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Will AI cite brianschnurr.com?
AI Visibility Score, last checked 8 Sept 2026.
Modest third-party presence across six social/directory sites limits AI citation; build press mentions and original case-study data.
AI engines are unlikely to cite Brian Schnurr for general web-design or SEO queries because the brand lacks Wikipedia, press coverage, and reference-corpus presence. For hyper-local NYC medical-practice web-design queries, engines might surface the brand if they crawl LinkedIn or social profiles, but citation remains low-probability without editorial mentions or published case studies with original performance data.
Entity authority
How much AI already trusts you across the web — the biggest driver of citations, and the hardest to DIY.
Six distinct third-party domains name Brian Schnurr: Instagram, Facebook, LinkedIn, Dribbble, a directory, and Tracxn—all social or profile sites, no editorial press or independent reviews.
Fix: Earn mentions in local NYC business press, medical-marketing blogs, or case-study roundups; guest-post on healthcare-marketing sites; get featured in web-design showcases or local-business directories with editorial content.
Get tier-1 press placements · from $250 →No Google Knowledge Panel; the brand owns its exact-match search, and schema declares both Organization and Person types, but lacks the third-party corroboration engines need to build a confident entity.
Fix: Secure a Wikidata entry if notable; ensure consistent name-address-phone across all profiles; build more authoritative backlinks and press mentions so Google can construct a Knowledge Panel.
Get a Google Knowledge Panel · from $650 →No Wikipedia page and no presence in reference corpora that AI models prioritize.
Fix: Wikipedia is unlikely for an individual consultant; instead, aim for mentions in industry publications, local-business features, or healthcare-marketing resource lists that engines do index.
Get a Wikipedia page · $4,000, money-back →On-page extractability
How easily AI can read, understand, and quote this specific page.
The page describes services and process but offers no original statistics, client performance data, or unique quotes—just testimonials and generic service descriptions.
Fix: Publish a case study with real before-and-after metrics (patient-inquiry increases, ranking gains, conversion-rate lifts); add original research or a local healthcare-marketing survey; include direct client quotes with specific outcomes.
Publish a cite-worthy article on MarketSpy · $9.99 intro →Headings are present and the page uses lists and clear sections, but most content is marketing copy rather than answer-first paragraphs; no FAQ schema or tables of data.
Fix: Add an FAQ section with schema markup answering common questions (cost, timeline, what makes medical SEO different); lead each service section with a one-sentence answer before the pitch; use tables to compare service tiers or show sample timelines.
Publish a cite-worthy article on MarketSpy · $9.99 intro →Page shows a recent modification date of September 2026 in schema, signaling active maintenance.
No AI crawlers blocked in robots.txt; page is server-rendered and indexable.
Schema includes Organization, Person, Article, and Local Business types; author is listed as an email address rather than a named individual with credentials, which weakens perceived expertise.
Fix: Replace the email-address author with a full Person schema entry (name, job title, credentials, photo); add a bio page with professional background and certifications; link to a LinkedIn profile or portfolio in the schema same-as property.
Publish a cite-worthy article on MarketSpy · $9.99 intro →What to fix, ranked by impact
Highest-leverage first. Purple/green = Essentras can do it for you; grey = a do-it-yourself win.
Being named on independent, trusted publications is the strongest correlate of AI citation — it beats backlinks and domain authority. This is the #1 lever.
Three tier-1 outlets AI engines already read and cite — the fastest way to build the third-party mentions AI weighs most.
A Knowledge Panel is how Google and AI Overviews confirm you are a real entity worth citing.
Wikipedia is ~48% of ChatGPT’s cited sources. With no page, AI has no canonical reference to cite about you.
A professional, AI-indexed article about you on a real outlet — the fastest, cheapest way to give assistants something concrete to quote.
Information gain is the top causal on-page lever (+22-41% in controlled tests). Add a stat, benchmark, or quote no other page has — restating consensus barely helps.
Lead each section with a 1-3 sentence direct answer, then a list or real table. One heading = one question. AI can only cite what it can cleanly extract.
Don’t waste time on
- ✕Obsessing over schema / JSON-LD. Controlled before/after tests show it has no causal lift on AI citations. Keep it for normal Google rich results, but do not over-invest expecting AI to cite you because of it.
- ✕Adding an llms.txt file. AI crawlers do not read it (Google confirmed; ~0.1% of AI-bot requests hit it). It is speculative, not a ranking factor.
- ✕Chasing word count. Correlation between length and AI citation is ~0.04 (basically none). Originality and structure beat length every time.
How to fix this fast
AI barely sees you. The fastest fix is a citation on a source it already trusts.
We write and publish a professional article about you on a real, AI-cited outlet, indexed by Google and citeable by ChatGPT, Claude and Perplexity. Get your first placement for $9.99.
Other sites we checked
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