Questions to Ask Speakers
Questions to ask a speaker from the audience side of a talk, panel or lecture, written to be said out loud, into a microphone during the Q and A or in the hallway afterward. They open with the questions to ask after a presentation in a field you do not know, then test the argument, turn the advice into something you can use and ask about the speaker's own path. There is a group for panels, a few written for a keynote speaker, and a handful saved for the last minute.
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The questions
Each question, and why to ask it
Openers
If people forget everything else, what's the one thing you hope they remember?
Why ask it
Most speakers have this answer rehearsed, so the useful part is comparing it with what the talk spent its minutes on. When the headline and the minutes disagree, the minutes are the honest version.
How did you first get into this line of work?
Why ask it
Almost any speaker can answer this without notes, which makes it a safe first question when the room has gone quiet. Listen for the accident in the story: a job nobody else wanted, a teacher, a problem they kept tripping over. That detail is rarely in the bio printed in the programme.
What did you have to cut from this talk for time?
Why ask it
The first things to go when a talk runs long are the caveats, the failure cases and the material that was hardest to defend. It is a friendly question too, since it hands the speaker the ten minutes they wished they had.
What was the biggest obstacle you hit, and how did you get past it?
Why ask it
A talk tends to jump from the idea straight to the result, and this asks for the middle. Pay most attention to the second half. A workaround you could copy is worth more than a hardship you can only admire.
What would you tell someone here who is just starting out?
Why ask it
Students and career changers want this answered and are rarely the ones who raise a hand. If the reply is a slogan about passion or persistence, follow up by asking what that looks like in the first few months.
What surprised you most while you were working on this?
Why ask it
Nobody scripts their surprises, so this tends to pull out something that was not on a slide. It suits a keynote, a lecture or a book talk equally, and you can ask it without knowing the field.
What's the most common misconception about your field?
Why ask it
Anyone who talks about a subject for a living has corrected the same wrong idea many times and can do it in two sentences. Check quietly whether you walked in believing it yourself, because that is the part of the talk worth going back over.
Why did you choose this topic for this audience?
Why ask it
Speakers often choose a talk for a reason they never state: something they keep seeing in the industry, a request from the organiser, a book about to come out. Once you know the reason, you know what they were hoping this particular room would do with it.
What did you expect to be hard that turned out to be easy?
Why ask it
The answer points at a step people over-prepare for, which saves you effort straight away. It also draws a more candid reply than asking what was difficult, because admitting it costs the speaker nothing.
When you said [their phrase], what did you mean by it?
Why ask it
For a term the speaker leaned on without defining, the kind every insider in the room nods at. If you were lost, other people were too, and the definition may turn out to be narrower than the word sounded.
Can you go back to the example about [something they mentioned] and say what happened next?
Why ask it
Quote their own words in the bracket as closely as you can. A story told on stage is usually trimmed just before the awkward part, and the sequel is where you learn whether the tidy ending lasted.
Could you give a concrete example of what that looks like in practice?
Why ask it
Use it when a talk has stayed at the level of principles and you cannot picture anyone doing the thing. Name the principle you mean, or the speaker will reach for the example they have already told twice.
Could you put the slide on [topic] back up and take us through it once more?
Why ask it
Presenters tend to hurry past their densest slide, and it is often the one the argument rests on. Nobody loses face by asking: the people photographing the screen had not finished reading it either.
The argument
Which of your slides do you get the most pushback on?
Why ask it
Naming the contested claim shows where the field is genuinely unsettled rather than where the speaker sounds confident. Anyone who says nobody pushes back has either a very safe talk or no experience of a hostile room.
What's the strongest argument against your position?
Why ask it
How fairly someone can state the opposing case shows how seriously they have taken it. If the version you hear is one nobody would actually defend, treat the talk's confidence with some caution.
Who disagrees with you on this that you still respect, and what do they say?
Why ask it
This surfaces the live debate in the field and hands you a name to read next. Refusing to name any credible opponent tells you how much of the talk was argument and how much was posture.
What did you believe about this five years ago that you don't believe now?
