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Will AI cite bigoceandata.com?

AI Visibility Score, last checked 15 Aug 2026.

AI Visibility Score
45/100

Strong third-party press and client mentions, but no Knowledge Panel or Wikipedia presence limits AI citation potential.

36/100
Entity authority
57/100
On-page

BigOceanData is moderately likely to be cited by AI engines when answering maritime tracking or route optimization questions, primarily because of credible third-party mentions from BBC, Maersk, Supply Chain Dive, and maritime trade press. However, the absence of a Wikipedia page and Google Knowledge Panel means engines will struggle to resolve entity authority for broader queries, limiting citation to niche maritime contexts where the brand's specific capabilities are directly relevant.

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

Fourteen distinct third-party domains name BigOceanData, including credible sources like BBC, Supply Chain Dive, Marine Link, and Riviera Maritime Media, plus client case studies from Maersk.

Fix: Pursue more editorial coverage in general business and technology press beyond maritime trade publications to broaden share of voice and improve cross-domain entity recognition.

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

No Google Knowledge Panel exists, and the brand lacks a consistent, machine-readable entity footprint outside its own domain and social profiles.

Fix: Establish a Wikidata entry and pursue structured mentions in authoritative directories or industry databases to help AI engines resolve BigOceanData as a recognized entity.

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

No Wikipedia page exists for BigOceanData, eliminating a primary reference corpus used by ChatGPT and other engines.

Fix: Create a Wikipedia page if notability criteria are met, citing the BBC coverage, Maersk deployment, and sustained press mentions as evidence of independent significance.

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 includes client testimonials with named individuals and roles, plus a 30-day Strait of Hormuz traffic analysis, but most content restates standard product features without unique data.

Fix: Publish more original maritime intelligence reports with specific statistics, vessel counts, or operational benchmarks not available elsewhere, and surface them prominently on the homepage.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Extractable structure (answer-first, lists, tables)
55/100

The page uses clear headings and some list-based sections for services and sectors, but most content is promotional prose without answer-first paragraphs or extractable tables.

Fix: Rewrite key sections to lead with direct answers to common questions, add comparison tables for platform features, and structure case studies with clear outcome metrics in list or table format.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Freshness
72/100

The page shows a recent modification date of August 2026 in the schema, and the news section includes articles from 2026, signaling active maintenance.

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

The page is server-rendered with 1782 visible words, no AI crawlers are blocked in robots.txt, and the site is fully indexable.

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

Basic schema is present for WebPage, BreadcrumbList, and ImageObject, but there is no Organization schema, no named author for articles, and no credentials or expertise markup.

Fix: Add Organization schema with founding date and description, mark up news articles with Article schema and named authors, and include author credentials where relevant to signal expertise.

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.