Things Candidates Say: Decoding Interview Answers for Deeper Insights

Behavioral interview questions are only half the equation. The answers candidates give contain linguistic patterns that predict performance far more reliably than gut instinct, and most hiring managers miss them because they're half-listening for buzzwords like "problem-solving" or "team player" rather than tracking the grammar underneath.

An analysis of more than twenty thousand candidate responses, run through linguistic scoring for verb tense, pronoun use, and emotional tone, turned up consistent differences between high performers and low performers:

• Strong answers lean on first-person pronouns ("I called the customer"); weak answers drift into second- and third-person framing ("what you should do," "he," "they"), which signals the candidate is generalizing instead of recounting their own experience.
• Strong answers use past-tense verbs, matching the question actually asked. Weak answers slide into present or future tense and modal verbs like should, could, and would, a sign the candidate is describing a hypothetical rather than something they actually did.
• Absolutes such as always, never, and impossible point to black-and-white thinking, a cognitive distortion that rarely maps onto real workplace situations.
• Adverbs, especially words ending in "ly," and vague comparatives like "way more" or "almost the best" substitute for specifics. A candidate who won't quantify or detail an outcome usually doesn't have one to share.
• Words like envious, hypercritical, impatient, and judgmental, along with reflexive blame of coworkers or bosses, often indicate low self-awareness dressed up as confidence.

A side-by-side comparison of two real interview answers to the same question, about receiving tough feedback from a boss, shows the gap in practice: one candidate offers a fluent, likable answer full of confidence and problem-solving language but never actually describes what happened. The other gives a plain, specific account with a date, a mistake, and a resolution. The second is the stronger hire, even though it sounds less polished in the moment.

Practical guidance for interviewers includes asking a behavioral question and then stopping, without adding "and how did you solve it," since that phrasing hands the candidate the shape of a good answer instead of forcing them to supply their own past-tense, first-person account.