Why ask it
You find out whether their thinking has moved or whether this is the same talk they have given since then. A specific reversal with the reason attached marks someone who keeps track of their own mistakes.
What would you need to see to change your mind about this?
Why ask it
Good answers are oddly specific: a trial that comes back flat, a group of customers who behave the other way. Ask it with real curiosity, since the same words in a sharp tone sound like an accusation that nothing ever would.
Which part of this were you least sure about while you were writing it?
Why ask it
Speakers know where the thin spots in their own material are, and most will say so if you ask plainly and without hostility. It marks the claims worth checking before you repeat them to your own team.
Where did the number you showed on that slide come from?
Why ask it
Name the specific figure. You are asking about sample, source, and date, and whether it is the speaker's own data or borrowed. Confident answers usually include the limitations without being prompted.
Is there data you wish existed here that doesn't?
Why ask it
You learn the limits of the evidence behind the talk from the person best placed to know them. It is also the courteous way to ask how much of the argument rests on experience rather than measurement.
Who or what was left out of the cases you looked at?
Why ask it
Every finding comes from particular people in particular places, and a talk rarely has time to list them. If your own situation sits in the part that was left out, you have learned how far the conclusion can be trusted for you.
Has anyone else tried this and found the same thing?
Why ask it
One team's result and a result several teams have reached are different kinds of claim, yet a slide presents them identically. At a practitioner talk the equivalent is whether another company copied the approach, and how that went.
How does this fit with [a recent development or a well-known opposing idea]?
Why ask it
Name one thing, such as a new regulation, a competitor's approach or a result that made the news, and keep the setup to a clause. You are moving the speaker off prepared ground, so allow a pause before the answer and do not read the pause as weakness.
What's a question you get asked constantly that you think is the wrong question?
Why ask it
This reframes the problem, and people who work in a field daily tend to have a sharp answer ready. It also tells you which assumption most of the room is walking in with.
What do you hope this conference is still arguing about on its last day?
Why ask it
An opening keynote is there to set the theme for the sessions after it. Asking for the argument and not the takeaway makes the speaker name the disagreement they meant to start, and you can listen for it in the rooms that follow.
Applying it
How does this hold up if you don't have the budget or the headcount you had?
Why ask it
The talk described what worked at a scale you may not be able to match. Naming your constraint makes the speaker separate the parts of the approach that are load-bearing from the parts that were luxuries.
What's one thing we could do this week to get started?
Why ask it
It asks for a first move small enough to make before the energy from the talk wears off. A vague reply is a hint that the approach leaned on authority or an existing team that never made it onto the slides.
How long did this take before it started looking like it was working?
Why ask it
Timelines compress in the telling, and the distance between the first attempt and the presentable result is usually much longer than a talk implies. Hearing that it took two years stops you abandoning it in week three.
What did this cost to set up, in money and in people?
Why ask it
Talks describe the payoff and skip the bill. Ask about people as well as money, since one person doing this on Fridays and a dedicated team are different proposals, and you will need to know which before you pitch it to anyone.
How would we know within a month whether this is working for us?
Why ask it
This turns an idea into something testable and forces the speaker to name a signal rather than a benefit. If they cannot describe an early indicator, the approach may only be judgeable in hindsight, which you want to know before committing.
Where has this approach failed, and did you find out why?
Why ask it
Failures arrive with conditions attached, and the conditions are what let you predict whether it will fail for you too. A speaker with no failures to report is describing a demo rather than a practice.
What is the most common way people misapply this?
Why ask it
Frameworks get adopted in name and skipped in substance, and speakers watch it happen repeatedly. Hearing the standard failure pattern is often more valuable than hearing the method again.
Which of your recommendations is hardest to actually get done, and why?
Why ask it
The answer tends to involve politics, incentives, or someone who has to give something up. Expect to meet the same obstacle in your own organisation, since it is the part no slide shows.
Which of your recommendations should most people skip?
Why ask it
Giving a speaker permission to rank their own advice down often produces the single most useful sentence of the Q&A. Someone who insists every part is required has not watched many other people try it.
