
Writing pages that AI search engines can cite
Write pages an AI answer can quote: define the term first, attach a real source to any number, and skip keyword stuffing. The GEO study measured a cost for stuffing.
By Hanabi
Hanabi journal
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Write pages an AI answer can quote: define the term first, attach a real source to any number, and skip keyword stuffing. The GEO study measured a cost for stuffing.
By Hanabi

A new site is search-ready when titles, headings, speed, and a plain sentence say what the company is. Decoration on a vague page does not earn the click.
By Hanabi

Ask who writes, who builds, what you will own, how reduced motion is handled, and how the site stays within Core Web Vitals. Specifics are the answers to trust.
By Hanabi

Evaluate a studio portfolio by the problem, the restraint, and whether they built the work. A gallery of screenshots with no decision is decoration.
By Hanabi

A same-day response is a human email that names the next step, sent the day you write. The design itself stays on the project schedule.
By Hanabi

Choose a fixed project when the launch has an edge you can describe. Choose an ongoing partnership when the product keeps changing and you want the same people on it.
By Hanabi

Give feedback against the goal: clearer, more serious, or easier to scan. Redesigning in the margin restarts the work unless the goal itself was wrong.
By Hanabi

Before kickoff, gather the accounts, a rough offer, access to the current site, and the name of the person who can approve. Missing access spends the first week on waiting.
By Hanabi

Quality, clean code, flexibility, speed, and communication are behaviors you can see on a project. Each one shows up in the work, the repository, or the way a change is handled.
By Hanabi

Keep a build on track with one shared channel, decisions written down, and a cadence both sides keep. Clear updates and honest timelines prevent late surprises.
By Hanabi