Job description studio

Buyer

HR consultants supporting small employers

Problem

Job advertisements poorly describe actual work.

Format

Source-based content workspace with editorial delivery

Also fits

Education; Operations; Writers

USP

Starts from real work and outcomes rather than generic job templates.

The product

Key screens: Role discovery, description editor, approval view. Use a project list and editorial calendar beside a document editor. Keep original material and supporting passages in a collapsible side panel. Show outline, draft, review and approved stages. Provide tracked edits, comments, version comparisons and an export preview that reflects the final delivery format. In this product, the first view is role discovery, followed by description editor and approval view.

Core functionality

1. Extract responsibilities.
2. Separate essentials from preferences.
3. Draft clear outcomes.
4. Check inconsistent requirements.
5. Adapt publication formats.
6. Record approvals.

Customer workflow

Collect a structured brief and source material, identify unanswered questions, approve an outline, generate a draft, verify claims, gather reviewer edits, approve a final version and export the agreed formats. Start with manager interviews, task examples and approved role requirements and finish with approved job description and role brief.

AI and human review

Extract and organize information, propose structure, draft prose and adapt approved content to audiences. Attach evidence to factual claims. Keep names, dates, amounts and quoted wording linked to their source. Editors resolve ambiguity and approve publication.

What the customer puts in

Manager interviews, task examples and approved role requirements

What the customer gets

Approved job description and role brief

Accounts and administration

Client workspaces, source permissions, editorial assignments, change history, reviewer comments, approval gates, revision allowances and export templates.

MVP scope

Begin with HR consultants supporting small employers and one recurring use case. Build the first two modules: extract responsibilities; separate essentials from preferences. Provide operator assistance for the third module: draft clear outcomes. Deliver approved job description and role brief through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.

After the MVP is validated

After paid pilots establish value, automate the remaining modules: check inconsistent requirements; adapt publication formats; record approvals. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.

Build dependencies

Document parsing, a source-linked editor, tracked revisions, reviewer workflow and reliable document export. Rich presentation or print output needs format-specific QA.

Integrations and data access

Approved HR documents, employee directories and learning records. Document storage, word processor export, content management systems and approved publishing channels. Pilot with uploads and downloadable drafts before adding write integrations. These are candidate integration categories, not verified supported connectors.

Defensibility

Customer-approved terminology, reusable structures, source libraries and editorial feedback tied to a specific audience and recurring publishing workflow. For this idea, build around starts from real work and outcomes rather than generic job templates. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.

Alternatives and positioning

Writers, editors, agencies, internal document templates and general-purpose chat tools. Differentiate on this specific proposed advantage: starts from real work and outcomes rather than generic job templates. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.

Revenue model and test pricing

Test USD 400-1,500 for a tightly scoped initial content package. Convert repeated work to a monthly retainer with explicit deliverable and revision limits. Specialist review and substantial research are separately scoped. Prices are hypotheses.

Main delivery costs

Research and interview time, transcription, model usage, factual verification, subject-matter review, editing and revisions.

Marketing message to test

Job description studio for HR consultants supporting small employers. Starts from real work and outcomes rather than generic job templates. Demonstrate the claim through a role clarity rewrite from a manager interview.

Acquisition channels

HR consultancy communities

Lead magnet

A role clarity rewrite from a manager interview

The first 30 days of marketing

1. Week 1: interview five prospective buyers in this segment: HR consultants supporting small employers. Ask to see a recent example of the problem and their current process.
2. Week 2: prepare this demonstration using authorized or synthetic material: a role clarity rewrite from a manager interview.
3. Week 3: present it through HR consultancy communities and seek one narrowly scoped paid pilot.
4. Week 4: review manager acceptance, application relevance, total delivery effort and a concrete renewal decision before increasing scope.

Paid pilot and validation

Complete one existing brief using the customer’s actual sources. Record reviewer edits, factual corrections and preparation time. Ask the same buyer to commission a second comparable deliverable. For this idea, use manager interviews, task examples and approved role requirements and evaluate approved job description and role brief. Agree success thresholds with the buyer before starting; collect a baseline for manager acceptance, application relevance. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.

Success metrics

Manager acceptance, application relevance

Retention and expansion

Maintain the approved source and voice library, schedule recurring editorial work, and expand into additional formats only after the core deliverable is repeatedly accepted.

Operating controls and limitations

Keep employee data access explicit and confidential. Use human judgment for personnel decisions and do not infer protected traits or hidden personal characteristics. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.

Investment indication

What it would take to build, from a first MVP to the full product. A planning range to start the conversation, not a quote. Running costs (model usage, hosting, reviewer hours) come on top.

Brand style (concept)