Can AI Help You Anticipate Sales Objections?

Before a follow-up call, it helps to know what the customer was worried about last time. Perhaps they questioned the price, asked about migration or needed approval from someone who wasn't in the meeting. Those concerns are a useful place to start your preparation.

AI can help you find them in earlier recordings. Calling that “prediction” makes it sound more mysterious than it is: you are reviewing what the customer has already told your team and deciding what to ask next.

Start with the account's previous conversations

Suppose a buyer said, “We can't switch systems until the current contract ends in November.” Before the next call, you want that sentence, the date of the conversation and any follow-up commitment beside it.

A useful preparation note might read:

• Previous concern: the current contract runs until November.
• Still to check: the cancellation deadline and who manages the switch.
• Question for this call: “Have you had a chance to check the notice period?”

That is more helpful than a generic warning that the customer may resist change. It also gives the buyer room to tell you that circumstances have changed.

When reviewing an AI-generated note, open the source. Check who raised the concern, whether it was resolved later and whether the information is still current. A question from an early discovery call should not follow an account around indefinitely as an unresolved objection.

For a new account, prepare questions

You have less to work with when nobody on your team has spoken to the buyer. Calls with similar customers can suggest topics worth covering, such as procurement, rollout or support in a particular language.

Treat those as preparation prompts. If other customers in the sector needed security approval, ask how this buyer evaluates new software. Don't assume they have the same process or introduce an objection they haven't raised.

The distinction matters in the wording of the note. “Ask about the approval process” helps a rep prepare. “This account will object to security” presents a guess as knowledge.

Keep the brief short enough to use

For a follow-up meeting, a practical brief includes the last agreed next step, any open concerns and the questions you still need answered. Link each account-specific observation to its recording so the rep can check it quickly.

Avoid filling the brief with every objection mentioned across the team's history. A rep preparing for a renewal needs different context from a rep making a first introduction.

When the conversation takes a different turn

Preparation won't cover everything. The buyer may have a new budget, a different priority or a colleague joining for the first time.

Live guidance can suggest a response as an issue comes up. The rep still needs to listen and decide whether the suggestion fits. For examples of useful follow-up questions, see our guide to handling objections during a sales call.

Afterwards, review which concerns actually mattered. Update the account record and keep the customer's answer attached to the question. That makes the next preparation note more useful.

FAQ

Can AI predict an objection on a first call?

It can suggest likely topics from similar conversations. It cannot establish what this particular buyer thinks without evidence from them.

What should a rep check before trusting a preparation note?

The source conversation, its date and whether a later discussion resolved the concern. Check the speaker too: a rep describing a possible objection is different from a customer raising it.

How can we try this with our own calls?

Take an account with a follow-up meeting booked. Review its earlier recordings and write a short brief with the open questions. After the meeting, compare that brief with what came up. Teneks Sales brings recorded-call analysis and live guidance into that workflow.