The seven-step playbook
- 1.Lock the entity. One Organization schema, one canonical name, one set of facts. No duplicates.
- 2.Define the people. Founders and key roles as Person entities, linked to the Organization.
- 3.Publish authority pages. Defined-term pages on every concept that matters in your category.
- 4.Write atomic answers. Each section should answer one question completely, so an AI can quote it without context.
- 5.Match facts across the web. Same description, same location, same services on LinkedIn, Crunchbase, directories, and press.
- 6.Earn trusted references. Citations from sources AI already trusts: media, industry publications, Wikipedia-class sources.
- 7.Measure monthly. Track citations across engines, watch for regressions, and prioritise the next fix.
What does not work
Stuffing keywords, spinning blog posts at AI scale, buying directory links, or hiding text in JavaScript-only pages. AI engines reward clarity and punish noise. The brands that disappear are the ones still chasing 2015 SEO tactics.
Frequently asked questions
Improve AI search visibility by (1) locking down a single, consistent brand entity across your site and the web, (2) publishing authority pages with clear definitions on the concepts you want to own, (3) using JSON-LD structured data to describe your organization, services, and people, (4) writing atomic, quotable answers AI can lift verbatim, and (5) earning references from sources AI engines already trust. The work compounds over 3 to 12 months.
Start with ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. They cover the majority of generative search traffic and share the same signals: entity clarity, structured data, factual consistency, and content that answers a single intent per page. Microsoft Copilot and Meta AI follow similar rules.
Fix the entity layer first. Make sure your Organization schema is complete and consistent, your founders and key people are linked, and your services are defined as separate, well-described pages. This alone often unlocks citations within 4 to 8 weeks because AI engines stop guessing who you are.
Yes. AI engines pull from the web they can crawl, and Google AI Overviews leans heavily on top organic results. Traditional SEO and AI search optimisation are complementary, not competing. The crawlability, authority, and content quality SEO rewards also feeds AI visibility.
First citations typically appear within 4 to 12 weeks once entity clarity and authority pages are in place. Compounding share of voice across multiple engines takes 6 to 12 months as your entity graph hardens and external references accumulate.
Yes, often more easily than in traditional SEO. AI engines reward clarity and consistency over domain age and link volume. A well-structured small business with sharp positioning can out-cite a large competitor whose entity signals are messy.