You’re about to write a significant cheque to an SEO agency. They’ve shown you keyword rankings, domain authority scores, backlink graphs. It all looks credible. But there’s one question they almost certainly haven’t answered: how visible is your business to AI search?
That gap matters more every month. When a potential customer asks ChatGPT, Perplexity, or Google’s AI Overviews to recommend a business like yours, they get a short answer — usually three to five names — and they act on it. No scrolling. No comparing ten blue links. The businesses in that answer win the enquiry. The businesses outside it don’t exist.
Most traditional SEO agencies aren’t optimising for AI visibility. They’re not being dishonest — they’re operating from a 2022 playbook in a 2026 market. Before you hire anyone, run this 10-item checklist. It will tell you where you actually stand, what questions to ask any agency, and whether they understand the channel your customers are increasingly using.
Why traditional SEO agencies don’t cover AI visibility
Standard SEO practice focuses on ranking signals that Google’s crawlers use to index and order pages: backlinks, technical health, keyword density, page speed. These signals are well-understood, measurable, and stable.
AI systems work differently. They don’t rank pages — they synthesise answers from what they “know” about the world. Your presence in an AI answer depends on entity clarity (does the AI have an accurate, confident understanding of what your business is?), citation authority (are credible third-party sources mentioning you?), and content structure (is your content machine-readable, or just human-readable marketing copy?).
An SEO agency might improve your backlink profile without ever touching your schema markup. They might fix your page speed without checking whether AI crawlers can even access your site. These are not the same problem. Use this checklist to find out which problems you have — before you pay someone to solve the wrong ones.
The AI visibility checklist: 10 items to audit now
Check your robots.txt for AI crawler blocks
Navigate to yourdomain.com/robots.txt in your browser. This file tells crawlers which parts of your site they can access. Look for the following AI crawler agent names: GPTBot, PerplexityBot, ClaudeBot, CCBot, Google-Extended.
If you see a wildcard block (User-agent: * with Disallow: /) and no explicit overrides for these bots, you are blocking every AI crawler from accessing your site. Many businesses acquired this setting silently through CDN configurations or outdated SEO plugins.
Verify your schema markup (structured data)
On your homepage, right-click → “View Page Source” and search (Ctrl+F) for application/ld+json. This is the tag that signals structured data is present. If you find it, check the @type value: ideally Organization, LocalBusiness, or a relevant service type.
Schema markup transforms your page from marketing prose into machine-readable data. Without it, AI systems must infer who you are, what you do, and where you operate from unstructured text — and they often infer incorrectly. Fewer than 8% of SMEs have schema markup implemented correctly.
application/ld+json found anywhere on the page, or present but missing key fields like name, description, url, and address.Test entity recognition in AI systems
Open ChatGPT (or any major AI assistant) and ask: “What does [Your Company Name] do?” Note whether the response is accurate, vague, or nonexistent. Then ask the same question on Perplexity.
Entity recognition is the foundation of AI visibility. If an AI system doesn’t have a clear, confident model of what your business is, it cannot recommend you — even if you’re the best in your category. Inconsistent responses across platforms indicate a weak or conflicting entity signal.
Check category visibility — do you appear in recommendations?
Ask an AI system: “Who are the best [your service type] in [your city or sector]?” Run this on ChatGPT and on Perplexity. Write down every business named. Is yours there?
This is the test that matters most commercially. Entity recognition tells you whether the AI knows you exist. Category visibility tells you whether it recommends you when a buyer is actively searching. The gap between the two is where most businesses lose revenue.
Audit your citation sources
AI systems cite what credible third parties say about you — not what you say about yourself. Search Google for your business name and scan the first two pages. Count how many results are from independent sources: industry directories, news articles, review platforms, professional associations, local business lists.
Your own website, social media, and press releases don’t count for this purpose. Third-party citations are the raw material AI systems use to build their understanding of who you are and whether you’re trustworthy enough to recommend.
Running this checklist manually takes 30–45 minutes.Rankara’s free AI Visibility Score runs all 52 checks automatically in 30 seconds.
