Generic language comes from missing detail
A letter sounds generic when it relies on broad enthusiasm, polished adjectives and claims that could belong to anyone. The problem is usually weak source material, not a lack of elaborate wording. New CV Tool gives the draft your verified career evidence, a stored writing sample and the current vacancy. These inputs create useful boundaries and give you concrete language to edit.
Three levers shape the voice
The product uses three practical controls. A stored writing sample gives the model a reference for tone. A readability setting controls sentence density and complexity. Verified claims come from your career profile rather than being generated freely. You still decide whether the result represents you. These controls shape expression while leaving the underlying career facts unchanged.
- Store a writing sample that reflects how you naturally explain decisions, responsibilities and results.
- Choose a readability level suited to the employer, role and length of the intended letter.
- Use only profile evidence with a known source and enough context for accurate wording.
- Replace broad enthusiasm with one real decision, consequence or reason for applying.
- Edit every sentence, remove borrowed phrasing and approve the document before PDF export. yourself personally.
Example: replacing a generic claim
Example: an experienced digital marketing professional applies for AI Business Partner at Lattice Commerce. The generic line reads: “I am passionate about digital marketing and innovation.” The candidate replaces it with one real decision. The new line explains moving content planning into a shared automation workflow, despite retiring a process the candidate had built. The wording shows a relevant choice and its cost.
Your voice remains your decision
A writing sample guides tone but does not lock the document into one style. You can simplify a sentence, restore your preferred wording or remove an example that feels too personal. The readability setting is adjustable. Every factual claim remains tied to the profile. New CV Tool does not promise detection avoidance and does not submit the letter. You remain the final editor.