A reader who loves your ideas but has nothing to apply them to can help assess clarity. A reader preparing something this week can help you see whether the instructions lead anywhere. Decide which question you are studying before recruiting either person.
The resource below is for selecting participants. It does not prescribe software access, a launch campaign, or the number of customers you need. You can use it before the companion exists, provided you explain what participants will actually try.
Start with an eligibility sentence
Consider a fictional author, Della, whose book teaches people how to arrange small community exhibitions. She wants to test a companion that helps an organizer choose what to leave out when there is less display space than material.
Her eligibility sentence is:
We need adults planning a small exhibition within the next month who have more candidate material than available display space and can discuss a nonconfidential selection decision.
That gives her something to screen for. “People interested in creativity” does not.
The month is Della's practical recruitment window, not a universal requirement. Another author might need people facing an annual planning task or those who recently completed a particular exercise. Choose a window that makes the task concrete without unnecessarily excluding the people you intend to serve.
GOV.UK's participant recruitment guidance recommends actual or likely users and criteria tied to relevant experiences or situations. It also warns that recruitment methods influence whom you include. Della applies those principles by recruiting beyond her most active newsletter replies.
A short screener you can adapt
Keep the initial form easy to answer. Ask for descriptions rather than proof documents. Do not collect private manuscripts, client names, photographs of children, or other people's personal information just to decide whom to invite.
| Question | What it helps you decide |
|---|---|
| What are you currently trying to make, decide, or change? | Whether the person has a relevant task rather than general interest. |
| When do you expect to work on it? | Whether an application session fits the research window. |
| What have you already tried? | Whether this is a new task, a stalled attempt, or an established practice. |
| Which parts of this author's method have you encountered or used? | Familiarity with the method, separate from experience in the topic. |
| What could you discuss or show without sharing confidential material? | Whether a safe example is available. |
| What device or format would you normally use for this activity? | Whether the trial accommodates ordinary use. |
| What would make participation easier for you? | Scheduling, communication, format, or access requirements. |
| May we contact you about this research, and by which method? | A contact permission distinct from a marketing subscription. |
Do not reveal the “right” answer in the question. “Are you struggling to choose exhibition objects?” invites agreement. “What decision are you working on?” lets a person describe a different difficulty, which may mean they belong in another study.
Nor should the form test whether someone knows your vocabulary. Della can recognize a selection problem in “I have twelve items and room for six.” She does not need the applicant to write the name of her framework.
Select a useful mix, then record its limits
Della proposes six sessions. This is an illustrative workload she can manage, not a statistical sample-size rule or a promise that six people will reveal every problem.
| Place in the proposed group | Relevant experience | Familiarity with Della's method |
|---|---|---|
| Two participants | Planning a first exhibition | Have not used the method |
| Two participants | Have organized exhibitions before | Have read about it but not applied it |
| Two participants | Have organized exhibitions before | Have previously applied it |
Each person still needs the current selection task. The grid prevents Della from filling every place with experienced workshop alumni, but it does not make the group representative of all exhibition organizers. The design also combines topic experience and method familiarity in some rows. She should not use it to claim that familiarity alone explains differences.
Record the recruitment channel, relevant experience, prior relationship to the author, and any missing group. Keep contact details separately from the working analysis where practical. If all participants can attend weekday afternoons, note that limitation rather than quietly treating their availability as typical.
Friends can qualify. A stranger can be a poor fit. The useful question is whether the person meets the task criteria and can disagree without pressure.
In a discussion about novel beta readers, u/A-non-yme described their own family feedback:
Their feedback was not helpful in a way that was substantive for me to make any real changes to my MS.
The commenter also said their relatives were not readers of the relevant genre. This is one writer's experience, not evidence that family feedback is always poor. It illustrates why relationship and audience fit deserve separate consideration. Read the original comment.
Invitation draft: say what taking part requires
Use this proposed message after replacing every bracketed field. Send it only through a channel where research invitations are appropriate; ask community organizers before posting in their groups.
I'm developing a guided exercise based on [book/method] for people who are currently [specific task]. I'm looking for participants to try an early version on a suitable example of their own work.
The session involves [activity], takes about [time], and happens through [format]. The prototype uses [human facilitation/AI tool/both]. You do not need to like the exercise or complete it successfully. Confusion, disagreement, and stopping are useful things for us to understand.
Please do not send confidential material in your reply. If the task fits, complete [screener/contact route]. We will then send the session details, explain what information we would collect and who would see it, and ask whether you want to take part.
[Compensation and timing, or a clear statement that this is voluntary and unpaid.] Taking part does not require a review, testimonial, purchase, or marketing subscription.
An invitation is not the whole consent process. Before a session, explain observation or recording, how research material will be used, how long it will be kept, and how someone can stop. GOV.UK's informed consent guide is a useful preparation reference. Match the information sheet to your actual arrangements rather than copying promises you cannot honor.
If you offer compensation, make its terms clear and independent of praise. Do not use an incentive to turn an optional study into an obligation to endorse your book.
When the wrong people volunteer
If someone fits the audience but lacks a current task, ask permission to contact them for a later round. Do not manufacture urgency for them. If an applicant wants only free coaching, clarify the session's purpose and limits before deciding whether the match works.
If everyone is a devoted reader, keep some of those participants and recruit through another relevant channel. If nobody qualifies, revisit the eligibility sentence: is the task too rare, the timing too narrow, or the invitation reaching the wrong people? These are different problems from a poor prototype.
Finish recruitment with a list you can explain: why each person belongs, what variation the group covers, and who remains absent. Then test one clear exercise. The guide to writing an agent skill can help turn that exercise into explicit instructions before readers attempt it.
When you have a method, a real task, and suitable readers ready to try it, visit Skillfully and choose Book onboarding to discuss the companion you want to build.