Page-aware, evidence-grounded application copilot

Understand the role.
Build an application you can defend.

Bring in a real job, compare it with your reusable career profile, and create application materials grounded in experience you can explain.

Start with your profile See job-to-profile fit
  • Your career profile stays the source of truth
  • Sponsorship uncertainty stays visible
  • Start free — no credit card required
Local example · no AI credit Current-page check Example
my.jobstreet.com · Search results
Toolbar popup Open a job posting to continue my.jobstreet.com · Search results Open OfferPilots
Toolbar popup Available from the browser icon Injected panel Shown only where page access is permitted

Clear before clever

Know what the extension can do before anything is sent.

Every state explains the current context, the available action, and the boundary.

01

Honest current-page state

Search, job detail, profile, other readable pages, and restricted pages remain distinct.

02

Least-privilege access

Named sites are automatic; other readable pages require your explicit gesture.

03

One selected language

Use English or Simplified Chinese without mixed-language product copy.

Role Fit Explorer

See how a real job and your profile connect.

Choose a fictional listing from an external job board, explicitly import it, then inspect the code-owned fit inputs, visible gaps, and sponsorship context.

  1. 01 External job boardChoose one listing
  2. 02 Explicit importYou control when content is sent
  3. 03 Profile matchCode owns the numeric score
01 External job board Fictional external job board Choose a role

Roles for Alex Chen

Data and analytics roles
3 fictional results

Fictional external job board—OfferPilots does not run this search.

02 Selected fictional posting Posting context Job detected

Product Data Analyst

Northstar Labs
Kuala Lumpur · Hybrid · 2 days ago SQL · Product analytics

Turn product behavior into clear decisions for product and growth teams.

Visible requirements

  • Advanced SQL and funnel analysis
  • Experiment design and interpretation
  • Dashboard ownership and stakeholder reporting

No job content sent yet

OfferPilots OfferPilots career profile match Waiting for import

Alex Chen

Reusable career profile

  • 3 jobs
  • 2 skill groups
Ready to compare

No match score yet

Import the selected posting to compare its visible requirements with the reusable career profile.

  1. Selected job
  2. Import
  3. Match

Illustrative local demo. This automatic sample sends nothing. In the real product, job content is sent only after explicit import; this page does not call the production match service.

Page-aware by design

The panel stays useful without pretending every page is importable.

These states summarize the existing extension boundary; they do not broaden permissions.

JOB_SEARCH

Useful panel; import disabled until one listing is open.

Select a listing

JOB_DETAIL

Import enabled only when the page contains enough job evidence.

Import explicitly

PROFILE

A supported own-profile page uses the dedicated merge-aware update flow.

Update profile

RESTRICTED

The browser page cannot be read, so no injection or import is attempted.

Explain the boundary

One connected route

Move from posting to interview with your career profile in view.

Each workspace carries forward the same job posting and career profile context, so you always know what the output is based on.

01

Bring in your profile

Bring in your profile once.

LinkedIn and JobStreet contribute to the same reusable career profile; merge fills gaps without replacing manual edits.

  • Merge new evidence into existing sections
  • Keep manual edits
  • Preserve imported source ownership

Implementation owner Career profile import and merge

OfferPilots
Alex Chen Reusable career profile Preserve imported source ownership
02

Bring in

Bring in the posting without rebuilding it by hand.

Use the browser extension, import a public job-posting URL, or paste the text. Pasting stays available when direct import is unavailable.

  • Import starts only when you choose it
  • Company, role and location extracted
  • Original posting text provides tailoring context

Implementation owner Page-aware extension capture

OfferPilots
Connected

Senior Data Analyst

Example careers page detected

Job-page content is sent only after you choose Capture.
03

Understand

See why the role fits—and where it does not.

The match is computed against the career profile you control. Strengths link back to recorded skills or experience, while gaps remain gaps.

  • Career-profile matches and missing keywords separated
  • Relevant sponsorship wording shown from the posting
  • Unclear shown when relevant wording is absent

Implementation owner Deterministic MatchScorer inputs

— example fit

Current-profile analysis

Strong foundation, two clear gaps

Matched SQL experiments Stakeholder reporting Python analysis
Gaps dbt not evidenced Fintech domain unclear
Sponsorship unclear No visa wording found in this example posting
04

Tailor

Edit the story while preserving its source references and job context.

Generate a targeted résumé or cover letter and make reversible source-linked edits in a workspace that keeps the job context in view.