If you did the whole thing again, what would you do differently?
Why ask it
Hindsight is the cheapest thing a speaker has to give away, which is why this old standby still earns its place. Press for an order of operations, meaning what they would do sooner or not at all, because "I would have started earlier" is true of nearly everything.
How did you win over the people who didn't want to do this?
Why ask it
On stage the idea sounds as if everyone agreed on day one. The real account involves a sceptical manager, a pilot small enough to be allowed, or a number that finally moved, and that is the part you will need when you take it back to work.
What should we stop doing to make room for this?
Why ask it
New advice usually arrives as an addition to a week that is already full. Asking what gets dropped tests whether the speaker has thought about the trade, and the reply is often easier to act on than the recommendation was.
What can someone with no authority to change things do with this?
Why ask it
Most conference advice assumes the listener runs the team. If you are a student, a new hire or the most junior person present, this gets you the version that needs nobody's sign-off, and plenty of people sitting near you are waiting for the same answer.
Are the templates or checklists you actually used available anywhere?
Why ask it
Ask for the working documents behind the polished framework: the checklist, the spreadsheet, the interview script. Speakers often agree to share them when asked in public, and it saves you rebuilding one from a photo of a slide.
You speak to a lot of organisations. What are the ones doing this well doing that the rest are not?
Why ask it
Someone who tours with one keynote gets a look inside many workplaces, a view no single audience has. Ask which habit they noticed and how they could tell it was working from a short visit.
Your keynote covered a lot of ground. Which ten minutes would you turn into a full workshop?
Why ask it
Keynotes are written wide so that a whole ballroom finds something in them. The section the speaker would expand is where their detailed knowledge sits, and it is the thing to raise if you reach them in the signing line.
Their story
Who shaped the way you think about this?
Why ask it
The names give you a reading trail and a sense of which school of thought the talk comes from. A reply made up only of famous figures is less useful than one former boss or teacher and the thing that person said.
Which skill has mattered most in your work, and where did you pick it up?
Why ask it
Asking where they picked it up keeps the answer from stopping at "communication." Listen for something learned outside any course, such as a first job waiting tables or a boss who sent every draft back, because that tells a student where to look.
What's the best advice anyone gave you, and did you take it at the time?
Why ask it
The second half rescues this from being a request for a quotation. Plenty of people ignored their best advice for years, and the story of why teaches more than the advice does.
What's a mistake you made early on that you still think about?
Why ask it
"Still think about" asks for one that left a mark, not the tidy failure story already in the talk. Let the speaker choose how much to tell, and ask what it changed about how they work only if they seem glad to go on.
When did you come closest to giving up on this, and what kept you going?
Why ask it
Suited to a keynote built on a personal story, where the audience has been shown the summit and little of the climb. If the speaker keeps it brief, leave it there. Some of that history is not for a ballroom.
While [the moment they described] was happening, how did you think it would end?
Why ask it
A keynote story is told from the ending backward, with the lesson already attached. Asking what the speaker expected at the time brings the uncertainty back, which is the part a listener in the middle of their own mess can use.
What part of this work are you proudest of?
Why ask it
Awards and titles were read out in the introduction, so what you hear is likely to be something smaller: a person they trained, a problem that stayed fixed. It is a kind thing to ask someone who has just spent an hour on what went wrong.
What did you have to give up to get here?
Why ask it
Success stories are told as additions, and this asks for the subtractions: the income, the city, the years, the other career. Ask only when the talk was personal enough to invite it.
Which part of this work do you still find hard?
Why ask it
Experts rarely get to admit difficulty from a stage, and the reply is usually the skill that never becomes automatic. For a beginner listening, hearing that the hard part stays hard is fair warning about what they are signing up for.
What has changed most in this field since you started?
Why ask it
A speaker with a long career can describe the before and after in tools, money or rules, which a newcomer has no other way to see. A good follow-up is which change they resisted and turned out to be wrong about.
What does your work look like on the days you're not on a stage?
Why ask it
You find out whether they still do the thing they speak about or mostly speak about it now. Both can be worth hearing, but current practice and remembered practice deserve different amounts of trust.
