Our methodology

Before we write a word, we build Brand Memory— a structured record of your products, audience, positioning, proof points, and voice, extracted from your own site and refined with you. Every generated page is grounded in that record. If a fact isn't in Brand Memory, the model is instructed to stay qualitative rather than invent a number, customer, or claim. Fabricated specifics fail our checks and don't ship.

AI answer engines quote the sentence that most cleanly answers the question. So each section opens with a direct, self-contained answer — a definition or a crisp claim — and then expands. Pages carry a "quick answer" block, FAQs with standalone answers, and comparison tables where they help.

The same structure serves Google: clear headings, sufficient depth, and internal links that build topical authority instead of chasing volume with thin pages.

• Rich JSON-LD @graph — Organization, WebSite, Article/FAQ, Breadcrumb, and speakable — on every page.
• llms.txt and a clean sitemap so AI crawlers can discover and understand your content.
• Extractable formats — quotable blockquotes, key-fact lists, and semantic tables — that answer engines lift verbatim.

Every draft is scored 0–100 for how likely an AI engine is to cite it, across five weighted dimensions: answer-block clarity, self-containment, readability, factual density, and uniqueness. A draft that scores below the deterministic template baseline — or that is too thin — is rejected in favour of the safer version. The engine never ships content worse than its own floor.

We connect Google Search Consolefor real rankings, impressions, clicks, and the exact queries you appear for — not estimates. Where data isn't connected yet, the product says so plainly rather than presenting a guess as a fact.

No fabricated statistics or testimonials, no scaled thin-content spam, no cloaking, and no dark patterns. GEO and SEO reward genuine, well-structured expertise — that's the only durable strategy, and it's the one we build for. Questions? Talk to us.