This 15-point checklist covers the specific technical, content, and entity factors that determine whether AI search engines can find, evaluate, and recommend your professional service firm. Check each item that applies to your current website. Most firms score between 2 and 5 out of 15.
Technical Foundation.
Your website loads with a padlock icon (https://, not http://). AI engines deprioritize or skip insecure sites entirely.
How to check: Look at your browser address bar. If there's no padlock, your hosting provider needs to enable SSL.
Your website has structured data telling AI engines your business type, services, location, and contact information. Research suggests pages with 3+ schema types receive significantly more AI citations.
How to check: Go to validator.schema.org → paste your homepage URL → see if any structured data is detected. Zero results = invisible to AI.
Your robots.txt file explicitly allows GPTBot (ChatGPT), ClaudeBot, PerplexityBot, Google-Extended, and other AI crawlers. Many template sites block these by default.
How to check: Go to yoursite.com/robots.txt in your browser. Look for "Disallow" rules targeting AI bot names. If you see them blocked, AI can't read your site.
A plain-text file at your domain root that summarizes your business for AI crawlers — like a resume for machines. Emerging standard that forward-thinking sites are adopting.
How to check: Go to yoursite.com/llms.txt in your browser. If you see a 404, you don't have one.
AI crawlers cannot execute JavaScript. If your website content loads dynamically via React, Angular, or similar frameworks, AI engines see a blank page. Server-rendered HTML is essential.
How to check: In Chrome, press Ctrl+U (View Source). If you see your actual text content in the HTML, you're fine. If you see mostly JavaScript with no readable content, AI can't see your site.
Content Architecture.
Key pages lead with a direct answer before elaborating. Research suggests a significant percentage of AI citations come from the first 30% of page content. If your most important information is buried at the bottom, AI won't cite it.
How to check: Open your homepage. Can you identify your core offering, location, and services within the first 3 sentences? If not, restructure.
FAQ sections with clear question-and-answer formatting mirror exactly how people ask AI questions. Combined with FAQPage schema, this is one of the most directly citable content formats.
How to check: Do your service pages and homepage have visible FAQ sections with real questions and substantive answers (not just one-liners)?
Thin pages with fewer than a few hundred words don't give AI engines enough substance to extract meaningful citations. Research suggests content sections of 120-180 words between headings perform best for AI citation rates.
How to check: Copy the text from your homepage into a word counter. If it's under 400 words, AI engines likely consider it too thin to cite.
AI engines prefer fresh content. Pages not updated in 6+ months signal abandonment. A visible "Last Updated" date and recent dateModified in schema markup tell AI your site is actively maintained.
How to check: When was the last time your website content was meaningfully changed (not just a typo fix)?
One H1 per page. H2s for major sections. H3s for subsections. AI engines use heading structure to understand content organization and extract key information. Pages with broken or missing heading hierarchy are harder for AI to parse.
How to check: Right-click your page → Inspect → search for h1, h2, h3 tags. You should have exactly one h1 and multiple h2s in logical order.
Entity Recognition.
A verified, complete Google Business Profile with accurate name, address, phone, hours, description, photos, and service categories. Google Gemini pulls heavily from GBP data. An incomplete profile limits AI visibility across the entire Google ecosystem.
How to check: Search your business name on Google. Does a Knowledge Panel appear on the right? Is every field complete?
ChatGPT Search runs through Bing's index. Without a Bing Places listing, your firm is invisible to the largest AI search platform. Research suggests the vast majority of ChatGPT Search citations match Bing's top organic results.
How to check: Go to bingplaces.com and search for your business. If it's not there, ChatGPT likely can't recommend you.
Your business name, address, and phone number must match exactly across your website, Google Business Profile, Bing Places, Yelp, LinkedIn, Apple Business Connect, and any other directory. AI engines cross-reference these for entity verification. Inconsistency signals unreliability.
How to check: Google your business name + phone number. Do all results show identical information?
AI engines use review sentiment, volume, and recency as trust signals when deciding whether to recommend a business. Firms with no reviews or poor ratings are deprioritized. Even 5 positive reviews significantly improve AI recommendation probability.
How to check: Google your business name. How many reviews do you have? What's the average rating?
LinkedIn is one of the top-5 most-cited domains across all AI search platforms. A complete company page with specialties, description, and regular activity strengthens your entity graph and provides another authoritative source for AI to reference.
How to check: Go to your LinkedIn company page. Is the About section complete? Are Specialties filled in? Have you posted in the last month?
2–5
is the typical score for professional service firms. If you scored under 5, your firm is almost certainly invisible to AI search engines. The good news: every item on this list is fixable.
What Your Score Means.
0–4: Invisible. AI search engines cannot find, evaluate, or recommend your firm. You are missing from the fastest-growing discovery channel. Immediate action is needed on the Critical items (schema, crawlers, business profiles).
5–9: Partially Visible. AI engines can detect your firm but lack the data quality needed to recommend you confidently. Focus on filling the gaps — especially schema markup, FAQ content, and directory consistency.
10–12: Competitive. Your firm has most of the foundational elements AI engines need. Optimization at this level focuses on content depth, freshness, and entity authority building across third-party platforms.
13–15: AI-Ready. Your firm has a strong technical and entity foundation for AI search visibility. Ongoing optimization focuses on content updates, review acquisition, and monitoring citation rates across AI platforms.