  • Job context stays visible
  • Invalid source references are blocked before save
  • Undo and reset protect the original

Implementation owner Source-linked document workflow

Documents Northstar · Résumé Northstar · Cover letter Atlas · Résumé

Preview

Tailored résumé

PRODUCT DATA ANALYST
Experience

Built weekly funnel reporting used by product and growth teams.

Source: Atlas Retail · Experience 2

“Built weekly funnel reporting…” links to Experience · Atlas Retail

Source references checked
Source-linked edit

Tighten the selected bullet without adding a new metric.

Source references are checked before save. Invalid source reference blocked

Next Review the tailored résumé

05

Prepare to interview

Prepare, fill, and stay in control.

Use the selected application for interview guidance. Saved answers fill recognized controls only after your click and never submit the application.

  • Interview guidance follows the selected application
  • Autofill is explicit and limited to recognized controls
  • OfferPilots never submits the application

Prepare

Rehearse from your career profile, not a script you cannot defend.

Prepare likely questions for the selected application, see why each is asked, and shape answer guidance around your real stories.

  • Behavioral, role and skills groups
  • Question rationale stays beside answer guidance
  • Answer guidance supports rehearsal—not guarantees

Implementation owner Interview preparation and explicit autofill

Northstar prep 1 · Product decision 2 · Conflicting data 3 · Stakeholder pushback

Behavioral · Question 1 of 6

Tell me about a time data changed a product decision.

Why it is asked

Tests whether you can connect analysis to an action.

Career-profile answer guidance

Use the Atlas funnel-reporting story. Explain the decision, your analysis and the outcome recorded in your career profile.

Evidence Atlas Retail · Experience 2 Answer focus Decision · analysis · outcome Ask them How are product bets evaluated?
06

Keep work connected

Return to one application command center.

Jobs, documents, interview preparation, and the next recorded action stay connected without inventing outcomes.

  • Imported jobs and tailored documents remain linked
  • The next useful recorded action stays visible
  • Unknown outcomes remain Not recorded

Implementation owner Application command center

RECOMMENDED NEXT ACTION Prepare the Northstar interview set Base questions on the résumé you tailored for this role.

Why source references matter

Source-linked content is easier to review.

OfferPilots links generated content to your career profile with source references. Before save, it checks that each reference exists and belongs to the expected career profile section.

  1. Select Choose relevant career profile context for the job.
  2. Generate Tailor the wording to the role and document type.
  3. Check references Check that source references exist and belong to the expected career profile section.
TAILORED OUTPUT

“Built weekly funnel reporting used by product and growth teams.”

CAREER PROFILE SOURCE Atlas Retail · Experience 2

Created weekly funnel dashboard for product and growth stakeholders.

Source reference valid Ready for your review

Built for careful applicants

Depth where it helps. Guardrails where it matters.

Reusable career profile

Build the source of truth once, then edit every section whenever your experience changes.

The imported-source merge path fills missing evidence while preserving user-owned edits.

Code-computed match score

Keywords are compared and the match score is computed in code, with career-profile matches and gaps shown separately.

The model may extract inputs, but deterministic code owns the numeric result.

Sponsorship context

See relevant sponsorship wording from the posting or an Unclear state.

Absence stays Unclear; restrictive wording can support a qualified Unlikely result.

Source-reference checks

Before save, source references are checked to confirm they exist and belong to the expected career profile section.

The guard checks source existence and correct parent ownership before successful save or render.

Reversible edits

Undo the latest source-linked edit or reset to the original generated résumé.

Undo and reset keep generated-document editing reversible.

Connected preparation

Interview guidance remains tied to the job and document selected for that application.

Interview guidance and explicit autofill use the selected application context without submitting it.

Application command center

Start with the next useful action, then see the detail.

Home combines imported jobs, tailored documents, interview-ready work and profile completeness. Empty analytics explain what will appear instead of inventing momentum.

Build your command center
GOOD MORNING, ALEX

Your application command center

4 Imported jobs Not recorded Current average 2 Interview-ready 72% Profile completeness
Imported 4 Tailored 3 Applied Not recorded Interview Not recorded
RECOMMENDED NEXT ACTION Prepare the Northstar interview set Base questions on the résumé you tailored for this role.
Example interface—numbers are illustrative, not customer results.

Your career profile. Your next application.

Know the fit before you rewrite the story.

Build your career profile once, then move through each job with the context intact.

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