How do I create an AI visibility strategy?

An AI visibility strategy is about getting your brand, content, or expertise surfaced and accurately described when people ask ChatGPT, Claude, Perplexity, Gem…Planning a strategy for visibility in AI answer engines.Planning a strategy for visibility in AI answer engines.An AI visibility strategy is about getting your brand, content, or expertise surfaced and accurately described when people ask ChatGPT, Claude, Perplexity, Gemini, or Google's AI Overviews a question. It's sometimes called GEO (generative engine optimization) or AEO (answer engine optimization). Here's a practical way to build one.

1. Establish a baseline Before changing anything, find out where you stand.

Write 30-50 prompts your customers would actually ask: category questions ("best CRM for small agencies"), comparisons ("X vs Y"), problem-based questions, and brand questions ("is [your brand] any good?"). Run them across the major AI tools, ideally several times, since answers vary. Record whether you're mentioned, how you're described, whether you're linked or cited, which competitors appear, and which sources the AI cites.

This gives you a map of your gaps and shows which third-party sources influence the answers in your category. 2. Understand how AI systems pick what to say Two mechanisms matter:

Training data: what the model absorbed about you from the broader web. This changes slowly and is influenced by your long-term footprint. Retrieval (live search): many AI tools search the web in real time and synthesize results. This is where you can see faster gains, because ranking well and being citable matters.

3. Build the content foundation

Answer questions directly. Structure pages so a clear, quotable answer appears early, with descriptive headings that mirror real questions. Be specific and original. Proprietary data, case studies, benchmarks, and expert commentary give AI something worth citing. Generic content gets summarized away. Make claims verifiable. Include dates, numbers, sources, and named authors with credentials. Cover comparison and "best for" content honestly. These are the formats AI leans on for recommendation queries. Keep key pages fresh. Update pricing, features, and facts regularly, since stale information gets repeated.

4. Fix the technical basics

Make sure AI crawlers aren't blocked unintentionally in robots.txt (check GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and so on, and decide deliberately which to allow). Ensure content is in server-rendered HTML, not hidden behind JavaScript or logins. Use clean structure and schema markup (Organization, Product, FAQ, Article). Maintain solid traditional SEO, since retrieval-based AI often draws from search indexes.

5. Build off-site authority AI models weight what others say about you, often more than what you say about yourself.

Earn coverage in publications and review sites that show up in your baseline citations. Maintain profiles on sites like G2, Capterra, Wikipedia/Wikidata (where you qualify), LinkedIn, and industry directories. Show up authentically in communities like Reddit and Stack Overflow, and in podcasts and expert roundups. Genuine participation works. Spam backfires. Keep your brand name, description, and positioning consistent everywhere so models form a coherent picture.

6. Measure and iterate

Re-run your prompt set monthly. Track share of voice (how often you appear versus competitors), citation rate, sentiment/accuracy, and referral traffic from AI sources (check analytics for referrers like chatgpt.com and perplexity.ai). Tools like Profound, Peec AI, Otterly, and Semrush's AI features automate tracking, but a manual spreadsheet works to start. Fix inaccuracies by correcting the sources the AI is pulling from.

7. Set realistic expectations There's no guaranteed lever. Answers are probabilistic, vary by user and phrasing, and the platforms change often. Treat this as an extension of good content marketing and PR rather than a trick, and be skeptical of anyone promising to "rank" you in ChatGPT. If you tell me your industry and whether you're optimizing a brand, a product, or a personal profile, I can help you draft a prompt set or prioritize the first 30 days.