Decide before you generate
Fit, caution, and effort level come first.
AI-native job search decision system
Know which roles deserve your best application.
JobFrame reads the role, finds your strongest positioning, grounds every answer in your real experience, and remembers the context when the interview lands.
No invented experience Evidence-backed Your voice
Live product workflowChrome side panel
AC
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Senior Product Manager, Platform
OverviewApplication
Build the systems that power complex customer workflows.
Example analysis · Fit and caution are deliberately scored separately.
Position from real evidence
Your strongest credible story leads.
Carry context forward
Every application becomes interview prep.
Why JobFrameDecision engine > text generator
Most tools start writing. JobFrame starts thinking.
A polished answer is not useful if the role is stale, the positioning is wrong, or the evidence is thin. JobFrame reasons through the application before it generates a word.
Follow the decision flowIs this role worth your time?
Candidate fit and posting caution stay separate, so a strong match can still come with a clear verification step.
ROLE FIT9.1Strong match
CAUTION2.4Low
Which version of you should lead?
JobFrame ranks the career you already have through the role’s actual shape. You can see the angle and override it when judgment matters.
Workflow Systems 92Platform & Infra 84CX & Operations 77AI Workflows 73
What can you credibly prove?
Answers, letters, and resume drafts trace back to verified stories and source bullets—not a generic prompt pretending to know you.
- Exact career evidence
- Source-backed resume claims
- Quality and generic-risk checks
How it worksOne workflow · Application to interview
Your application context stays beside the job—not scattered across tabs.
JobFrame lives in Chrome’s side panel, reads the active role, and turns one analysis into a complete application workspace.
- 01OPEN THE ROLE
Stay on the live job page.
The side panel ingests the JD and supported application views without forcing a separate copy-and-paste workflow.
- 02RUN THE FRAME
See fit, caution, and positioning.
Role signals, persona fit, competency evidence, and gaps become an explainable decision—not one opaque match score.
- 03BUILD THE APPLICATION
Generate from evidence.
Draft qualitative answers, a positioning letter, and a targeted resume only after the strategy is clear.
- 04RETURN READY
Recall it when the interview lands.
Saved role workspaces preserve what you submitted, the story you led with, and the likely follow-ups to prepare.
One system, not five disconnected tools
Reason once. Reuse the context everywhere.
Each layer shares the same role interpretation, positioning angle, and evidence model—so your application stays coherent from first read to final interview.
ROLE INTELLIGENCE
Six-dimensional fit, with the gaps left in.
Domain, role shape, persona alignment, systems depth, growth, and seniority explain the score. “Why not 10?” makes the uncertainty visible.
Role shape9.4Systems depth9.1Persona8.8Domain8.2
One cumulative competency model. One coherent career.
JobFrame builds a personalized map of your capabilities, then reweights the same evidence for each opportunity.
0→1→NWorkflow orchestrationPlatform strategyHuman in the loopOperational UX
Every artifact inherits the same strategy.
01 Qualitative answers Quality checked02 Positioning letter Persona aware03 Resume strategy JD specific04 Full resume draft Source grounded
SAVED RUNS
Application history that becomes interview memory.
Group analysis, answers, letters, and resume choices into one role workspace. Search by company or status, reopen what you submitted, and copy a structured interview-prep brief.
Senior Product ManagerACME · Applied Jul 28INTERVIEWING
AnalyzedAppliedInterviewing
Built for trustHuman judgment stays in the loop
Automation where the work repeats. Control where the judgment matters.
No invented experience
Resume claims restore verified structure and fall back to source bullets when provenance is missing.
Confidence is visible
Unknown posting evidence stays unknown. Thin signals do not become false precision.
You can override the system
Automatic persona selection remains explainable and editable when your own judgment sees something the model missed.
PRIVATE BETA · INVITE ONLY
Spend your best effort on the roles that can actually move you forward.
JobFrame is preparing for a small, high-touch beta focused on experienced product candidates and complex, high-intent applications.
Explore the product Beta access requests opening soon.