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Will AI cite asifsarangi.com?

AI Visibility Score, last checked 17 Sept 2026.

AI Visibility Score
44/100

Personal brand with minimal third-party validation; needs press coverage, Wikipedia presence, and original data to become AI-citable.

25/100
Entity authority
67/100
On-page

Currently unlikely to be cited by any AI engine due to absence from reference corpora (no Wikipedia, minimal press) and limited third-party brand mentions beyond social profiles. The personal brand lacks the independent validation and information gain that drives AI citation, even with clear entity structure and good on-page formatting.

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)
28/100

Six third-party domains found, but four are self-managed social profiles (Instagram, LinkedIn, Facebook) and two are directory listings (Companies House, committee membership), with no editorial press, reviews, or independent articles naming the brand.

Fix: Secure coverage in technology press, contribute expert commentary to industry publications, get featured in founder/CTO roundups, and appear on podcasts or panels to build genuine third-party editorial mentions.

Get tier-1 press placements · from $250
Knowledge Panel & entity clarity
45/100

No Google Knowledge Panel present, though the brand owns its exact-match search and has clear Person schema with consistent identity across limited touchpoints.

Fix: Build presence on Wikidata, secure more authoritative third-party mentions, and ensure consistent NAP (name, association, profile) across high-authority platforms to trigger Knowledge Panel creation.

Get a Google Knowledge Panel · from $650
Wikipedia & reference-corpus presence
0/100

No Wikipedia page exists, and the brand is absent from the reference corpora that ChatGPT and other engines heavily rely on for citation decisions.

Fix: Wikipedia requires independent notability through significant press coverage first; focus on earning editorial mentions in reputable technology and business publications before attempting Wikipedia inclusion.

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)
42/100

The page mentions a proprietary 2026 Cloud and AI Resilience Report with original research sourced from NCSC, ICO, and BCC, but the actual data, statistics, and findings are not presented on the page itself, only promotional copy.

Fix: Publish key statistics, frameworks, and original findings from the report directly on the page with specific numbers and quotes; create dedicated insight pages with unique data points not found elsewhere.

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

Strong answer-first structure with clear headings, well-organized sections, and extractable service descriptions, though some sections are promotional rather than informational and lack FAQ or table formats.

Fix: Add a frequently asked questions section addressing common fractional CTO queries, convert service comparisons into a structured table, and ensure each section opens with a direct answer before elaboration.

Freshness
85/100

Page shows a recent published timestamp (August 2026) and references current-year content (2026 report), indicating active maintenance and contemporary relevance.

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

No AI crawler blocks detected in robots.txt, page is server-rendered with 1361 words visible to crawlers, and technical infrastructure appears fully accessible to all major AI engines.

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

Well-implemented Person and WebSite schema with job title, description, areas served, and same-as links; named authorship present throughout, though no formal credentials or third-party verification of expertise included.

Fix: Add Organization schema for SAR Computing with founding date and credentials, include professional certifications or awards in the Person schema, and link to verifiable professional profiles beyond LinkedIn.

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.