A tool-agnostic AI visibility audit workbook: 34 fields across scope, facts, technical eligibility, prompts, observations, sources, findings, and handoff, as a CSV.
A cross-engine AI citation tracking schema: observation log, citation and mention records, and a sampling plan, with current tool coverage from vendor pages.
Google documents one requirement for AI Overviews eligibility. The matrix sorts circulating claims into documented, control, and invented, each against Google pages.
A six-sentence executive summary template with the step most guides skip: a reconciliation table proving the request, counts, and outcomes agree before drafting.
A complete worked logic model for a fictional job-readiness program, with inputs and activities examples, three planted misalignments, and a review rubric CSV.
A budget narrative worksheet where every line answers three questions: calculation basis, purpose, and allocation, with a worked personnel block and category traps.
Five starting points into instructional design, each mapped to what it already proves, what reviewers doubt, and the first portfolio project that closes the gap.
What instructional design certificates cost from their own pages, the three credential types sharing the name, and a four-question framework for skipping or buying.
May 2025 federal percentile wages for both occupations instructional design straddles, reconciled against Glassdoor and Payscale with every method labeled.
What a hiring-ready instructional design portfolio contains: a three-case structure, the artifact each claim needs, and a 30-check screening list as a CSV.
Topic hubs
Each hub collects one cluster's published articles beside the course and kits built for the same work.