A well-run expert network call can reshape a research project in 60 minutes. A poorly run one burns a budget line, generates vague notes, and leaves the team no more certain than before the call started.
The difference is rarely the expert. It is almost always the preparation, the profile selection, the questioning technique, and what happens in the 30 minutes after the call ends. This guide covers all four stages in detail, before selecting the right expert, during, and after, with specific guidance for consulting teams, investment professionals, and corporate researchers working in complex or fast-moving markets.
For a deep overview of expert networks, check our full guide here.
The Four Phases of a High-Value Expert Call
| Phase | What Determines Value Here |
| Phase 1 — Brief & Preparation | Clarity of objective, quality of questions prepared |
| Phase 2 — Expert Selection | Relevance of profile chosen from shortlist, not just availability |
| Phase 3 — During the Call | Agenda control, questioning technique, compliance awareness |
| Phase 4 — Post-Call Processing | Immediate capture, structured synthesis, cross-call triangulation |
Phase 1: Preparation — The Value Is Decided Before the Call Starts
The most experienced researchers treat the preparation phase as the primary work and the call itself as validation. Poor briefs produce generic shortlists. Vague objectives lead to vague answers. Ninety percent of failed expert calls can be traced back to insufficient preparation.
Define the Actual Research Objective, Not the Topic
There is a critical difference between a topic and an objective. ‘Understanding the Saudi retail market’ is a topic. ‘Determining whether a category-specialist retailer from Europe can achieve 15% gross margin in the Saudi market within 24 months’ is an objective. The objective produces specific, testable questions. The topic produces a conversation.
Before writing a single question, answer these three things:
- What specific assumption, hypothesis, or decision depends on this call?
- What would a clear ‘yes’ or ‘no’ to that hypothesis look like?
- What do you already know from desk research, and what remains genuinely uncertain?
The third question is the most important. Expert calls deliver the most value at the frontier of your existing knowledge on the specific points that secondary sources cannot resolve.
Build 3–5 Core Questions, Not a Long Script
The optimal expert call is structured around three to five core questions with room for follow-up, not a 20-question script. Scripts make calls feel like surveys. They constrain the expert and prevent the unscripted insight, the offhand remark, the unexplained hesitation, the unprompted aside that often contains the most valuable information.
A good question framework for a 60-minute call:
- 1–2 context-setting questions to establish the expert’s specific vantage point
- 2–3 core hypothesis questions directly tied to your research objective
- 1 open-ended forward-looking question: ‘What would you be watching most closely if you were in our position?’
Test every question against a simple standard: if the expert answers this clearly, does it change a decision or confirm/invalidate an assumption? If not, cut it.
Write and Share a Discussion Guide in Advance
Sharing two to four topic areas with the expert before the call, not the full question list, but the thematic areas, produces materially better calls. Experts arrive having recalled specific examples and data points rather than improvising. The first ten minutes are not wasted on orientation. And the expert has had time to consider what is and is not within their compliance boundaries to discuss.
A brief discussion guide also signals professionalism to the expert, which directly affects the quality of engagement you receive.
Phase 2: Selecting the Right Expert from Your Shortlist
Most teams underinvest in this phase. They receive a shortlist of four profiles, pick the one with the most impressive title, and move on. This is consistently where expert call ROI is lost.
Job Title Is the Weakest Signal
A ‘Former VP of Operations at a major FMCG company’ could mean someone who ran a 2,000-person regional supply chain, or someone who managed a 12-person logistics coordination team with a VP title. The difference in insight quality for a supply chain research question is enormous. When evaluating profiles:
- Read the role description, not just the title. What did they actually manage and decide?
