31% of Expert-Network Experts Say They've Taken Calls They Weren't Qualified For

Thirty-one percent of expert-network experts say they've completed calls they weren't qualified for. That's from Woozle Research's survey of 1,368 people who take consultations through GLG, AlphaSights, Guidepoint, Third Bridge, Tegus and others, run in October and November 2025.

It matters who produced that number. Woozle sells finished research as an alternative to the traditional expert networks, which means it surveyed its competitors' supply and benefits from what it found. The response rate was 16%, the respondents were recruited through LinkedIn and direct email, and the full questionnaire sits behind a sign-up form. So treat the 31% as what experts self-reported in one vendor's survey, not as a measured defect rate.

Even with all of that discounted, the finding lines up with a lot of independent evidence about how expert testimony works. And for an advisor, the exact percentage matters less than what happens to the testimony after the call ends, once it's sitting inside a recommendation with your name on it.

What an expert network sells, and what it can't check

An expert network sells access. It finds someone who has worked in the industry, the company or the role you're asking about, clears them through compliance, and puts them on the phone with you for an hour. That's genuinely useful, and for a lot of questions there's no faster way to hear from someone who has been inside the thing you're studying.

What the network mostly can't do is verify that the person knows what they say they know. In Woozle's own explanation of its results, experts largely certify their own expertise with minimal verification, and networks are under pressure to fill client requests within 24 to 48 hours. Woozle's survey also found that 71% of experts receive project invitations that don't match their expertise, and 32% get mismatched invitations frequently.

That isn't only a vendor talking. In 2020, a former enforcement attorney who had chaperoned expert calls wrote for Integrity Research that some networks "do not cross-check an expert's self-reported education, employment, or current position" against public information, and that when she compared self-reported profiles with LinkedIn, they were "often very different." She described experts covering thin firsthand knowledge with phrases like "I've seen" and "I've heard," and concluded that "it takes a very skilled analyst to drill down to what firsthand knowledge the expert actually has."

The networks' own rules point to the same control. AlphaSights' expert code of conduct tells experts they "must not accept opportunities that are outside of your areas of experience." That's a reasonable rule, and it means the main safeguard is the expert's own judgment about their expertise. The 31% are, by their own account, the people for whom that safeguard didn't hold.

The person you're allowed to ask has usually left the company

There's a second limit built into the system, and this one exists for good reasons.

The major networks bar current employees from discussing their own employer. GLG's compliance policy says employed experts "may not engage in projects about their own company," and Third Bridge's expert terms exclude any consultation "which principally relates to any company of which you are an employee." Regulators care about this, too. The SEC's 2022 examination risk alert faulted firms that lacked procedures for "tracking and logging calls with expert network consultants" and for "reviewing detailed notes from expert network calls."

Those rules keep material non-public information off the phone, and nobody should want them loosened. But follow the logic one step further. If current insiders can't talk about their employer, then the person you're permitted to ask about a company is usually someone who no longer works there. Their knowledge was accurate as of the day they left, and it's been aging ever since. No individual expert is at fault for that. The compliance design produces it, which means even a fully qualified expert is often describing a company as it used to be.

The price gap matters less than who carries the risk

The economics are worth a look, because they explain the incentives on each side of the call.

Networks that publish a price charge roughly $525 to $1,050 for a one-hour call, according to a 2026 cost review. On the other side, 65% of the experts in Woozle's survey said they earn under $400 per call, and the most common band was $100 to $199. An expert being paid modestly per hour, invited to calls that are only loosely related to their background, has every reason to say yes and not much reason to say "I'm not the right person for this."

But the money isn't the real exposure. The expert gets paid either way, and the network has delivered the hour it sold. The person carrying the risk is the one whose name goes on what the call fed into.

That testimony moves real decisions. A 2025 working paper by researchers at Indiana University and Harvard Business School, using a leading network's call data from 2018 to 2024, found that expert calls about a private company were associated with a roughly 60% higher likelihood of that company completing a capital raise, and about 73% more capital raised. It's a correlation rather than proof of cause, but the researchers also found that the sentiment of the expert's answers predicted deal outcomes. What the expert says flows straight into how money gets allocated.

For a boutique advisor, the equivalent is the recommendation your client takes to their board. If an expert call shaped it and the expert was wrong, or right about a company that has since changed, nobody in the room will ask which network you used. They'll ask where the claim came from.

The call isn't the evidence

An expert call you take on trust is a cheap yes. It costs an hour, it sounds like primary research, and it hands you a confident, quotable answer from someone who was there. A cheap yes leads to an expensive no, and with expert testimony the no tends to arrive in the worst possible place – in front of your client, after the recommendation has gone out.

The fix is to treat each call as one piece of testimony that has to be checked before it carries any weight. You don't need a better network for that, and you don't need to distrust experts. In practice it comes down to three checks.

Test the expert's claims against the documents. Most of what an expert asserts about a market or a company leaves traces somewhere – filings, pricing pages, product documentation, job postings, earnings calls, the client's own data. If a claim matters to the recommendation, it should line up with something on paper. When I worked through 90 source documents for Illumea Advisory's competitive analysis, most of the work was exactly this: weighing which findings mattered, which contradicted each other, and where the data was too thin to carry a conclusion.

Check it against the demand side. An expert describes what a market looked like from where they sat. The people buying in that market today can tell you what they're actually choosing, and when the two disagree, the disagreement is usually the most valuable finding you'll get. Three people who live the problem agreeing it's real will beat one confident former insider.

And look for the contradiction on purpose. If a single expert's view is carrying a recommendation, find out what would have to be true for them to be wrong, and go check that. A claim that survives an honest attempt to break it is one you can stand behind in front of a board.

None of this replaces the expert call. It's what turns the call into something you can defend.

That's the layer that tends to get squeezed when an engagement is busy, because it's slow and it doesn't feel like progress. It's also the layer that decides whether the recommendation holds up when your client's board starts asking questions, and your name is on it either way.