Random content creation is one of the most common AEO mistakes local businesses make. They publish when they have time, on topics they find interesting, with no connection to the questions their customers are actually asking AI. An AEO content calendar is different — it’s built backward from the queries your target clients are asking, timed strategically around seasonal patterns, and designed to systematically build AI citation authority over time. Here’s how to build one.

Start with Query Research

Before you build a content calendar, you need to know what your target clients are asking AI. Spend 30 minutes with ChatGPT and Perplexity asking questions as if you were your ideal customer. “Who is the best [your service] in [your city]?” “What should I look for when hiring a [your profession]?” “How much does [your service] cost in [your state]?” Note every question that comes up — these are your content topics. An AEO content calendar is built entirely around answering these questions better than anyone else in your market.

The Monthly Publishing Rhythm

For most local businesses, a sustainable AEO content rhythm is two blog posts and four GBP posts per month — six pieces of content total. This is manageable for a solo operator and sufficient to build meaningful AI citation authority over 6–12 months. The blog posts should be longer, more comprehensive answer pieces (800–1,500 words). The GBP posts can be shorter — a local market update, a seasonal tip, a client success highlight — but should be published consistently every week.

Seasonal Content Timing

AI recommendation patterns follow seasonal query patterns. Publish seasonal content 4–6 weeks before the season peaks — AI indexing takes time, and you want your content established before the surge in relevant queries hits. For HVAC companies: AC preparation content in April, heating content in September. For realtors: spring market content in February, fall market content in August. For financial advisors: tax planning content in November, retirement planning content in January. Anticipate the query — don’t chase it.

The Evergreen Foundation

Beyond seasonal content, every AEO content calendar should include a foundation of evergreen asset pages that don’t expire — “How to Choose a [Service Provider] in [City],” “What Does [Service] Cost in [State]?,” “The Complete Guide to [Process] for [Target Customer].” These pages are published once, updated annually, and generate AI citations indefinitely. Build five to ten of these foundational pages in the first three months and let them compound.

Track and Adapt

Once a month, run a set of test queries in ChatGPT and Perplexity to check your citation rate. Are you appearing? In what context? What are competitors being cited for that you’re not? This monthly audit informs the next month’s content calendar — you’re not guessing what to write, you’re responding to real data about where the gaps are. This feedback loop is what separates businesses that build genuine AEO authority from those that just publish content and hope.