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Will AI cite quackr.io?

AI Visibility Score, last checked 21 Sept 2026.

AI Visibility Score
57/100

Moderate citation likelihood held back by no Knowledge Panel and limited high-authority press; strong third-party app-store presence helps.

47/100
Entity authority
69/100
On-page

ChatGPT and Perplexity may cite Quackr when answering temporary-phone-number queries, drawing on its Wikipedia mention, app-store listings, and Trustpilot presence. However, the lack of a Google Knowledge Panel and limited editorial press coverage (only one news mention found) means engines will struggle to confidently resolve Quackr as a definitive authority, reducing citation frequency compared to household brands.

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)
58/100

Ten distinct third-party domains name Quackr, including Apple App Store, Google Play, Trustpilot, LinkedIn, and one news outlet (Derry Journal), establishing moderate share of voice in the temporary-phone-number niche.

Fix: Pursue editorial coverage in privacy/tech publications (TechCrunch, Wired, The Verge) and comparison/review sites beyond app stores to broaden independent mentions and strengthen entity recognition.

Get tier-1 press placements · from $250
Knowledge Panel & entity clarity
35/100

No Google Knowledge Panel exists, and while Quackr owns its branded search, the lack of a structured entity card means AI engines have weaker confidence in resolving Quackr as a recognized, trusted brand.

Fix: Build consistent citations across high-authority directories (Crunchbase, Product Hunt, G2), ensure Wikipedia mentions link directly to quackr.io, and maintain uniform NAP (name, address, contact) across all third-party profiles to trigger Knowledge Panel creation.

Get a Google Knowledge Panel · from $650
Wikipedia & reference-corpus presence
42/100

Quackr appears in a Wikipedia article (Telephone numbers in San Marino) as a citation source, providing some reference-corpus presence, though it is not the subject of its own Wikipedia page.

Fix: Being cited in Wikipedia is valuable; consider contributing original data or research (e.g., SMS verification trends, VOIP blocking statistics) that other Wikipedia editors might reference, and explore whether Quackr meets notability guidelines for its own article.

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)
48/100

The page offers standard service descriptions and user testimonials but lacks original statistics, proprietary research, or unique data points (e.g., SMS delivery success rates, VOIP blocking prevalence) that would differentiate it from competitor content.

Fix: Publish original data: percentage of services blocking VOIP numbers, country-by-country SMS delivery benchmarks, or anonymized usage trends, and feature these statistics prominently in answer-first sections to give AI engines unique, citable facts.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Extractable structure (answer-first, lists, tables)
72/100

The page uses clear headings, a structured FAQ section with direct question-and-answer pairs, and lists of features, making content reasonably extractable despite being client-rendered JavaScript.

Freshness
81/100

User reviews display recent dates (March 2026, February 2026, January 2026), and the copyright footer shows 2026, signaling active maintenance and current content to AI engines.

Technical eligibility (crawlable, AI bots allowed)
95/100

No AI crawlers are blocked in robots.txt, the page is indexed, and while client-rendered, the rendered content is accessible to bots that execute JavaScript, ensuring full technical eligibility.

Schema & on-page E-E-A-T
68/100

Organization, FAQ Page, and Website schema are present with contact details and social links, but no named authorship or individual credentials are provided for content, limiting demonstrated expertise signals.

Fix: Add an Article or Blog Posting schema with a named author and credentials (e.g., founder bio, privacy expert background) to content pages, and consider adding an About page with team profiles to strengthen expertise and trustworthiness signals.

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.

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.