Strategy · Guides · August 19, 2026
Remote team content capture through transcription
Remote teams produce content-worthy thinking in async formats that never reaches a content brief. Transcription is the step that changes that.
7 min read
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Guides · Craft & Writing · August 18, 2026
Transcript formats compared: TXT, SRT, VTT and JSON
The transcript format you export shapes how usable the file is for AI work. The wrong one adds overhead; the right one gives the model clean text.
7 min read
Guides · Craft & Writing · August 18, 2026
Speaker identification in transcripts, and why it matters
A transcript that labels each speaker accurately is fundamentally more useful for AI content work than one that does not. The model needs to know who said what.
8 min read
Strategy · Guides · August 18, 2026
Social video transcripts as AI content input
Short-form video holds performance-validated ideas that proved themselves with a real audience. Transcription captures them for long-form expansion.
7 min read
Guides · Craft & Writing · August 18, 2026
Audio quality and transcript accuracy for marketing teams
AI transcription accuracy is determined more by recording quality than by the transcription engine. The preparation happens before you hit record.
7 min read
Strategy · Guides · August 17, 2026
SEO-ready transcripts: preparing audio for AI workflows
A transcript is not automatically ready for AI content production or search. The preparation step determines whether the output ranks and reads well.
7 min read
Strategy · Guides · August 17, 2026
Building a content library from your podcast archive
A podcast back-catalog is a content library that most teams have never mined. Each episode is a brief. Each brief is a content opportunity.
6 min read
Strategy · Guides · August 16, 2026
Meeting transcripts as AI marketing input
Marketing strategy meetings produce direction, decisions, and institutional knowledge that rarely survives intact. Transcription captures it. AI uses it.
7 min read
Guides · Craft & Writing · August 16, 2026
Transcript formats for AI: why clean text wins
Not all transcript outputs work equally well as AI input. Choices made at transcription time determine how usable the text is downstream.
7 min read
Strategy · Guides · August 15, 2026
Webinar transcripts as AI content input
A webinar is already a produced content asset. The transcript is the raw material that makes every claim and example available for downstream content.
7 min read
Strategy · Guides · August 15, 2026
Podcast transcripts as AI content brief source material
A podcast episode holds 30 to 60 minutes of expert thinking. A transcript makes it usable, and AI turns it into briefs, posts and campaign content.
7 min read
Strategy · Guides · August 15, 2026
Turning audio and video content into AI marketing input
Audio and video hold more institutional knowledge than most teams realize, and transcription is the step that makes it usable for AI content work.
7 min read
Strategy · Guides · August 14, 2026
SEO content maintenance with AI: keeping the library current
Content published and forgotten loses ground. Search data shows when it is happening. AI handles the refresh when the brief is specific.
7 min read
Strategy · Guides · August 14, 2026
Turning keyword gaps into AI content briefs
A keyword gap is a confirmed audience need your site does not currently address. Turning it into an AI brief is the step most teams skip or do poorly.
7 min read
Strategy · Guides · August 13, 2026
Connecting Search Console data to your AI workflow
Search Console holds a month-by-month record of what works, what is declining and what is close. That record is the best start for a content brief.
6 min read
Strategy · Guides · August 13, 2026
Content architecture: mapping search data to pillars
Content architecture is the plan before the content. Search data validates that plan against what audiences look for, before any AI session begins.
7 min read
Strategy · Guides · August 13, 2026
AI prompts for SEO tasks: how search data shapes each one
An AI prompt for a content task is only as useful as the search data behind it. The prompt structure is the same; the inputs change everything.
7 min read
Strategy · Guides · August 12, 2026
Page audits as AI brief input: what SEO data tells you
A page audit identifies what is technically and strategically wrong with a page. That diagnosis becomes the brief. AI addresses what the audit found.
7 min read
Strategy · Guides · August 12, 2026
Using Brass-SEO and AI content production together
The workflow question is not whether to use AI for content — it is how to feed AI the search data it needs to produce content that performs.
6 min read
Strategy · Guides · August 11, 2026
Search intent and AI briefs: how intent shapes writing
Informational and commercial queries need different content. AI produces one or the other based on the brief, and without intent data the model guesses.
7 min read
Strategy · Guides · August 11, 2026
Content refresh: briefing AI to update what already ranks
A refresh brief differs from a new-content brief. The inputs are search data about an existing page, and the goal is improvement rather than replacement.
6 min read
Strategy · Guides · August 11, 2026
Content pruning: using search data to decide what stays
The content audit question is not what to write next — it is what to do with what already exists. Search data answers it. AI executes the outcome.
7 min read
Strategy · Guides · August 10, 2026
Topic clusters: building content strategy from search data
A topic cluster is an architecture decision before it is a content decision. Search data maps the territory. AI fills it in.
7 min read
Strategy · Guides · August 10, 2026
Striking-distance keywords: the fastest path to traffic
Keywords sitting in positions 8 to 15 need a push, not a new page. AI content written against those specific terms, with the right brief, moves them.
7 min read
Strategy · Guides · August 10, 2026
Using search data to brief AI for content marketing
Search data tells you what your audience actually looks for, the intent they carry, and where your content falls short. That is exactly what an AI brief needs.
7 min read
Strategy · Guides · August 10, 2026
Using Search Console data to find content opportunities
GSC is a roadmap for your next 20 pieces of content. Most marketing teams read it as a report card. It performs much better as a brief source.
6 min read
Craft & Writing · Guides · July 29, 2026
The structured brand brief: a template for AI inputs
Most AI briefs are paragraphs the model can't act on. A structured brand brief uses named fields that actually constrain output. Here is the template.
8 min read
Guides · AI Marketing · July 28, 2026
Introducing the Copper Sun AI Marketing Research Center
We built an index of primary research on AI marketing, because too much guidance in this field cites no one and proves nothing. Here is what is in it.
9 min read
Guides · July 22, 2026
The reported-not-generated standard for AI content
AI writes fluently, and fluent is not the same as true. This standard gives you a specific test for each claim, and tells you which to fix before shipping.
8 min read
Guides · July 22, 2026
Human-in-the-Loop AI Marketing: the complete guide
Fully automated AI content is an experiment most brands should not run. Keeping a person accountable at the right points changes the quality-speed math.
8 min read
Guides · July 22, 2026
How to build a Brand Memory Layer: a setup guide
A brand memory layer is the encoded context an AI draws on so every session starts on brand. What to lock, what format it needs, how to tell it works.
7 min read
Guides · July 22, 2026
The Brand Memory Layer: what it is and how to build one
Every AI session starts fresh unless something carries brand context forward. A brand memory layer is the encoded facts, voice rules and positioning.
9 min read