How do you prepare for a talk like this one?
Why ask it
Anyone who has to present next month gets a free lesson. Ask for the mechanics: how many run-throughs, whether they script or work from notes, and what they change from one audience to the next.
Do you still get nervous before speaking, and what do you do about it?
Why ask it
Plenty of experienced speakers say yes, which on its own steadies a student with a first presentation coming up. The routines they describe are mostly small and copyable: arriving early, learning the first minute by heart, finding one friendly face.
What's a talk of yours that fell flat, and what did you change afterward?
Why ask it
Asked warmly, it gets a laugh and then a real answer. The fix they describe, whether that was cutting a section, opening differently or dropping the jokes, shows how much of a good talk is revision.
Panels
[Name], where do you part ways with what [another panellist] just said?
Why ask it
Panels drift into agreement because disagreeing in public feels rude. Naming both people gives them permission, and a moderator will usually be grateful. Keep your tone light so it lands as curiosity.
[Name], you see this from the [client, regulator, startup] side. What looks different from there?
Why ask it
A panel earns its place when the seats represent different vantage points, yet most questions treat the panel as one person. Addressing a named seat gets the answer only that panellist could give.
What did you hear from someone else on this panel today that you hadn't considered?
Why ask it
It rewards the panellists who listened to each other instead of waiting for their turn. Address it to one person first, or five people will look at one another and the nearest microphone wins.
[Name], what would you ask [another panellist] if you were sitting out here?
Why ask it
Panellists know each other's work far better than the audience does, so the question one of them picks is likely to be sharper than yours. It also gets two people on stage talking to each other, which a row of separate short answers never does.
Is there anything all of you agree on that people outside this room would dispute?
Why ask it
A panel is usually drawn from one corner of a field, and its shared assumptions are invisible from the stage. Here they have to say the quiet consensus out loud, and the audience can decide whether to share it.
Whose point of view is missing from this stage?
Why ask it
Said plainly, it is a request for a name or a group, not a complaint about the line-up. Panellists often point to the customer, the patient, the junior staff or a rival school of thought, which tells you whose account to seek out next.
In one sentence each, what's the most overrated idea in this area right now?
Why ask it
The one-sentence limit is the point: every voice gets in under a minute and the first panellist cannot use up the slot. Save it for the end of a session, when the moderator is watching the clock.
Closers
Where is this field going that most people have not noticed yet?
Why ask it
Ask for something they have observed rather than a prediction. The best answers come with a reason they have seen it early, such as the kind of client or data they have access to.
What makes you hopeful about where this is going?
Why ask it
A good last question after a talk about a hard problem, since it sends people out with something other than dread. Ask for a particular reason, such as a result, a new rule or a group of students, so the reply is more than a mood.
How do you keep up with this area without drowning in it?
Why ask it
Push for names: the newsletter, the one colleague, the conference they stopped going to. What a busy expert has decided to ignore is as useful to a newcomer as what they read.
If we read only one thing on this, what should it be?
Why ask it
Limiting it to one is what makes the answer useful, since a list of ten goes unread. Mention if you are new to the subject, or you may be handed the hardest book on their shelf.
What's a question you wish audiences would ask you and never do?
Why ask it
Rooms keep asking the same few questions, so this hands the speaker the material they came prepared to share and never reached. Expect a long answer, and ask it when there are minutes left, not seconds.
What do you need from the people in this room now?
Why ask it
After a presentation at work or in class, the presenter often wants something they never said: a decision, comments on one section, an introduction. Asking outright turns polite applause into the help they came for.
What are you working on next?
Why ask it
Short, friendly and always answerable, so it suits the final minute when the moderator asks for one quick question. You often hear about work that is a year away from being a talk of its own.
Which sessions on the programme would you go to if you were staying for the whole conference?
Why ask it
Made for a keynote speaker who opens the event and may well have read the schedule to prepare. The picks give you a route through the days ahead, and a speaker who cannot name one has told you how closely the keynote was written for this crowd.
Will the slides be shared, and where can we find the sources behind them?