Get My Free AI Visibility Score →Assess your “About” page clarity
Read your About page as if you knew nothing about your business. Does it answer, in the first two sentences: what you do, who you serve, and where you operate? Or does it lead with founding story, mission statements, or abstract values?
AI systems extract entity information heavily from About pages. The clearer and more specific your entity signals at the top of the page — business type, service category, geographic market, target customer — the more accurately AI systems will represent you in answers.
Check your directory and review platform presence
Search for your business on: Google Business Profile, Bing Places, Trustpilot, G2, Clutch (if relevant), your industry-specific directories, and local business registers. Confirm your name, address, phone number, and business description are consistent across every platform.
Directory listings are high-authority citation sources that AI systems weight heavily. Inconsistencies in your NAP data (Name, Address, Phone) create conflicting entity signals and reduce AI confidence in recommending you.
Evaluate your content authority signals
Review the last six pieces of content your business has published — blog posts, guides, case studies, whitepapers. Are they cited anywhere? Do they answer specific questions a buyer in your category would ask an AI system? Or are they primarily promotional content about your products and services?
AI systems surface businesses that produce genuinely useful, specific, referenced content. A guide that gets cited in industry publications or linked by relevant communities generates the kind of third-party signal that increases AI visibility. Promotional content generates almost none.
Run the competitor comparison test
Pick the top competitor that appears in AI recommendations when you test category visibility (item 4). Ask an AI system: “Why is [competitor name] considered a good [service type]?” The answer will tell you exactly what signals a well-optimised business in your category is generating: specific articles, directory mentions, client case studies, association memberships.
This is your benchmark. You don’t need to guess what good looks like in your category — you can ask an AI system directly and get a clear answer.
Test across multiple AI platforms
Repeat items 3 and 4 on all three major platforms: ChatGPT, Perplexity, and Google (search for your category to trigger AI Overviews). Different platforms weight signals differently and draw on different training data and real-time sources.
A business can be well-represented on ChatGPT but invisible on Perplexity, or vice versa. Platform-level gaps point to specific signal types: Perplexity visibility correlates more strongly with real-time web citations; ChatGPT visibility reflects entity signals built into training data over time.
How to interpret your results
Work through the checklist and count your red flags. Here’s a rough guide to what different scores mean:
| Red flags | What it means | Priority |
|---|---|---|
| 0–2 | Solid baseline. You have the fundamentals in place — focus on deepening citation authority and content quality. | Medium-term optimisation |
| 3–5 | Meaningful gaps. AI systems may know you exist but are unlikely to recommend you consistently. Several quick wins available. | Address within 90 days |
| 6–8 | Serious visibility problem. You are likely invisible in AI recommendations for your category. Competitors are winning those enquiries. | Immediate priority |
| 9–10 | Critical gaps across all signal types. AI systems have no reliable model of your business. Every AI-driven buyer in your category is going to a competitor. | Urgent — revenue at risk now |
Bear in mind this checklist covers the surface-level signals. It won’t catch everything. A full AI visibility audit evaluates 52 distinct signals across entity clarity, technical accessibility, content authority, citation breadth, and platform-specific factors — and produces a scored, prioritised roadmap rather than a pass/fail list.
What to ask any SEO agency before you hire them
- How do you measure AI search visibility, and which platforms do you track?
- Do you audit and configure robots.txt for AI crawlers?
- Do you implement structured data (schema markup) for AI search?
- How do you build citation authority across third-party sources for AI systems?
- Can you show me an example client whose AI visibility improved after working with you?
If the agency looks blank at these questions, or conflates AI visibility with Google rankings, you know where their expertise stops. That doesn’t necessarily mean they’re bad at what they do — but it does mean you’ll need a separate strategy for the fastest-growing buyer discovery channel in your market.
You can see exactly what a comprehensive AI visibility assessment covers — including the 52-signal methodology, competitor benchmarking, and 90-day fix roadmap — in our sample AI Visibility Report. It’s the clearest way to understand what a full audit produces before committing to anything.
Run all 52 checks automatically — free
Rankara’s AI Visibility Score covers every item on this checklist plus 42 more signals in 30 seconds. Free score, no sign-up. Full 9-section audit with competitor benchmarks and 90-day roadmap available for €99.
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