Strategy · how-to
The Twelve-Topic Authority Map: What an Expert Should Record
A twelve-topic authority map assigns one high-stakes question per month, each tied to a matter type the practice wants more of. A topic qualifies only if it is a genuine worry, carries real stakes, maps to a matter type, and could only be answered by a practitioner.
· 9 min read · By Jason AI Wade
The purpose of a topic map is not to have a content calendar. It is to produce a small number of reusable, structured answers to the questions a qualified buyer is already worried about — so that when they ask a machine or a colleague, the answer exists and it is yours.
This is the third Authority Studio work product: twelve topics, one per month, each tied to a matter type the practice actually wants more of.
§ 01The selection test
A topic qualifies if it passes all four:
- 01It is a 2am worry. Something a buyer loses sleep over, not something they idly wonder about.
- 02It has real stakes. A deadline, a rejection, a blocked transaction, an application that can fail.
- 03It maps to a matter type. If the practice would not want to be hired for it, it does not go on the map.
- 04Only an expert can answer it. If a competent generalist could write it from public sources, it is not authority — it is filler.
§ 02What never goes on the map
- Generic "what is a [document]" explainers. They attract students and competitors.
- Recycled or lightly rewritten existing posts.
- Machine-generated filler produced without a practitioner in the room.
- Canned interview questions, which produce canned answers.
§ 03The twelve-topic structure
Twelve topics, three per quarter-theme. Each practitioner selects one topic per month based on a live matter, which keeps the material specific and current without adding research burden.
| Theme | Topic pattern | The matter type it feeds |
|---|---|---|
| Failure modes | What actually kills a [high-stakes application] — and how to survive it | The highest-value recurring engagement |
| Failure modes | Why your [required document] was rejected, and what to do next | Urgent, productizable work |
| Failure modes | The three mistakes [a specific buyer type] makes on their first filing | New-entrant clients |
| Inside the process | What happens on the other side during a review | Complex, long-cycle matters |
| Inside the process | What regulators and gatekeepers actually flag | Compliance and remediation |
| Inside the process | The timeline nobody publishes, stage by stage | Planning-stage buyers |
| Selection help | How to choose a specialist when every website looks the same | Comparison-stage buyers |
| Selection help | When you need a specialist and when you do not | Qualification, filters out bad fits |
| Selection help | What to have ready before the first consultation | Intake efficiency |
| Proof | A completed matter, walked through as a structured case | The signature matter type |
| Proof | A first-of-its-kind credential, explained in plain language | Premium positioning |
| Proof | The question clients ask most this year, answered on record | Broad top-of-funnel authority |
Patterns, not titles. Each is instantiated against the practice's own matters during the recording session.
§ 04One recording, many assets
Each session produces a package, not a file. The point is that the expert's time is spent once and the output lands on every surface that matters.
- The full recorded conversation, published as an episode.
- A machine-readable transcript with timestamps.
- A short written answer version with the question as the title.
- Two or three short clips answering one sub-question each.
- Structured question-and-answer data attached to the page.
- A consultation prompt tied to the specific matter type discussed.
§ 05Existing content is not discarded
High-traffic existing articles are assets with a conversion problem, not liabilities. For each one that already earns traffic, attach a companion set: an updated summary at the top, a short video from the topic map, the transcript, and a clear next step. That converts an educational archive into an answer system without a rewrite.
§ 06Measurement
Track three things per topic, on a fixed cadence:
- 01Intent-query presence. Does the practice appear in answers and citations for the unbranded query the topic targets?
- 02Attribution. When it appears, is the credential attached to the right named practitioner?
- 03Inquiry outcome. Did a qualified inquiry reference the topic, the matter type, or the asset?
Only the third one is revenue. The first two explain why it moves. The staged relationship between them is the Agentic Visibility Path — citation is not inclusion, and inclusion is not selection.
§ 07Cadence and load
One or two sessions per month. Three to four hours of practitioner time, total, including topic selection and approval. Everything else — preparation, coordination, production, packaging, distribution, monthly review — sits outside the practice. The practice approves; it does not produce.
A practice does not need to become a media company. It needs a controlled way to turn expertise it already has into assets that work while it sleeps.
Fig. 03 — Sources
Sources and notes
Topic-quality criteria follow Google's helpful-content and AI-search guidance on first-hand expertise and unique value; the generative engine optimization literature supports structuring answers for machine selection. Cadence and asset-packaging patterns come from BackTier production practice and are presented as method, not as measured outcomes.
- [01]
Creating helpful, reliable, people-first content — Google Search Central
Platform documentation
Google's published self-assessment questions for experience, expertise, authoritativeness, and trust, including clear authorship and verifiable first-hand knowledge.
- [02]
Top ways to ensure your content performs well in Google's AI experiences on Search — Google Search Central Blog, 2025
Platform documentation
Google's own guidance for AI experiences: no separate AI ranking system to optimize for, unique and satisfying content, technical crawlability, and accurate structured data.
- [03]
GEO: Generative Engine Optimization — Aggarwal et al., arXiv (KDD 2024), 2023
Research
The first formal framing of generative engine optimization, with a benchmark measuring how content changes (citations, quotations, statistics) affect a source's visibility inside generated answers.
- [04]
Introduction to structured data markup — Google Search Central
Platform documentation
Structured data must describe content visible on the page; Google documents JSON-LD as the recommended format and describes how markup is used to understand page content.
Verify this yourself
Machine-readable artifacts on this domain
- /llms.txtCurated model-facing index of this site, served at the root path.
- /llms-full.txtExpanded plain-text corpus of the site's definitions and frameworks.
- /sitemap.xmlEvery indexable route with image metadata, generated at build time and checked against the router.
- /feeds/all.xmlDated, machine-readable publication record across guides, dives, and articles.
First-hand published record
- AI Visibility Podcast on SpotifyPublished episode record with dates, hosted by a third-party platform.
- BackTier on YouTubeVideo record of the same research program, timestamped by the platform.
- AI Dive archive44 dated analyses of AI system behavior, each with its own record page.
Fig. 04 — Frequently asked
Questions people ask about authority content map
- How many topics should a practice plan at once?
- Twelve — one per month, grouped into themes. Each practitioner picks their topic from a live matter, which keeps the material specific and current without adding research work.
- What should never go on the map?
- Generic definitional explainers, recycled posts, machine-generated filler produced without a practitioner in the room, and canned interview questions, which produce canned answers.
- How many assets should one recording produce?
- At least six: the full episode, a timestamped transcript, a written answer version, two or three short clips, structured question-and-answer data on the page, and a consultation prompt tied to the matter type discussed.
- What happens to existing articles that already get traffic?
- They get companion assets rather than rewrites — an updated summary, a short video from the map, the transcript, and a clear next step. That converts an educational archive into an answer system.
- How is the map measured?
- Intent-query presence, correct attribution of credentials to the right named practitioner, and qualified inquiries that reference the topic or matter type. Only the third is revenue; the first two explain why it moves.
Related frameworks
- The Agentic Visibility Path™ — how visibility carries through to agent-mediated decisions and transactions.
- Entity Lock Protocol™ — the operational method for making one identity resolve consistently across systems.
Related guides