Reference source · tracked monthly

defra.gov.uk

Citation profile

Where this domain grounds AI answers in Specialty Retail, how much of each tracked industry it carries, and which brands depend on it.

October 2026 edition

defra.gov.uk ranks #9 of 2k cited domains in Specialty Retail, grounding 1.8% of citations in this ChatGPT cut, down 2.7 percentage points from Sep. Across the index, its strongest measured position is Specialty Retail at 1.8%, and it appears in 1 of 31 published industries. Sampled answers that cite it name 2 tracked brands.

Source profile · October 2026 · Goodie AI Visibility Index

Source snapshot

Specialty Retail · ChatGPT
Citation share
1.8%
▼ 2.7 Oct vs Sep
Industry rank
#9
of 2k cited domains
Industries cited in
1/31
1 live · 0 preview
Source type
Reference
Inferred from the domain
Brands named alongside
2
In 4 sampled answers that cite it

Citation footprint by industry

All-model · United Kingdom
Every industry where defra.gov.uk is cited, by citation share
Industry Edition Citation share Industry rank Month-over-month Δ
Specialty Retail Current live
1.8%
#9 ▼ 2.7
1 of 31 published industries cite this domain above their display threshold Share and movement are measured independently in each industry

Brands named alongside defra.gov.uk

In sampled answers that cite this source · ChatGPT only
Tracked brands named in sampled answers that cite defra.gov.uk, by number of answers
BrandIndustryShared answersVisibility scoreIndustry rank
Vet Direct Specialty Retail 3
67.6
#9
Covetrus Specialty Retail 2
68.8
#8
2 tracked brands named in 4 sampled answers Counted from stored answers that name the brand and cite the source
Our Methodology

Our Approach to Gathering AI Visibility Data

We process millions of real prompts across AI Mode, ChatGPT, Copilot and Perplexity, then track which brands, products, and domains show up in the answers. That's the raw data behind every score in the Index.

Real Intent Capture

This data results from processing millions of real user prompts. We use advanced semantic and agentic processing to categorize them and define intent, filtering out noise to focus on high-value queries.

Global Model Interrogation

We run these prompts across the tracked models and across every market we cover, so each market is scored on its own answers rather than on a global average applied everywhere.

Attribution Mapping

We analyze the generated answers to capture the "Kingmaker" domains: the specific sources models cite most often in the answers that name a brand, so you can see which sources the models lean on where you appear and where you do not.

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FAQ · Specialty Retail

Questions?
We Have
the Answers.

A citation profile shows how often a domain is cited as a source in sampled AI answers, and which brands those citations support.

defra.gov.uk currently grounds 1.8% of cited answers in Specialty Retail.

Monthly. Each edition re-samples the tracked prompt set so month-over-month figures are directly comparable.