AI Performance Review Generator - Self, Peer & Manager Assessments
Review season means a self assessment for you and a review for every direct report or peer - each one requiring hours of digging and drafting. Perform Review turns the wins you logged all year into a calibrated, polished draft in your voice: yours to edit, refine, and own before you submit.
The blank page, at least twice a year
A self assessment that decides your raise, plus a review for every direct report - most managers lose 2-6 hours per review reconstructing evidence before they write a word. Generic AI tools do not help much, because they do not know your year: they produce fluent filler, not a calibrated record of impact.
From logged wins to a finished draft
Perform Review starts from your Achievement Log and role context, and produces a structured, polished draft: specific, metric-led, and in your voice. The draft organises the real work you captured, and you edit and approve every line before it goes anywhere.
Every review you have to write
Self assessments when the review doubles as your promotion case. Peer reviews that are specific instead of vague. Manager assessments for every direct report, drafted from your "About Others" logs and exportable as a batch.
In your voice, under your control
Adjust tone, add company and industry context, answer your organisation’s custom questions, and polish with AI Refinement. Your inputs and reviews stay private - never used to train AI models, and export to text or PDF when you are done.
Frequently asked questions
How do I write a self assessment?
Start from evidence, not adjectives: gather your concrete wins, quantify outcomes where you can, and frame each one as situation, action, and result. Perform Review does the heavy lifting, we take your logged achievements and role context, and produce a structured draft you edit and refine, rather than starting from a blank page.
How do I write a peer review?
Be specific and generous: name the moment you worked together, what your colleague actually did, and the effect it had, rather than a general "great to work with" line. Perform Review drafts this from your notes about a colleague, so it reads as specific praise (or specific, constructive feedback) instead of the vague three sentences peer reviews usually get.
How do I write a manager review?
Ground it in evidence for the exact person in front of you: their standout contribution this cycle, how it ties to their goals, and a clear read on where they are progressing. Perform Review drafts a manager review from your "About Others" log for that report, so every direct report gets an assessment built on what actually happened, not a template with their name swapped in.
Will my review sound like AI wrote it?
The draft is built from your real logged work, in your words, with tone controls and company or industry context, then you edit and refine it before submitting. Because the raw material is your actual year rather than generic filler, the result reads like you on a good writing day.
Does Perform Review write peer and manager reviews too?
Yes. Self assessments, peer reviews, and manager assessments for direct reports are all supported, each with its own structure and framing. Managers can draft a review for every report from their "About Others" logs and export the batch.
Does it invent achievements?
No. Perform Review organises and articulates the real work you logged - our AI model is tuned to avoid manufacturing accomplishments or feedback. That said, as with any AI output, we recommend treating every draft as a starting point: read it, edit it, and make it sound like you before submitting. The final review is always yours.
What does it cost?
You can start with free credits - no credit card required. Premium credit packs, a Review Season Pass, and a Pro subscription cover heavier cycles, tone adjustment, company context, custom questions, AI refinement and Pro subscribers get exclusive access to our AI Career & Manager Coach.
Is my review private?
Yes. Your inputs and generated reviews stay private and are never used to train AI models. You can export to text or PDF whenever you need.
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