Career skill · Evaluation

Job-Fit Analysis

Paste a job and Seba evaluates it end to end against your CV and goals — a structured report with a 1–5 score, CV match and gaps, level strategy, comp, a customization plan, an interview plan, and a read on whether the posting is even real. Billed per run.

9:41
Seba
bot · online
CV match & gapsLevel & compCustomization planLegit check
Should I apply to this role? Score it against my CV9:41
Evaluated. Score 4/5 — here’s why:
Strong match on 6 of 8 requirements, 2 real gaps
JD reads senior — lead with your platform wins
Posting looks legit: named team, scope, no red flags
job_fit.md
Report · A–G · score 4/5
Job-Fit Analysis skill · 25 credits
9:41
Message

A should-I-apply answer, not just a re-read of the JD

A clear 1–5 score

Up top, before the detail: how good a fit this role is for you, so you can triage at a glance and decide where to spend your effort.

CV match and honest gaps

Every JD requirement is mapped to a real line in your CV, and each gap is called a blocker or nice-to-have with a concrete way to bridge it.

A level and comp strategy

Whether the role under- or over-levels you, how to sell senior without lying, plus researched pay for the role and region instead of a made-up number.

A legitimacy read

Seba assesses whether the posting is a real, active opening — presenting signals, never accusing — so you don’t waste effort on a ghost role.

What the A–G report covers

The full evaluation an experienced candidate would run, in one structured report.

  • A — Role summary: archetype, domain, function, seniority, remote, team and a TL;DR
  • B — CV match: each requirement mapped to a real result, then honest gaps with mitigations
  • C — Level & strategy: detected level vs yours, a sell-senior angle and a down-level fallback
  • D — Comp & demand: researched pay for the role and region with sources, or an honest no-data note
  • E — Customization plan: top CV and LinkedIn changes to maximise match
  • F — Interview plan: STAR+R stories mapped to requirements, a case study, likely red-flag questions
  • G — Posting legitimacy: a confidence tier with a signals table, never a default accusation
  • Score & next steps: a 1–5 fit score up top and what to run next

From a pasted job to a should-I-apply call in three steps

01

Open Seba in Telegram

One tap into @meetseba_bot. No install, no signup forms.

02

Paste the job

Drop in the job description text (and your CV, or the one Seba saved). “Should I apply to this?”

03

Get the report

Seba returns the 1–5 score and blocks A–G, then offers to save it to your tracker and suggests the next skill — with the exact credit cost.

When to evaluate a job

Decide where your application effort is actually worth it.

  • +Deciding whether a role is worth applying to
  • +Checking how well your CV matches before you tailor it
  • +Working out whether to push for a senior title
  • +Sanity-checking comp against the market
  • +Spotting a likely ghost or low-quality posting
  • +Building an interview plan from the JD

Frequently asked questions

What does the evaluation include?+

A 1–5 fit score and a structured A–G report: role summary, CV match and gaps, level and strategy, comp and demand, a customization plan, an interview plan, and a posting-legitimacy read.

Does Seba apply to the job for me?+

No. Seba returns an evaluation report you can act on. It does not apply, submit your CV, or contact the employer. Whether and how you apply is entirely up to you.

Will it invent experience or comp numbers?+

Never. CV match uses only real lines from your CV, and comp comes from public research with sources. Where there’s no reliable data, Seba says so rather than inventing a figure.

How does the legitimacy check work?+

It presents signals — how specific the posting is, whether requirements are realistic, and recent hiring or layoff news — and gives a confidence tier. It never defaults to “suspicious” without evidence.

What do I need to send?+

The job description text and your CV. If you paste only a URL, Seba will ask for the text or try to fetch it; if your CV is saved, you just paste the job.

How much does it cost?+

You spend credits per run and Seba shows the exact cost before it starts. Start free with welcome credits; credits never expire.

Find out if it’s worth applying in one message

Paste the job and get a scored A–G fit report against your CV back. Pay only for the run.

No install · no signup forms