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Will AI cite brianschnurr.com?

AI Visibility Score, last checked 8 Sept 2026.

AI Visibility Score
39/100

Modest third-party presence across six social/directory sites limits AI citation; build press mentions and original case-study data.

29/100
Entity authority
53/100
On-page

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.

Brand mentions & press (share of voice)
38/100

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
Knowledge Panel & entity clarity
42/100

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
Wikipedia & reference-corpus presence
0/100

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.

Information gain (original data & quotes)
28/100

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
Extractable structure (answer-first, lists, tables)
55/100

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
Freshness
72/100

Page shows a recent modification date of September 2026 in schema, signaling active maintenance.

Technical eligibility (crawlable, AI bots allowed)
85/100

No AI crawlers blocked in robots.txt; page is server-rendered and indexable.

Schema & on-page E-E-A-T
48/100

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.

Tier-1 press placementsfrom $250

Being named on independent, trusted publications is the strongest correlate of AI citation — it beats backlinks and domain authority. This is the #1 lever.

Fix this →
Business Insider / Yahoo / AP News bundle$840 (was $1,860)

Three tier-1 outlets AI engines already read and cite — the fastest way to build the third-party mentions AI weighs most.

Fix this →
Google Knowledge Panelfrom $650

A Knowledge Panel is how Google and AI Overviews confirm you are a real entity worth citing.

Fix this →
Wikipedia page creation$4,000, money-back

Wikipedia is ~48% of ChatGPT’s cited sources. With no page, AI has no canonical reference to cite about you.

Fix this →
MarketSpy placement ($9.99 intro)$9.99

A professional, AI-indexed article about you on a real outlet — the fastest, cheapest way to give assistants something concrete to quote.

Fix this →
Add original data or a direct quoteDIY

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.

Make it answer-first and extractableDIY

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.

Check any URL free at essentras.com/tools/ai-visibility-score.