Why Old Content Playbooks Break
SEO-only content is invisible to AI.
The old content playbook was built for clicks. Today's buyers get answers before they visit your website. AI engines summarise, recommend, and cite content directly—making visibility more important than traffic alone.
Content built only for Google keywords does not survive this shift. Content built from real buyer prompts, backed by real data, and structured for AI extraction does.
The Marsaer Content System
Briefed from prompts.
Sourced from your data. Structured for AI.
Most research firms deliver data. We deliver clarity. By combining deep market intelligence, cultural understanding, and strategic expertise, we help organizations turn insights into confident business decisions.
01
Brief from prompts, not keywords
Every content piece begins with the real question a buyer asks an AI engine. We pull those prompts from ChatGPT, Gemini, Perplexity, and Reddit. That is the brief.
02
Source from your data
Proprietary data, original research, first-party surveys, and customer insights are the only reliable moat against AI-generated commodity content. We build every asset around what only you can say.
03
Structure for AI extraction
04
Anchor with visual and video
Original charts, custom illustrations, product photography, and short-form video. All optimised for AI Overviews and multi-modal AI answers.
05
Distribute across surfaces
The article becomes a Reddit answer, a LinkedIn post, a YouTube description, and a citation on industry directories. One asset. Ten citation surfaces.
Content Formates We Ship
Content formats engineered to rank, answer, and earn citations.
Comparison pages
'[Your brand] vs [Competitor]' and 'Best [category] alternatives to [competitor]'. Highest-intent AI citation format.
Definition and category pages
'What is [category]', 'How does [product] work'. AI engines cite these when explaining categories.
Listicles & Research Reports
'Best [product] for [use case]'. The most-cited format across all AI engines.
Original research reports
Data-driven pieces AI engines quote as sources. The gold standard of citation-earning content.
Long-form guides
Deep, evergreen assets that rank on Google and get cited by AI simultaneously.
FAQ hubs
The single fastest way to capture featured snippets, People Also Ask, and Google AI Overviews.
Monthly Engagement
A production engine, not a content calendar
Every month, we turn real buyer prompts into content that ranks on Google, earns AI citations, and reaches buyers across every surface that matters.
Prompt-mapped content briefs
8 to 20 briefs a month, each built around a specific buyer prompt from ChatGPT, Perplexity, or Reddit.
Long-form production
4 to 8 long-form pieces (1,500 to 3,000 words each), fully researched and expert-reviewed.
Short-form derivatives
Each long-form piece is broken into LinkedIn posts, Reddit answers, X threads, and short video scripts.
Original research and data assets
One proprietary research asset per quarter. This is what earns durable citations.
Distribution and citation seeding
Content is placed inside the surfaces AI reads, not just published on the client's site.
Weekly performance dashboard
Citations, share of voice, organic traffic, and inbound pipeline in one view. Reviewed with the client every Monday.
FAQs.
A normal retainer produces articles for a Google-only world. Ours produces content engineered to be cited by AI, ranked by Google, and distributed across the surfaces AI actually reads. Same input effort, very different output surface.
We use AI as a research and drafting tool. Every published piece is human-written, human-edited, and human-reviewed. AI-generated commodity content is exactly what AI engines have stopped citing.
Yes. We often plug in as the GEO and AEO layer on top of an existing content team, sharpening briefs and anchoring distribution without duplicating the writing effort.
Whatever you already have. Customer insights, sales conversations, product usage data, industry surveys, founder POV. The barrier is lower than most clients assume.
Featured snippets and AI Overview capture usually happen in 30 to 90 days. Multi-brand generative recommendations on ChatGPT and Perplexity typically shift in 60 to 120 days.