Why ask it
Half the room wants to know and is photographing the screen instead of asking. The sources matter more than the deck, since slides without their references are hard to check or quote later.
If someone tries this and gets stuck, is there a good way to reach you?
Why ask it
It ends the session on something people can act on and lets the speaker set the terms, whether that is an email address, a newsletter, or nothing at all. Asking from the floor is easier than intercepting them at the coffee table, and everyone hears the answer.
Asking well in a Q&A
Practical guidance for the conversation itself
Picking from this list
- Openers are for a silent room or a subject you do not know. None of them needs background, and any speaker can answer them, so they are also the safe choice for a student sent to ask a question.
- The argument group belongs in seminars, research talks and anywhere a claim will be repeated later. Pick one and name the slide or figure you mean.
- Applying it is for conference sessions and workshops, where the room wants to take something back to work. State your own constraint in a few words so the answer fits it.
- Their story suits keynotes, assemblies, class visits and book talks built on a personal account. Read the tone of the talk first: the more personal questions depend on the speaker having opened that door.
- Panels only applies when several people share the stage. Most of those questions are aimed at one named panellist, so note who said what while the session is running.
- Closers are worth holding until the moderator calls for a final question. Short ones get picked when time is nearly up.
Before your turn at the microphone
- Write the question down during the talk and cut it to one sentence. Questions composed while standing in the aisle come out as three questions joined by "and also."
- Check whether the speaker already answered it on a slide you half-read. Being told "I covered that" costs you the room's attention.
- Decide which single answer you want. If you want a recommendation, ask for a recommendation; if you want a story, ask what happened.
- Find out how questions are handled. Some events take a roving microphone, some collect cards, some run everything through a moderator who will merge yours with someone else's.
- If the session is remote, get your question into the chat early. Moderators often work from the top down and run out of time before the queue does.
Phrasing that gets a real answer
- Skip the preamble. Your job title and your admiration for the talk can wait, and a room has little patience for a wind-up.
- Ask for a specific case rather than a general view: what happened the first time, what the number was, who objected.
- Give the speaker an exit. "If that's not something you can talk about, say so" makes it easier for them to answer the parts they can.
- Avoid stacking. "And a follow-up" usually means only the second half gets answered, and it is normally the weaker half.
- Do not use the microphone to make a point. If your question ends with the audience unsure whether you asked anything, you have given a short talk of your own.
Catching them afterward
The hallway is where the caveats live. Speakers are often more candid when they are not on record and not on a clock, so save anything about failures, internal politics, or what they would not put on a slide for the moment after the session ends. Lead with the specific: name one thing they said and ask what happened next. Keep it to two or three minutes unless they extend it, because there is usually a queue behind you and a schedule ahead of them. If you want anything ongoing, ask for one small, defined thing rather than "to pick your brain."
Adapting to the format
Panels
Direct the question at one named person, otherwise the first panellist answers at length and the rest agree. If you want disagreement, ask the same question of two people who clearly differ. With a moderator in the chair, say who the question is for before you ask it, so it is not handed to whoever spoke last.
Academic seminars
Method questions are normal and expected here in a way they are not at a commercial conference. Ask about sample, controls, and what result would have falsified the claim.
A keynote speaker who takes no questions
Assume you get one shot in a corridor or a signing line. Have a single sentence ready and lead with the question rather than the compliment.
Internal talks at your own company
Everything you ask is heard by colleagues as well as the speaker. If your real question is critical, ask the version that is answerable in public and take the rest offline.
What tends to go wrong
- Asking something a search would answer in ten seconds. Spend the question on what only this person could tell you.
- Turning the Q&A into a private consultation about your own situation. Ask the version other people also need answered, then take the detail offline.
- Testing the speaker. Trying to catch them out gets a defensive answer and teaches the rest of the room nothing.
- Asking for predictions about five years out. The answers are entertaining, unverifiable, and forgotten by the time you leave.
- Accepting a non-answer out of politeness. One follow-up sentence, "Sorry, I meant specifically the first month," is fair and usually welcome.