AI resume review is software that reads a student's résumé, scores it line by line and suggests how to fix each weak line. It is also called AI résumé feedback or résumé scoring. Universities and colleges usually buy it for all their students at once, as part of their career services, so that students do not pay for it themselves. It works inside, or beside, a resume builder.
How does it score a résumé? The software has been trained on a large number of résumés, together with what recruiters thought of them. It checks three things. The first is the content: does each line describe an action and a result, with a number where possible? The second is the wording: does the résumé use action verbs such as "built", "led" or "reduced", and avoid vague phrases such as "responsible for"? The third is the format: the length, the sections, consistent dates, and a layout that an applicant tracking system (ATS) can read. Each line gets a score, and the whole résumé gets a total out of 100.
Consider an MBA student at a business school in Indore, a month before placements. She uploads her one-page résumé, which has 16 lines of content. The software gives it 54 out of 100 and marks 6 lines in red. One of them says "Worked on a marketing project for an FMCG company." FMCG means fast-moving consumer goods, such as soap and biscuits. The software explains that this line names no action and no result. It suggests a pattern for every line: the action, the task and the result. She rewrites the line as "Ran a 3-week sampling campaign in 40 kirana stores for a biscuit brand; the trial packs sold out in 31 stores." She fixes the other five lines in the same way and removes a second page about her hobbies. She uploads the résumé again. The new score is 79. Her placement cell asks for at least 70 before a résumé is sent to companies, so hers can now go out.
Why do colleges pay for it? A placement cell with 400 students and three staff cannot read every draft several times. The software gives every student feedback at any hour. The staff see a dashboard of the students whose résumés are still below the cut-off, and they spend their own time on those students.
The score is not a hiring decision. A recruiter, or the employer's own screening software, still decides whom to call. The review only makes the résumé clearer. For the next stage, many students practise on a technical interview platform.
How is it different from a grammar checker and paraphrasing tool? A grammar checker corrects the language of any text. AI resume review judges whether each line of a résumé shows what the person did and what came of it.