- Check recency. Someone who left the relevant role three years ago may have stale market knowledge; someone who left six months ago may have the freshest perspective available
- Look for the specific geography, channel, or functional area your question targets, not just the industry
- Prioritize operational experience over advisory experience for most questions. Someone who has done the job is more valuable than someone who has advised on it
For Niche or Emerging Markets: Push Back on Thin Profiles
When researching markets with limited expert pool depth, GCC real estate, sub-Saharan logistics, Southeast Asian healthcare regulatio,n it is worth asking the network explicitly: ‘Has this expert actually operated in this specific market, or are they advising from a regional headquarters?’ The distinction is critical, particularly for markets like Saudi Arabia or the UAE, where regulatory environments, commercial dynamics, and ground-level conditions differ sharply from what is visible from a pan-regional advisory role.
A good expert network, including Infoquest will custom-source fresh experts for each brief rather than offering whoever is available in a general database. If you are consistently receiving profiles that feel slightly off-brief, that is a signal to either sharpen the brief or switch to a network with custom-sourcing capability for that region.
Phase 3: During the Call — The Phase Most Guides Skip
The majority of expert call guides focus on preparation and post-call processing, treating the call itself as self-explanatory. It is not. The quality of your in-call execution directly determines how much of the expert’s actual knowledge you extract.
Set the Agenda in the First Five Minutes
Do not dive into questions immediately. Use the opening three to five minutes to:
- Confirm the expert’s specific role and what they personally own in the area you are researching
- Briefly share the context and decision you are working toward. Experts give better answers when they understand why you are asking
- Set the agenda: ‘I’d like to cover three main areas. First X, then Y, and finally Z. Does that work, and is there anything from your experience that you think would be particularly relevant to flag early?’
This opening accomplishes two things: it confirms the expert is as matched to your question as the profile suggested, and it gives the expert the chance to flag immediately if they have a particularly strong view or relevant experience you were not expecting.
Ask for Stories and Specifics, Not Opinions
The weakest expert calls are dominated by the expert’s general opinions about an industry. The strongest calls are built around specific experiences, named examples, and concrete data points.
The difference comes from how you ask. Compare:
“What do you think about the regulatory environment for fintech in Saudi Arabia?”
“Can you walk me through a specific situation where the regulatory environment either accelerated or blocked something you were trying to do in the Saudi fintech market?”
The second question forces specificity. It anchors the answer in experience rather than opinion. It makes the insight verifiable against other sources. Whenever a call drifts into general commentary, redirect it with: ‘Can you give me a specific example of when you saw that play out?’
Control Pace and Direction Without Breaking Flow
Experts who have given many consultations can dominate a call with extended context-setting or tangential expertise. This is not bad faith; it often reflects genuine enthusiasm for the topic, but it can consume 30 minutes of a 60-minute call on a background that was not your core question.
Redirect smoothly, not abruptly. Phrases that work without creating friction:
- “That’s really helpful context. I want to make sure I understand the specific decision-making process on X before we run out of time. Could we go there now?”
- “I want to make sure I ask you about Y while we have you. Would you mind if we shifted to that for a few minutes?”
- “Given what you just said, I’m curious how that plays out specifically in [geography/company type]. Can you take me there?”
Compliance Awareness During the Call
For investment professionals and consulting teams working with regulated clients, MNPI awareness during a call is not optional. A few practical rules:
- Never ask a current employee for information about their employer’s non-public financials, unreleased products, or unannounced deals
- If an expert begins to share information that sounds potentially material and non-public, it is appropriate and important to interrupt: ‘I want to make sure we stay on the right side of compliance here, can we keep this to what’s publicly known or your general industry experience?’
- Compliance issues caught during a call are infinitely easier to manage than compliance issues identified after a transcript is delivered
Reputable networks, including Infoquest, monitor calls in real time for risk signals, but the client team carries shared responsibility for the conversation.
Close the Call Properly
Two minutes before the scheduled end, shift to a closing sequence:
- ‘Is there anything from your experience that you think would be directly relevant to what I described that we haven’t covered yet?’
- ‘If you were in our position, what would you be most focused on watching over the next six to twelve months?’
The first question frequently surfaces the most valuable insight of the entire call, the thing the expert assumed you already knew but did not explicitly raise. The second anchors the expert’s perspective on forward risk, which is often more valuable than backward analysis.
