Example deliverable · sample AVS Exec Brief · fictional brand, real format
Free AVS Exec Brief · prepared for BigShop · snapshot run 4 June 2026
AI Visibility Strategy · Executive Brief
BigShop
Category: UK department store retail · How AI engines name BigShop when UK shoppers ask which store to use
Read this first
This Exec Brief is based on 600 AI responses. That is a snapshot, not a baseline. Our full report is based on 6,000+ responses across seven days, which is what you need to measure visibility properly.
Where BigShop sits on the AVS scale
The engines know BigShop in the UK, and they recommend it.
When UK shoppers ask which department store to use, BigShop lands third, behind John Lewis and Marks & Spencer and ahead of Next, Selfridges and Debenhams.
Cited
AVS band · 5-band scale
Cited means BigShop is a name the engines reach for in its category, not just a brand they recognise. It holds a solid third place behind John Lewis and Marks & Spencer, framed positively across own-brand fashion, homeware and the food hall. The opportunities are about volume and authority, not repair: BigShop is absent from the owned comparison pages and the consumer-authority listings the engines treat as trusted rankings. The reputation is there. The owned footprint that turns it into more shortlists is not yet.
What this is based on
BrandBigShop (UK department store chain, 45+ UK stores)
Products measuredOwn-brand fashion, homeware, the food hall
MarketUnited Kingdom (English)
Buying factors12 pillars, weighted to the UK department-store category
Competitors in frameJohn Lewis, Marks & Spencer, Next, Selfridges, Debenhams
Engines · geo · stageChatGPT, Google AI Overviews, Perplexity · United Kingdom · consideration stage
Critical finding BigShop is the third most-named department store in UK AI answers, behind John Lewis and Marks & Spencer, with strong positive framing on own-brand ranges and the food hall. What holds it at third rather than higher is owned footprint: bigshop.co.uk carries no schema, no heritage page and no comparison content, and BigShop is absent from the Which? and Good Housekeeping listings the engines treat as trusted rankings. The reputation is read. The owned and earned signals that would put it on more shortlists are missing.
ChatGPT named BigShop 62 times in this snapshot and Google AI Overviews 28 times. Perplexity named it just 6 times. BigShop is strongest in the engine UK shoppers reach for first, but thin in Perplexity, which rewards citable, source-grade pages, exactly the schema and owned content this brief flags as the gap.
One thing you can do today
The full Top 12 comes with the AVS
For the marketing lead
Get BigShop onto the "best UK department stores" lists the engines actually quote.
Content + PR
When UK shoppers ask which department store to use, the engines do not invent an answer. They lift it from a small set of third-party roundups. BigShop appears in four of the twelve major UK roundups tracked; John Lewis appears in eleven. The move is to earn a place on the ones the engines quote most, the Guardian, Telegraph and Vogue best-department-store features, with a short, accurate BigShop entry built on the food hall, the own-brand ranges and the in-store experience. It works with the reputation you already have rather than asking shoppers to find you cold.
Why this oneIt targets the exact pages the engines read, needs no website change, and plays to BigShop's genuine strengths. It is the fastest single source-authority gain on the board.
How we would run it: we identify every roundup the engines cited, rank them by how often they were quoted, and handle the outreach and the entry copy so BigShop lands on the lists that feed the answers.
How K&C delivers
We measure what the engines say about you, find where the answers are actually coming from, and write the plan that gets you into them. Focus. Measure. Plan. Deliver. Repeat.
Who's owning the conversation
The UK category leader vs BigShop · this run
01
John LewisThe most-named UK department store across all three engines, and the reference point AI reaches for first
163mentions
03
BigShopThird in the UK field behind John Lewis and M&S; strong on the food hall and own-brand ranges
96mentions
A receipt, so you can see it's real
One page AI is actually reading
bigshop.co.uk
Your UK site is cited 14 times in this snapshot and carries a 16% share of voice, third in the field. It also carries zero structured data: the engines are reading the page in spite of the markup, not because of it. Add Organization and FAQ schema and the same page works harder.
Final takeaway
BigShop is in a strong UK position. It is Cited, framed positively, and sits third in a category led by John Lewis and Marks & Spencer. That is a base to build volume and authority on, not a problem to repair. The fastest gains are structural and cheap: schema, a heritage page, owned comparison content, and a place on the best-department-store lists the engines already quote.
This is a snapshot of a single day. Visibility in AI answers moves week to week, so one run tells you where you stand today, not where you are trending. The full AVS measures across 6,000+ responses and a seven-day window, tracks every engine and every competitor, and turns this into a content and PR plan you can hand to a team. We would recommend running it on an annual cadence to start, so you have a proper baseline and a year of movement to act on. Recommended cadence: Annual
Methodology · AVS 5-band
Five bands. Ghost 0 to 10, Whisper 11 to 30, Emerging 31 to 50, Cited 51 to 75, Known and Cited 76 to 100. The composite is a weighted read of how visible a brand is in AI answers, how authoritative the sources citing it are, and how well the framing fits the brand. Known and Cited is the top band and the end goal of the journey, awarded to brands that sustain a dominant, well-sourced, on-narrative presence across full measurement cycles. Floor rule. When a business records fewer than 10 direct mentions in the window the composite is held inside Ghost, so a tiny sample cannot inflate the headline. BigShop clears that floor comfortably in the UK, which is why the brand reads Cited. This brief is a single-cycle snapshot of 600 responses across three engines, measured on 4 June 2026. The full UK report measures across 6,000+ responses and a seven-day window. Measurement runs on our tech partner's platform. The read and the strategy are K&C's own.