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Will AI cite fat-buddha.co.uk?

AI Visibility Score, last checked 30 Aug 2026.

AI Visibility Score
24/100

Lincolnshire Shopify agency with zero third-party brand mentions; needs press, reviews, or comparison-site coverage to become AI-citable.

8/100
Entity authority
43/100
On-page

Currently near-zero citation likelihood across all generative engines. The brand has no independent third-party mentions (all 14 search results are about unrelated entities: Buddhist figures, glass shops, bars, yoga retreats), no Knowledge Panel, and no Wikipedia presence—engines have no external evidence this agency exists or is authoritative.

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)
8/100

Zero distinct third-party domains mention Fat Buddha Web Design; all 14 search results are about unrelated entities (Buddhist statues, glass shops, bars, yoga retreats).

Fix: Earn coverage in Shopify agency roundups, ecommerce press, client case studies on third-party sites, or industry directories—even 3-5 independent mentions would move the needle.

Get tier-1 press placements · from $250
Knowledge Panel & entity clarity
15/100

No Google Knowledge Panel and no recognizable entity footprint; engines cannot resolve this as a distinct, trusted business separate from unrelated namesakes.

Fix: Build consistent citations across Shopify Partner Directory, LinkedIn company page, Crunchbase, and local business directories; ensure NAP consistency and link to social profiles.

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

No Wikipedia page for the agency; the only Wikipedia match is for Budai, an unrelated Buddhist figure.

Fix: Wikipedia is not realistic for a small agency; focus instead on getting cited in high-authority reference sources like Shopify's official partner showcase, industry publications, or major ecommerce blogs.

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)
22/100

Page restates common Shopify agency services (design, development, migration, SEO) without original data, case study metrics, or unique insights not found elsewhere.

Fix: Publish original research (e.g., conversion rate benchmarks from 50+ Shopify builds, migration timelines by platform), include specific client results with numbers, or share proprietary frameworks.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Extractable structure (answer-first, lists, tables)
48/100

Headings are present and some sections are scannable, but most content is promotional prose; no answer-first paragraphs, comparison tables, or FAQ blocks.

Fix: Add answer-first sections for common queries (e.g., 'How long does a Shopify migration take?'), use tables to compare migration platforms, and structure case studies with clear before/after metrics.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Freshness
35/100

No visible publication or update dates on the homepage; case study links suggest recent work but no timestamps confirm currency.

Fix: Add a visible 'Last updated' date to the homepage and case study pages; consider a blog or news section with dated posts to signal ongoing activity.

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

Server-rendered content, no AI crawler blocks detected in robots.txt, and page is indexable; technical foundation is solid.

Schema & on-page E-E-A-T
42/100

Organization schema present with social links, but no named authors, team bios, or credentials visible on the page; schema alone does not drive citation.

Fix: Add an 'About the team' section with named founders/designers, their credentials, and LinkedIn profiles; consider Person schema for key team members.

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.

Show a real, recent update dateDIY

AI-cited content is ~26% fresher on average; Perplexity leans hardest on recency. Refresh commercial pages every 60-90 days with a genuine last-updated date.

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.