Phase 4: Post-Call Processing — Where Most Teams Lose Half the Value
A 90-minute expert call that produces three pages of unprocessed notes depreciates within hours. Memory fades, context collapses, and the nuanced insight that seemed obvious during the call becomes ambiguous by the next morning. The post-call window, ideally the 30 minutes immediately following the call, is where insight either becomes usable intelligence or becomes noise.
Capture Immediately, While in Session
If you are using a note-taker on the call, the structured debrief should happen before the call ends use the final five minutes to verbally summarise your three key takeaways with the note-taker. If you are solo, write your three most important findings and one key uncertainty the moment the call ends, before checking messages or moving to the next task.
The most useful capture format structures notes around your original questions rather than chronology. What did the expert say about X? About Y? Where did they contradict your hypothesis? Where did they confirm it? What data point or example was most surprising?
Flag Hypothesis Changes Immediately
Every expert call either confirms, qualifies, or challenges a hypothesis you entered with. The most important post-call action is recording which of those three happened, and why. This keeps the research programme honest and prevents confirmation bias, the tendency to remember insights that support your existing view and discount those that do not.
Triangulate Across Multiple Calls
A single expert call is directional. Real analytical confidence comes from pattern recognition across three or more calls. When multiple experts with different vantage points, different companies, different roles, and different geographies independently converge on the same view, that convergence is significant. When they diverge, the divergence itself is the insight: it points to the specific dimension of a question that is genuinely contested or situation-dependent.
Structure your cross-call synthesis around your original hypothesis: what proportion of experts confirmed it, what proportion challenged it, and what conditions seem to determine the answer?
Use AI Transcript Tools Strategically
AI summarisation tools for expert call transcripts can materially reduce the time spent on processing, extracting key claims, flagging direct quotes, and generating thematic summaries across multiple calls. Networks, including Tegus/AlphaSense and Infoquest have integrated AI transcript tools into their platforms.
Two caveats: AI tools are better at capturing what was said than at capturing what was implied, hesitated over, or left unsaid. The expert who pauses before answering a question about a competitor, or who qualifies every statement about a market with ‘in my experience in the UAE specifically,’ is signalling something that transcript summarisation does not always capture. Read the transcript alongside the AI summary, not instead of it.
Consultant-Specific Guidance: Systematizing Expert Calls Across a Project
Consulting teams face a specific challenge: they typically run 6–20 expert calls per engagement, across multiple associates, on overlapping research questions, with the findings needing to cohere into a defensible client recommendation. Individual call quality matters, but programme quality matters more.
Build a Running Hypothesis Tracker
At the project level, maintain a live document that tracks: the core hypotheses, the current evidence for and against each one, the calls that informed each view, and the remaining questions that still need resolution. This prevents the common failure mode where ten calls are conducted, but the synthesis happens from scratch in the final week because nobody was tracking the pattern as it built.
Set a Call Brief Standard Across the Team
When multiple associates are running calls, alignment on the five to seven core questions the project needs answered, not individual associates’ questions, is essential. Individual associates can and should ask follow-up questions and explore unexpected angles, but the project-level research questions should be consistent across all calls to enable cross-call synthesis.
Give Feedback to the Network After Every Call
The expert match quality on call two and call three is almost always better than call one when the client team provides specific feedback: ‘The expertise was slightly too senior for this question, we need someone closer to the operational implementation’ or ‘The geographic focus was pan-regional, but we need deep Saudi-specific experience.’ Networks that custom-source, including Infoquest, can adjust their sourcing criteria in real time based on this feedback. Networks operating from static databases often cannot.
