Site vs engine
Your site says
ChatGPT says
Mirror accuracy 35%
The Mirror
What each engine thinks you are
Early access · Four engines, one reading
Your buyers ask AI.
Get named in the answer.
GEOffice asks ChatGPT, Claude, Perplexity and Gemini the questions your buyers ask, and shows where you are missing, misdescribed or out-cited. Then it writes the page that should win, tests it with the engines before you publish, and measures what changed.
Asks the engines your buyers use
ChatGPT · Claude · Perplexity · Gemini
MirrorQuestionsSourcesGet cited
Four things it shows you
How ↗
Buyer questions × engines
GPCLPXGE
Named in 4 of 20
Buyer questions
Every engine, every question, every week
Pre-publish test
TODAY0/4
DRAFT4/4
Draft page
Who can rebuild a SaaS product?
Cited before it ships
Get cited
The page that wins, tested before it ships
Live crawler feed
12:04:11GPTBot/services
12:03:52ClaudeBot/about
12:01:07PerplexityBot/pricing
11:58:40OAI-SearchBot/work/case-study
Watch AI read you
Crawler feed
Every AI visit, with the page it read
Search sent buyers to your site. AI answers them instead. The only question left is whether the answer names you.Built by Wall & Fifth. Run on its own clients first.
What happens
after you paste
a domain.
The questions are already being asked.
Finding out the answers is on us.
DOMAIN → READING
CrawlIdentityQuestionsFour enginesMirror
Asks, live
ChatGPTClaudePerplexityGemini
01
Read the site like a crawler
GEOffice fetches your key pages, robots.txt, sitemap and llms.txt, knocks as each AI crawler to see whether your firewall lets it in, and checks what arrives without JavaScript.
02
Work out who you are
It drafts your identity from the site: what you are, what you offer, who for, where, and which profiles are yours. You correct it once, and every answer is measured against it.
03
Write the buyer questions
Twelve unbranded questions your buyers put to AI, across discovery, problems, comparisons and location. Add your own at any time.
04
Ask every engine, live
Every question goes to every engine with web search on. Each answer is scored for whether you are named, where you sit among the brands named, and whether your site is cited.
05
Hold up the mirror
Each engine is asked who you are, and its answer is compared with your identity: what it gets right, what it gets wrong, and what it leaves out.
Your visibility.
Every engine.
What a reading covers
EnginesChatGPT · Claude · Perplexity · Gemini
Per answernamed · position · cited · sources
Site checksrobots · firewall · rendering · schema · llms.txt
PublishingJSON-LD and llms.txt, live without a redeploy
Cadenceweekly re-scan · on-demand re-check
Sharingread-only client links
NAMEDIn the answer.
CITEDAs the source.
FIRSTOn the shortlist.
An SEO tool tells you where a page ranks. An AI answer has no page two. It names a handful of companies, cites a handful of sources, and moves on. You are either in that sentence or you are not.
GEOffice measures the sentence. It records who each engine names for each buyer question, in what order, and which pages it read to decide. The same questions run every week, so the line on the chart means something.
It was built to run on Wall & Fifth's own client sites, so it answers the questions clients actually ask: are we in it, why not, and what do we change on Monday.
From invisible
to cited.
A PLAY FOR EVERY QUESTION YOU LOSE
01DIAGNOSE
Why you lose
It reads the pages the engines cite instead of yours and names what they have that you do not: a direct answer, specifics, a comparison, a place on the right third-party list.
cited pages → gap list
02WRITE
The page that should win
A draft built to be quoted, using only facts from your site, with every missing specific marked so nothing is invented.
gaps → page draft
03TEST
Before you publish
Each engine gets the question, the pages it cites today and your draft, in different orders. You see how often it picks yours before anything goes live.
draft → cited x of n
04PROVE
The lift, measured
Mark it shipped and GEOffice keeps asking that question. Before and after sit side by side, with the ship date on the chart.
ship date → before / after
05IDENTITY
One version of the truth
Publish your identity once as structured data and llms.txt. Edits reach your site within minutes, with no redeploy.
identity → JSON-LD + llms.txt
06CRAWLERS
Watch them read
A small snippet reports every visit from an AI crawler, with the page it read, as it happens.
GPTBot → /services
Early access.
Invitation only.
GEOffice runs today on Wall & Fifth client sites. We are opening it to a small group of companies and agencies first. Leave your email and we will be in touch.
Early access
Your company. Every engine. Tracked properly.
Four engines, your buyer questions, a weekly reading, and a play for every question you lose.
Studio
Opening soonFor companies whose buyers research before they get in touch.
Invite / pricing at launch
Four engines, live web search
Weekly re-scans and on-demand checks
Get cited plays with pre-publish tests
Identity publishing, no redeploy
Live AI crawler feed
Read-only client share links
No charge today · Invitation onlyGet early access
For agencies
Run it across every client, with a shareable reading for each.
Multi-clientClient linksBuilt by Wall & Fifth
Register interestStraight
answers.
GEOffice is an AI visibility tool. It asks ChatGPT, Claude, Perplexity and Gemini the questions your buyers ask, records whether your company is named and cited, compares how each engine describes you with how you describe yourself, and helps you change the answers.
Generative engine optimisation, or GEO, is the work of making a company easy for AI answer engines to find, understand and cite. It overlaps with SEO, but success is measured differently: not a ranking position, but being named in the answer and cited as its source.
SEO tools track where pages rank on a results page. AI answers have no page of results. They name a few companies and cite a few sources. GEOffice measures that answer directly, for the questions your buyers ask, on the engines they use.
ChatGPT and Claude with live web search, Perplexity, and Gemini grounded in Google Search. Every buyer question is asked on every engine, every week, and any single question can be re-checked on demand.
GEOffice gives each engine the question, the pages it cites today and your page, in more than one order, and asks it to answer with citations. It counts how often your page is chosen. That shows whether engines pick your page once they find it; being found is what the site check and off-site work are for.
No, and nothing honest can. The engines decide, and they change. What GEOffice gives you is where you stand, why, what to change, and whether the change worked.
Only if you install it. Optional snippets publish your structured data and llms.txt and report AI crawler visits. Pages it drafts are yours to edit and publish.
Companies that sell considered purchases, where buyers research before they get in touch, and the agencies that run their websites. It was built at Wall & Fifth for exactly that work.
EARLY ACCESSYour next answer.
Your next answer.
With your name in it.
Leave your email. We will let you know when your invitation is ready.