Free tool · powered by Essentras
Will AI cite noahlandow.com?
AI Visibility Score, last checked 15 Aug 2026.
Personal brand with modest third-party presence; needs original insights and press coverage to become AI-citable.
Low citation likelihood across all engines. While Noah Landow has a clear personal identity and some third-party mentions (8 distinct domains including social profiles, forums, and one podcast appearance), the mentions are primarily social/profile pages rather than editorial coverage, and the page lacks original data or unique insights that would prompt AI engines to cite it as an authoritative source.
Entity authority
How much AI already trusts you across the web — the biggest driver of citations, and the hardest to DIY.
Eight distinct third-party domains mention Noah Landow, but most are social profiles (Instagram, YouTube, Sketchfab) or user-generated content (Reddit, forums) rather than editorial press or authoritative reviews.
Fix: Pursue editorial coverage in technology consulting, nonprofit leadership, or documentary arts publications; guest articles on established platforms; speaking engagements that generate press mentions beyond podcast appearances.
Get tier-1 press placements · from $250 →No Google Knowledge Panel present, though the site owns its branded search and has clear Person schema with job title, organization affiliation, and consistent identity across the web.
Fix: Build more substantial third-party coverage and Wikipedia eligibility to trigger Knowledge Panel creation; ensure consistent NAP (name, affiliation, position) across all mentions.
Get a Google Knowledge Panel · from $650 →No Wikipedia page exists for Noah Landow, and the individual does not appear to meet notability guidelines for inclusion in reference corpora that AI engines heavily rely on.
Fix: Focus on achievements that meet Wikipedia notability standards: significant press coverage in independent sources, major awards, or widely recognized contributions to technology consulting or cultural institutions.
Get a Wikipedia page · $4,000, money-back →On-page extractability
How easily AI can read, understand, and quote this specific page.
The page presents biographical information and general positioning statements but contains no original research, proprietary data, unique statistics, or exclusive insights not available elsewhere.
Fix: Publish original research on technology adoption in nonprofits, case study data with measurable outcomes, or unique frameworks for human-centered IT strategy; include specific statistics and quotable insights.
Publish a cite-worthy article on MarketSpy · $9.99 intro →The page has clear headings and some list elements (credentials, recent essays), but lacks answer-first paragraphs, FAQ structure, or tables that would make information easily extractable for AI engines.
Fix: Restructure key sections with question-based headings and direct answers in opening sentences; add a FAQ section addressing common technology consulting questions; use tables for credentials or methodologies.
Publish a cite-worthy article on MarketSpy · $9.99 intro →Recent blog posts are dated (June 2026, March 2026, February 2026) and copyright shows 2026, indicating active maintenance and current content.
No AI crawlers are blocked in robots.txt, the page is server-rendered with 425 words visible to crawlers, and the site is fully indexable.
Comprehensive Person and Organization schema present with job title, description, alumni information, and same-as links; named authorship is clear throughout the site.
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
Check any URL free at essentras.com/tools/ai-visibility-score.