Why do your reps call some leads first and let others rot?
Every rep sorts the list in their head before they pick up the phone. Here is how that quiet sorting leaves good leads uncalled, what the research says about judging people by name and accent, and how to judge every lead on what it says.
The short answer
When time is short, reps call the leads that look best, and “looks best” often means a familiar name, city or company.
Studies of businesses answering enquiries have found the same request gets fewer replies when the name or accent is unfamiliar.
Call every lead the same way and judge it on its answers. AI is not free of bias either, so keep the recordings to check.
What does cherry-picking look like?
Monday morning, sixty new leads. The rep scans the list: the big company names first, then the familiar cities, then the work email addresses. The personal email addresses and the unfamiliar names drift to the bottom. By Friday, the bottom half has not been called, and nobody made a decision to skip it.
Why do reps pick and choose?
There are more leads than hours. When a rep cannot call everyone, they call the ones they think will pay off, and that guess is made in seconds.
Trust in the source decides the effort. In a study of 461 reps at four B2B firms, reps spent 5.7% of their time on leads from marketing and 15.6% on leads they had found themselves, and the time they gave marketing’s leads rose with how good they thought marketing’s screening was.
Nothing sets the order. Without a rule for who gets called first, the order comes from the rep’s instinct, and instinct has habits.
Do people judge enquiries by name or accent?
Researchers have tested this by sending identical enquiries that differ only in the name or the voice. None of these studies tested sales teams, but they show how often the same request gets a different answer depending on who seems to be asking.
Banks: 55% vs 32%. Banks in seven European countries replied to 55.2% of emails from domestic names and 31.6% of identical emails from Arabic names (1,218 emails, 2018).
Landlords: 70% vs 29% vs 22%. One speaker called landlords in three different dialects. Viewing appointments in one neighbourhood: 70.1% in standard American English, 28.7% in African American English, 21.8% in Chicano English (989 calls, 1999).
Rental agents: 76% vs 44%. Men phoning Philadelphia rental agents were offered a flat to view 76% of the time with a white middle-class accent and 44% of the time in Black English Vernacular (474 calls, 2001).
What does cherry-picking cost you?
Hot leads go uncalled because they looked cold on a list.
You never learn which leads are good, because only the ones that looked good were ever tested.
The same people keep being skipped, which is unfair to them and a quiet risk to your reputation.
How do you judge leads on what they say?
Call every lead, in the order they arrive, not the order they look promising.
Ask everyone the same questions, in the same way.
Decide warm or cold after the call, on the answers, not before it on the name.
Check the “cold” pile now and then, to see whether the rule or the caller got it wrong.
Is an AI agent free of bias?
No, and it is worth being clear about that.
Speech recognition can mishear accents and names, and an AI agent can misunderstand an answer. What it does not do is choose whom to call. It calls every lead as it arrives and asks everyone the same questions, and every call has a transcript, and a recording if you record calls, so you can check its work.
How does IntrLume give every lead the same first call?
Every lead is called as it arrives. Within your calling hours, in the order the leads come in. Nobody picks from a list.
Everyone hears the same questions. The qualifying questions you set, asked the same way on every call.
The answers are recorded. With a summary, the transcript and the recording if you record calls, so warm or cold is decided on what the lead said.
You can check any call. Read the transcript or play the recording whenever the result looks wrong.
Common questions
Does the AI decide who is worth a human's time?
You decide what a good answer looks like. The agent asks the questions and records the answers, and your team sees them before deciding what to do next.
What if the AI misunderstands someone?
The transcript and the recording show exactly what was said, so your team can spot it and reach out to that lead another way.
Can my reps still call leads themselves?
Yes. The agent makes the first call to every lead, and your reps can pick up any lead from there, with the summary and transcript in front of them.