Explainable scoring

How Qalam evaluates LinkedIn authority

An evidence-led method for separating profile clarity, search relevance, proof, completeness, and professional-story alignment.

Direct answer

The Qalam LinkedIn Authority Score is an independent profile diagnostic. It summarizes visible strengths and gaps in information you provide. It is not an official LinkedIn score and does not estimate private recruiter behavior.

One unexplained number hides the real problem

A profile can look complete while its positioning is unclear, or use relevant keywords while offering little proof. Qalam keeps these dimensions separate so the total score cannot hide the section that needs work.

How the workflow works

  1. 01

    Positioning clarity

    Can the intended audience understand the role, focus, audience, and value quickly?

  2. 02

    Search relevance

    Does the profile use accurate language connected to the target role, industry, and capabilities?

  3. 03

    Credibility and proof

    Are claims supported by responsibilities, outcomes, scope, work samples, or supplied evidence?

  4. 04

    Completeness and alignment

    Do the sections, content, and target roles support one coherent professional story?

What Qalam checks

  • Dimension-level findings
  • Evidence source labels
  • Missing-information flags
  • Priority actions
  • Clear limits and confidence

What Qalam does not claim

  • Not an official LinkedIn rating
  • Not a prediction of reach or hiring
  • Not a substitute for recruiter judgment
  • Not based on private profile analytics

Questions

Is the score based on LinkedIn's algorithm?

No. LinkedIn does not provide Qalam with a public authority-scoring algorithm. This is an independent diagnostic.

Can two people with the same score need different changes?

Yes. The dimension breakdown and evidence matter more than the total because different gaps can produce the same score.

Will adding more keywords increase the score?

Only relevant, accurate terms help search relevance. Keyword stuffing weakens clarity and is not rewarded.