Fieldwork is a thin-page case, not an invisibility case: crawlers can read a server-rendered page, but there is almost nothing on it to quote, and the one structured-data block does not parse.
An AI system that fetches this page gets 52 words of main text (EAT-05) and one scorable block at 31/100 (CIT-02), so it has no self-contained passage to lift. The Organization node it would use to identify the site fails to parse on a trailing comma (S08), which leaves the entity undeclared in structured data (SCH-06). ChatGPT search cannot fetch the page at all while OAI-SearchBot is disallowed (ACC-04). Everything else measured is secondary to those three.
29open actions0critical11quick wins168of 179 measured100% coveragereads as a software productillustrative fixture
ChatGPT named Fieldwork among the 10 it listed.
“team workspace software”
Fieldwork gives small teams one place for plans, notes and shared calendars.
Competitors it named: Lumen Desk, Northwind Boards, Quillhouse, Tallyworks, Brightloom · every one is also in the list
Google AI Mode12:00 PM
Google AI Mode did not name Fieldwork; it named “Lumen Desk”, “Northwind Boards” and “Quillhouse”.
What are the best team workspace software brands? List the top 10, one line each.
Describes Fieldwork as “Fieldwork (fieldwork.example) is a team workspace that gives small teams one place for plans, notes and shared calendars, with simple pricing and no setup.”
low effort · minutes
The robots file allows every documented crawler except OAI-SearchBot, which is disallowed for the whole site.
Fix. Remove the OAI-SearchBot disallow rule from robots.txt if discovery through ChatGPT search is wanted.
OAI-SearchBot: disallowed (Disallow: /)
low effort · minutes
One JSON-LD block is present and it is invalid: a trailing comma after the @type property. No Organization node reaches a consumer.
Fix. Remove the trailing comma, then declare name and url on the Organization node.
1 invalid and 0 empty
medium effort · days
The main text is two short paragraphs. Only one block has a heading and enough words to score, and it scores 31 of 100 on the citability rubric.
Fix. Expand the homepage into headed sections that each open with a direct statement about the spaces and carry one concrete fact.
52 words in the main text; very thin
low effort · minutes
The head declares a title, a viewport and a canonical, and nothing else about the page.
Fix. Write a meta description and og:title, og:description and og:image for the page.
Description declarations (0): none
low effort · hours
The response carries no HSTS, Content-Security-Policy or clickjacking protection.
Fix. Add Strict-Transport-Security, a Content-Security-Policy and X-Frame-Options or frame-ancestors at the server.
No Strict-Transport-Security header.
The ChatGPT and Google AI Mode answers above are observed answers about the brand, not these readiness values.
AI synthesisGoogle-facing readiness leads because the page is crawlable and server-rendered. ChatGPT search trails because OAI-SearchBot is disallowed. Perplexity and Gemini sit between them, capped by the same thin, unstructured text and the unreadable entity node.
176 catalog rows · 13 agent observations · rules geo-new-rules-v23. Scores describe measured checks; they do not predict rankings or AI citations.