GEO · Chad Case File 003 · Arros QD · Fitzrovia, London · 48h site · 7-day execution

Michelin-starred. Invisible to AI. Fixed in 48 hours.

Arros QD had the credentials — seven Michelin stars, an open flame stove, genuine provenance. But when someone asked Perplexity for the best paella in London, the restaurant's own site wasn't cited. Third-party review sites were speaking for them. Chad ran the audit, rebuilt the site, and shifted that citation behaviour — without an agency or a briefing process.

48h
Website delivery
Jun 23 commissioned · Jun 25 live
3
AI crawlers unblocked
GPTBot · ClaudeBot · PerplexityBot
+36pts
Controllable GEO score
29 → 65 · factors in ZeroLayer's control
1st
Rank of 5 competitors
Was 5th of 5 at baseline
The issue wasn't reputation. The reputation was exceptional. The issue was structure — AI engines couldn't extract the credentials from the site because it wasn't formatted in a language they could read and cite.
23 Jun
Build commissioned
48h
25 Jun
Site live
5 days
30 Jun
GEO complete · 1st of 5
01 — The problem

Being described by others, not cited as the source.

AI engines don't just know things — they cite sources. Before the rebuild, when someone asked ChatGPT or Perplexity about Arros QD, they heard from TripAdvisor, TimeOut, and OpenTable. Not from arrosqd.com itself.

Before · sources cited
TripAdvisor
TimeOut London
OpenTable
Eater London
arrosqd.com
AI
engine
Answer
generated
After · sources cited
arrosqd.com
TripAdvisor
TimeOut London
Third-party sites speaking for the restaurant
Before · citation source
arrosqd.com cited as primary authority
After · citation source
02 — The audit

What the GEO audit found.

Chad ran a full AI visibility audit on arrosqd.com — technical crawlability, structured data, content extractability, E-E-A-T signals. Each gap assessed and prioritised by impact.

AI crawler access blocked
GPTBot, ClaudeBot, and PerplexityBot were all blocked from crawling the site — a surprisingly common gap that cuts AI visibility entirely before it starts.
Fixed
No structured data
Zero schema markup across the site. Restaurant schema, menu schema, organisation schema — the information AI engines need to understand and cite a venue, formatted in the language they actually read.
Implemented
Credentials buried or unextractable
Chef Quique Dacosta's seven Michelin stars, the Cullera de Fusta certification, the Valencian paella provenance — all present on the site, but in formats AI crawlers couldn't extract and quote.
Restructured
Technique and provenance not citeable
The six-metre open flame stove, the live fire cooking method — genuine differentiators with no clear, quotable home on the site. AI engines defaulted to third-party descriptions instead.
Fixed
Direct deployment pipeline
Subsequent audit findings need to ship fast. Chad gave Arros QD the ability to push website changes directly from Slack — no dev hand-off, no delays.
Deployed
03 — The scores

29 → 65. Controllable factors only.

Brand Authority — Wikipedia presence, Wikidata entries, external editorial links — is excluded. That's a long-term play no agency can shortcut. These are the five signals ZeroLayer can directly move, re-weighted to reflect that.

29/100
Baseline · June 11, 2026
Critical tier · 5th of 5 competitors
65/100
Current · June 30, 2026
1st of 5 competitors
+36 points on controllable factors
AI Citability
29% weight
20
46
+26
20 → 46
Content E-E-A-T
24% weight
42
64
+22
42 → 64
Technical
18% weight
43
81
+38
43 → 81
Schema
18% weight
10
85
+75
10 → 85
Platform
12% weight
35
58
+23
35 → 58

Brand Authority excluded. Wikipedia presence, Wikidata entries, and editorial backlinks score 20/100 and are unchanged — these are long-term reputation signals no rebuild can move in 48 hours. Weights are re-distributed across the five controllable categories to give an honest picture of what structured, deliberate work actually achieved.

04 — The build

48 hours, start to live.

No agency. No lengthy briefing process. Chad designed, built, and deployed a completely new website for Arros QD — built specifically to perform for both human visitors and AI crawlers.

Hour 0 GEO Audit

Full AI visibility audit on arrosqd.com.

Technical crawlability, structured data gaps, content extractability, E-E-A-T signals — each finding ranked by impact on AI citation behaviour.

Hour 6 Design & Build

New site designed and built around GEO requirements.

Structure led by what AI crawlers need to extract and cite: explicit credentials, plain-language provenance, clear semantic hierarchy. Design built to serve human visitors without sacrificing machine-readability.

Hour 18 Schema Implementation

Restaurant, organisation, and menu schema deployed.

Structured data implemented across key pages in the exact format AI engines parse. Chef credentials, cuisine type, location, certifications — all given machine-readable homes alongside the human-facing content.

Hour 36 Crawler Access

GPTBot, ClaudeBot, PerplexityBot — all given full access.

The robots.txt rewritten to explicitly permit the three major AI crawlers. A fix that takes minutes but that the majority of restaurants — including established ones — haven't made.

Hour 48 Live

Site deployed. Slack pipeline active.

New site live. Arros QD can now push changes directly from Slack — no agency hand-off required when subsequent audits find new GEO opportunities to capture.

05 — Access

Three crawlers. All blocked. All fixed.

Blocking AI crawlers is one of the most common — and most costly — oversights in GEO. A restaurant with world-class credentials, invisible to the engines that now shape dining decisions.

GPTBot Access granted
ClaudeBot Access granted
PerplexityBot Access granted
↑ Citation shift Following the rebuild, Perplexity's citation behaviour shifted. Where it previously relied on third-party sources to describe Arros QD, it began citing arrosqd.com directly as a primary source.
06 — The broader point

AI search runs on different signals.

Established players have years of domain authority and ad budgets that are hard to compete with in traditional search. AI search runs on structured content, citability, demonstrable expertise. A boutique operator with genuine credentials can close the gap faster here than anywhere else in digital marketing.

Traditional SEO
Years of backlink building, domain authority accumulation, ad spend. Established players have a structural head start that's very hard to overcome.
Slow
GEO — Generative Engine Optimization
Structured content, citability, demonstrable expertise. Genuine credentials expressed in a language AI engines can read. A boutique operator with real authority can move from invisible to primary source in 48 hours.
48 hours

Control your own narrative in AI search.