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Will AI cite ashleyivyslp.com?
AI Visibility Score, last checked 11 Aug 2026.
Credentialed author with local event presence, but minimal independent web mentions and no entity-graph footprint limit AI citation.
ChatGPT and Perplexity are unlikely to cite this brand because there is no Wikipedia page, no Knowledge Panel, and only four third-party mentions (mostly event listings and social media). Claude might surface the book title if the page gains press coverage or review-site presence, but currently the brand exists primarily on its own domain with minimal independent validation across the reference corpora AI engines rely on.
Entity authority
How much AI already trusts you across the web — the biggest driver of citations, and the hardest to DIY.
Four distinct third-party domains name the brand: Instagram and Facebook event posts, a local Alzheimer's resource center event page, and a domain directory listing—mostly social and event-driven, not editorial press or reviews.
Fix: Pursue book reviews on dementia-care blogs, caregiver forums, and health media; seek podcast interviews and YouTube mentions to build independent editorial citations beyond event announcements.
Get tier-1 press placements · from $250 →No Google Knowledge Panel and no consistent entity recognition; the brand exists as a personal-practice domain without a disambiguated public identity in Google's knowledge graph.
Fix: Establish a Wikidata entry if the book gains notable coverage, ensure consistent name-address-phone across directories, and build a LinkedIn profile and author pages on Goodreads and Amazon to strengthen entity signals.
Get a Google Knowledge Panel · from $650 →No Wikipedia page exists for Ashley Ivy or the book, and the brand does not appear in the reference corpora that large language models prioritize for citation.
Fix: Wikipedia requires independent notability (multiple non-affiliated press sources); focus first on earning book reviews in dementia-care publications, healthcare media, and caregiver outlets to build the citation trail needed for a future Wikipedia entry.
Get a Wikipedia page · $4,000, money-back →On-page extractability
How easily AI can read, understand, and quote this specific page.
The page offers original framing (unfiltered caregiver perspective, clinical SLP lens on dementia stages and behaviors) and three testimonial quotes, but no unique statistics, research data, or case studies not found elsewhere.
Fix: Add original data points—survey results from caregivers, before-and-after communication outcomes, or annotated case vignettes—and publish excerpts with novel insights (e.g., specific behavior-decoding frameworks) that other dementia resources do not provide.
Publish a cite-worthy article on MarketSpy · $9.99 intro →The homepage is prose-heavy with no clear headings (zero H1 tags, ten H2 tags that are navigation/footer links, not content sections), no FAQ lists, and no tables; testimonials are blockquotes but not structured as a list or comparison.
Fix: Rewrite the book description with answer-first paragraphs under explicit headings like 'What dementia stages does the book cover?' and 'Who should read this book?'; convert testimonials into a bulleted or table format and add an FAQ section addressing common caregiver questions.
Publish a cite-worthy article on MarketSpy · $9.99 intro →The page shows a recent publication date of February 14, 2026, and a last-modified timestamp of February 17, 2026, signaling active, current content.
The site is server-rendered, indexed, and does not block any AI crawlers in robots.txt, making it fully accessible to GPTBot, ClaudeBot, Perplexity, and others.
JSON-LD includes WebPage, Organization, and BreadcrumbList schemas with a named author (Ashley Ivy) and credentials mentioned in the biography section (Master's degree, ASHA certification, CCC-SLP), but no Person or Book schema and no authorship markup on the page itself.
Fix: Add a Person schema block for Ashley Ivy with the same identifier, link it to the Organization, and include a Book schema for 'I F'n Hate Dementia' with ISBN, author, and review properties to make the entity relationships explicit.
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.
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