Common Mistakes That Kill Expert Call Value
| Mistake | Why It Matters and How to Fix It |
| Treating the call like an interview | You end up confirming what you know, not learning what you don’t. Enter every call assuming your hypothesis might be wrong. |
| Selecting the most impressive title, not the most relevant profile | Use smooth redirects to protect call time. The expert is not wasting it intentionally; they need guidance on what you most need. |
| Asking yes/no questions | Binary answers don’t produce insight. Reframe every yes/no question as ‘walk me through a time when…’ or ‘what does that look like in practice?’ |
| No post-call structure | Unprocessed notes lose their value within hours. Use a consistent structure: hypothesis confirmed/challenged, key quote, one uncertainty. |
| Relying on a single call | One expert’s view is directional at best. Confidence requires triangulation across multiple independent sources. |
| Letting the expert go off-track without redirecting | Use smooth redirects to protect call time. The expert is not wasting it intentionally they need guidance on what you most need. |
| Skipping the closing question | ‘What haven’t we covered that you think is most relevant?’ frequently surfaces the highest-value insight of the entire call. |
Frequently Asked Questions
How long should an expert network call be?
Most expert calls are scheduled for 60 minutes. For a well-defined, single-topic research question, 45–60 minutes is sufficient. For multi-dimensional due diligence questions, particularly in complex markets, 90-minute calls are more appropriate and should be requested explicitly. Avoid scheduling 30-minute calls unless the question is genuinely narrow; the first 10 minutes of any call are taken up by setup and context, leaving only 20 minutes of substantive exchange.
How many expert calls do I need for a research project?
There is no universal answer, but a useful rule of thumb: you need enough calls that you are hearing the same answers without new information being added. For investment due diligence on a single company or sector, 4–8 calls across different vantage points (former executives, customers, competitors, regulators) is typical. For broad market entry assessments, 8–15 calls covering different geographies and functions is common for consulting engagements.
What questions should I not ask on an expert network call?
- Do not ask current employees about their employer’s non-public financial performance, unannounced products, or confidential internal decisions.
- Do not ask former employees about active customer relationships or deals in process at their former employer.
- Do not ask for specific names of individuals at target companies.
These questions create MNPI risk, and responsible experts will decline to answer them; a well-run network will have trained experts on these boundaries before the call begins.
How do I prepare expert interview questions?
Start from your research objective, not from topics. List the specific assumptions your decision rests on and write one question that would directly test each assumption. Prioritize by importance and cut until you have three to five core questions. Add one context-setting question at the start and one open-ended forward-looking question at the end. Share the thematic areas (not the full question list) with the expert in advance through the network.
What makes an expert network call valuable for consultants specifically?
For consulting teams, expert calls are most valuable when they are used to pressure-test specific client-facing recommendations, not to build foundational knowledge from scratch. The highest-ROI calls happen when you know enough from desk research to form a clear hypothesis, and the expert’s role is to confirm, challenge, or calibrate it. Calls used for general orientation, learning what an industry looks like, are less efficient than structured secondary research for the same purpose.
How do expert calls work in GCC and Middle East research?
GCC and MENA research requires additional attention at the expert selection phase. Published research and analyst coverage in these markets is often thin, outdated, or reflects a pan-regional view that does not capture country-specific dynamics. Saudi Arabia, UAE, Kuwait, and Qatar each have distinct regulatory environments, commercial cultures, and decision-making dynamics that a regional generalist will not reflect accurately. Request experts who have operated within the specific country and commercial context you are researching, not just ‘Middle East experience.’ Networks with active on-the-ground sourcing in GCC markets, including Infoquest, will surface genuinely different profiles than those relying on pre-registered global databases.
Conclusion: Expert Calls as a System, Not a Series of Conversations
The teams that extract the most value from expert networks treat the entire programme preparation, selection, execution, and synthesis as a repeatable system, not a series of ad hoc conversations.
- They enter calls with clear hypotheses
- They select profiles based on operational relevance, not title impressiveness
- They control their calls without suppressing them
- They process findings within the hour rather than the week.
Applied systematically, expert network calls become one of the highest-leverage research tools available, particularly in fast-moving markets, niche geographies, or complex decision contexts where secondary sources are thin, and timing is critical. In markets like the GCC, where the gap between publicly available information and ground-level reality is wide, a well-run expert call programme is often the difference between a defensible recommendation and an expensive guess.
