01
Positioning alternatives
Compare a product-led, technical, or commercial emphasis while holding employers, dates, scope, tools, and outcomes constant.
Grok resume builder · Beta
Primary via OpenRouterBeta · connectivity verifiedThis beta workflow compares positioning options without changing the candidate’s verified record. Its exact OpenRouter route and any GLM fallback remain visible.
Requested workflow
No account or payment for the first Career DNA report. The original source file is discarded after extraction.
Direct answer
A responsible Grok resume workflow should not treat a model name as permission to improvise current market conditions. It should lock the candidate record, analyze only the supplied job description, create clearly labeled positioning options, and run a claim audit before export. Current-event or employer claims require a supplied source; this workflow does not enable web or X search.
Where this workflow helps
01
Compare a product-led, technical, or commercial emphasis while holding employers, dates, scope, tools, and outcomes constant.
02
Show what each version foregrounds and omits so the candidate can choose a direction instead of accepting an unexplained rewrite.
03
Use the supplied job description as the complete target source rather than assuming access to live hiring trends or employer information.
Four controlled passes
Each pass has one job. Keeping them separate makes omissions, unsupported claims, and target decisions easier to inspect.
Try the working upload tool →Record verified roles, dates, projects, actions, tools, scope, and outcomes with stable source IDs before asking for new wording.
Analyze one supplied job description and label every requirement by its source excerpt; do not add market or company facts from memory.
Produce two intentionally different summaries or bullet selections using the same evidence, then explain the emphasis and omission trade-offs.
Choose one direction, attach source IDs to every sentence, and exclude any line that introduces an unsupported title, metric, tool, or causal result.
Fictional transformation
Fictional product marketing example. The launch, customer interviews, enablement assets, and pipeline result are sample facts—not a user or model benchmark.
Weak source line
“Supported a product launch and created materials that helped the sales team.”
Recovered evidence
Evidence-rich draft
Led positioning research for a B2B analytics launch through 18 customer interviews and 7 sales-enablement assets; the launch generated $640,000 in sales-sourced pipeline in its first quarter.
Verification: Confirm leadership, interview and asset counts, the definition of sales-sourced pipeline, the quarter, and whether the candidate may connect the work to the reported pipeline.
Copyable prompt
This prompt is useful when you want to run the editorial pass yourself. Replace every bracketed field and inspect the review output before using the draft.
Act as a constrained resume-positioning editor. You do not have access to live job-market, employer, web, or X data.
CANDIDATE FACT LEDGER
[Paste verified facts with stable source IDs. Keep employer, title, dates, project, action, tool, scope, stakeholder, and outcome separate.]
SUPPLIED TARGET JOB
[Paste one complete job description with source IDs for its requirements.]
TASK
1. Map target requirements to direct evidence, adjacent evidence, missing evidence, and unverified hard requirements.
2. Create two positioning plans from the same verified record. Give each plan a distinct emphasis and list what it would retain, compress, and omit.
3. Draft only the Summary and the three most relevant Experience bullets for each plan.
4. Attach candidate source IDs and target source IDs to every drafted sentence.
5. Recommend one plan using only the supplied target and evidence. Do not refer to current trends, the employer’s culture, or external market conditions.
NON-NEGOTIABLE RULES
- Do not invent or normalize numbers, dates, employers, titles, credentials, tools, seniority, ownership, or causal outcomes.
- Do not combine evidence from different jobs or projects.
- Preserve exact named entities and numeric surfaces from the candidate ledger.
- Put unsupported opportunities in QUESTIONS, never in the draft.
- Return POSITIONING_OPTIONS, DRAFTS, TRADE_OFFS, CLAIM_AUDIT, and QUESTIONS as separate sections.
FINAL AUDIT
For every sentence, state supported, partially supported, or unsupported. Exclude partially supported and unsupported sentences from the recommended draft.What the model does not solve
01
The beta workflow does not enable web or X search. It must not describe current hiring demand, employer plans, salaries, or news unless the user supplies a source.
02
Several fluent options are useful only when their evidence and omissions remain visible. Candidates should approve one direction before full generation.
03
The value comes from the Career Profile, target analysis, evidence mapping, guardrails, and renderer—not an unverified claim that one model writes better resumes.
Routing and fallback contract
x-ai/grok-4.3 through OpenRouter is the primary route. OpenRouter is the gateway, not the model provider, and this is not an official Grok product session or a direct xAI API connection.
Requested workflow
Grok
Primary execution model
x-ai/grok-4.3
Primary gateway
OpenRouter provider-specific routing
Primary privacy controls
AI text stages: ZDR required · data collection deny
Configured fallback
GLM · used only when the primary route cannot complete
A known provider Terms of Service restriction, payment or credit failure, rate limiting, timeout, upstream failure, or invalid structured output can move a stage to the configured GLM fallback. Session provenance records the execution gateway, returned model identity, and provider identity when reported. When GLM completes a stage, it is labeled as GLM rather than Grok. OpenRouter ZDR and data-collection controls apply only to the OpenRouter primary route, not to the GLM fallback. The fallback and separate image or scanned-PDF OCR paths are described in the Privacy Policy.
Grok resume FAQ
Yes, as a beta workflow. It requests x-ai/grok-4.3 through OpenRouter and may use the disclosed GLM fallback when the primary route cannot complete. Beta means the route passed a minimal connectivity check but has not completed the same broad fixture evaluation as the established workflows.
No. The beta resume route does not enable web or X search. It analyzes only the candidate evidence and job description supplied to the workflow.
It requests x-ai/grok-4.3 through OpenRouter under the product’s explicit routing, data-collection, and execution-provenance controls. It is not a grok.com session or a direct xAI API connection.
The workflow can present alternative emphasis plans, but every option must use the same verified facts and identify what it retains or omits. The candidate still selects and reviews the final direction.
No. My Best Resume is an independent product. Grok and xAI are trademarks of their respective owner and are referenced only to identify the model-specific workflow.
Method and sources
This page documents the primary model route, configured GLM fallback, and evidence controls used by My Best Resume. It does not publish quality rankings, hiring claims, or provider comparisons. The same fictional fixture set is used for release-candidate review before routing changes reach production; candidates must still verify every generated claim.
Compare another workflow
The reliable way to create a resume with ChatGPT is to separate the work into four passes: extract only verified career facts, choose evidence relevant to one target job, draf…
Open ChatGPT →Compare another workflow
A useful Claude resume workflow treats the model as a constrained editor across a larger source record. First preserve the career timeline and non-negotiable facts. Then defin…
Open Claude →Compare another workflow
A useful Gemini resume workflow begins by structuring documents and notes into named fields: role, dates, actions, scope, tools, stakeholders, and outcomes. The target job is …
Open Gemini →Compare another workflow
A useful DeepSeek resume workflow starts with a fact ledger and an explicit output contract. Titles, dates, employers, tools, scope, and measured outcomes are locked first. Th…
Open DeepSeek →Compare another workflow
A useful Kimi resume maker workflow should use available context to preserve a long career record, not to blend it into one plausible story. Roles, projects, dates, locations,…
Open Kimi →Compare another workflow
A cross-language Qwen resume workflow should translate meaning while freezing facts. The source-language excerpt remains the authority for employers, titles, dates, credential…
Open Qwen →Compare another workflow
A useful Mistral CV workflow should not infer national hiring rules from a country name. Candidate evidence is one source, the job description is another, and an approved coun…
Open Mistral →Start with evidence
Upload once, see the first Career DNA report for free, then choose the target and verify every generated claim.