AI-Blocked Content: Pages People Can Read but AI Crawlers Can't
Pages that load fine in a browser can still be closed to AI crawlers by paywalls, challenges or headers. Find these hidden blocks and decide which ones you really want.
AI Search (AEO)
AI Citation Competitor Gap: Who Gets Cited Instead of You
When AI assistants answer questions in your field, some domains get cited and others don't. Test a set of prompts, record the sources and see where rivals lead.
AI Comparison Readiness: Pricing, Features and Limits in a Form Machines Can Compare
People ask assistants to compare options. Give your pages structured, honest pricing, feature and limit facts so you're included accurately instead of left out.
AI Crawler Access Audit: Which Bots Can Read Your Website?
AI assistants and answer engines use their own crawlers. Check robots.txt, firewalls and CDN rules to see which ones can reach your content, then decide what to allow.
AI Recommendation Readiness: Does Your Page Give an Assistant Enough to Recommend You?
Assistants recommend products when pages state who they suit, what they cost and what they do. Check your key pages for the facts a recommendation needs.
AI Search Visibility Score: Turning Six Separate Checks Into One Diagnostic
Crawlability, indexability, entity clarity, extractability, authority and AI visibility each tell part of the story. Combine them into one score you can track and act on.
AI Answer Share of Voice: How Often Your Brand Appears in Relevant AI Answers
Share of voice shows how visible you are against competitors across a fixed set of AI prompts. Here is a simple, repeatable way to measure it without fooling yourself.
Answer Completeness Gap: Answering the Question but Not the Next One
A page can answer the main question and still leave readers with obvious follow-ups. Find those missing questions and add them without bloating the page.
The Answer Extraction Test: Can a Machine Pull a Clean Answer From Your Page?
Give a page and a question to an AI tool and see what comes back. Where the answer is wrong, vague or missing, the page needs clearer writing. Here's how to test.
Brand Entity Footprint Audit: How the Wider Web Describes Your Business
Check whether authoritative outside sources name your brand, products, people and key facts the same way your site does, and fix the mismatches you can influence.
Brand Mention vs Citation: Being Named Is Not the Same as Being Linked
An AI answer can name your brand without sending anyone to your site. Learn how to tell mentions from citations, measure both and work out why the gap exists.
Citation-Ready Passages: Writing Text an Answer Engine Can Quote
Answer engines lift short, self-contained passages. Learn how to find the ones on your site, and rewrite vague paragraphs so they stand alone and state a clear fact.
Citation Source Patterns: What Kinds of Pages AI Answers Keep Relying On
AI answers in a topic tend to cite the same types of pages again and again. Learn to spot the pattern in your field and build the content types that actually get used.
Definition Clarity: Explain Your Key Terms Once, Clearly, Where People Can Find Them
If a core concept is never defined in plain words, neither readers nor AI systems can explain it for you. Audit your terms and write short, standalone definitions.
Entity Identity Consistency: Making Sure Everyone Describes Your Business the Same Way
Search and AI systems build a picture of your company from many sources. Align names, addresses, schema and profiles so that picture is the same everywhere.
Entity Relationship Graph: Mapping Who and What Your Website Connects
Search and AI systems understand sites through relationships like company to founder or product to category. Extract yours, spot gaps and state them clearly.
Fact Verification and Source Audit: Which Claims on Your Site Can Be Backed Up?
Statistics, rankings and bold claims without a source or date lose trust. Audit the factual statements on key pages and add evidence, dates and references.
Question-to-Answer Distance: How Far Readers Have to Dig for Your Answer
When a heading asks a question and the answer sits three paragraphs down, both people and machines struggle. Measure the gap and move answers to the top.
Source Attribution Quality: Showing Where Your Information Came From
Naming a source is not the same as attributing it well. Review how your pages credit data, quotes and ideas so readers and AI systems can trace each claim back.
Third-Party Authority Gap: The Sources That Talk About Your Competitors but Not You
AI systems lean on what other sites say about a brand. Find the reviews, lists and articles that feature competitors, then plan honest ways to earn your place.