wiki/knowledge/seo/ahs-ai-citations-strategy.md · 526 words · 2026-02-24

AHS AI Citations Strategy

Overview

As of February 2026, Madison Asbestos has 17 AI citations on Google AI and 0 on ChatGPT. The strategy to grow these numbers centers on adding structured FAQ content to new and existing pages so that AI models have direct, citable answers to pull from when users ask relevant questions.

This is part of the broader [1] content roadmap and is tightly coupled to the three-phase dev work outlined in the [2].


Why AI Citations Matter

Search behavior is shifting toward AI-assisted answers (ChatGPT, Google AI Overviews, etc.). When a user asks an AI a question, the AI cites sources — those citations drive referral traffic and reinforce brand authority. Getting cited is increasingly as valuable as ranking on page one of traditional search.

"Search is trending more towards AI. People are starting to use AI a little bit more, definitely compared to traditional search engines like Google." — Karly Oykhman, 2026-02-24 meeting


Current Baseline

Platform Citations
Google AI 17
ChatGPT 0

The 17 Google AI citations are a solid starting point, but ChatGPT at zero represents a clear gap. The expectation is that structured FAQ content will move both numbers upward.


Core Mechanism: Structured FAQs

AI models favor pages that contain a direct question paired with a direct answer. Karly's framing from the meeting is useful here:

"AI is kind of lazy, so if there's specifically a question somebody's asking, and we've structured it to where that's a question on our FAQs, where there's a direct answer, that's what it's going to use as its main source."

The practical implication: FAQ sections should mirror the exact phrasing a user would type into an AI prompt. Vague or marketing-oriented copy won't get cited — specific, question-and-answer formatted content will.


Implementation Plan

FAQs are being added across three page types, each targeting a different citation category:

Phase 1 — Location Pages (Dane County)

Phase 2 — Service Pages

Phase 3 — Contractor Pages

See [3] for full scope and sequencing.


Monitoring

AI citation counts are tracked via Ahrefs. The metric will fluctuate at low volumes, so trend direction matters more than individual data points in the short term. The team will monitor after each phase goes live to assess impact.


Sources

  1. Index|Madison Asbestos
  2. 2026 02 24 Marketing Review|2026 02 24 Marketing Review
  3. Three Phase Content Roadmap|Three Phase Content Roadmap
  4. Website Health Metrics|Website Health Metrics
  5. Faq Content For Ai Citations|Faq Content For Ai Citations