How does sayit's IELTS speaking scorer and examiner notes work?

sayit's IELTS speaking scorer takes your recorded answer to a real IELTS-style prompt and returns an estimated band alongside examiner-style notes — each one naming a specific observation from your take, how much it's likely costing your band, and a concrete action to close the gap. It's built to read like feedback from someone who actually listened, not a grade with no explanation attached.

30-second version: Answer a Part 1, 2, or 3 style prompt, and sayit scores your fluency and pronunciation, blends them into an estimated band (0.7 accuracy-weighted overall plus 0.3 fluency, mapped onto the IELTS half-band scale), and generates examiner notes: what it observed, what that's holding your band at, and what to practice. It also reports the gap between your current estimate and a target band you name, with a plain explanation of what usually separates the two.

What does an examiner note actually contain?

Three parts, tied to one specific criterion. An observation — something concrete it heard, like "three pauses longer than a second, two of them mid-clause," or "final consonants dropped in 4 of 31 words." A band effect — a plain read on what that's doing to your score, such as holding you around a specific band. And an action — something to actually practice, often with example words or a specific drill. This is deliberately different from a transcript with a number stapled on; each note is meant to be something you can act on immediately.

Which parts of the real IELTS Speaking rubric does this actually cover?

Two of the four official criteria: Fluency and Coherence, and Pronunciation — the two an audio-only system can genuinely assess. It does not score Lexical Resource (vocabulary range) or Grammatical Range and Accuracy, because those require judging word choice and grammatical structure, not sound and pace. Every estimate is labeled as exactly that — an estimate, not an official score — because two of the four criteria that make up a real IELTS Speaking band are outside what this can measure.

What is "band gap," and how is it useful?

It's the distance between your current estimated band and a target band you're working toward, stated plainly — for example, half a band between a 6.5 and a 7.0 — along with a short, honest description of what typically separates those two levels (band 7 speakers rarely pause mid-clause and tend to keep every final consonant, as one example). It turns an abstract "get better" goal into a specific, comparative target.

Why does the estimate stop short of the top of the scale?

Because the two criteria this can't hear — vocabulary and grammar — are exactly the ones that separate the very top of the scale from the upper-middle. Reporting a capped ceiling on the estimate is the honest version of the number; claiming a full 9.0 from audio alone, when two of the four graded dimensions were never assessed, would not be. The band estimate's actual limits go into this in more depth.

IELTS scoring at a glance

How fast does the estimate come back after I answer?

Within seconds of finishing your recording — the same fast turnaround as any other scored take, since it's the same underlying pipeline with an IELTS-specific band mapping and note generation layered on top, not a separate slower process.

Try it

Answer a real prompt at IELTS speaking in sayit and read the examiner notes it generates — each one should point at something specific in your own take, not a generic tip. The honest limits of the band number itself are covered in what the estimate can and can't tell you.