OperStackSample report
Sample report. Your report will look the same. This is a real check of moregroup.estate, a Phuket property site we run, as it came out on 28 September 2026. Nothing here was edited.
This site already has an llms.txt and lets AI crawlers in, so those two checks show as passed. On a site without them, the report drafts the llms.txt from your own pages and, if your firewall turns crawlers away, starts with the setting to change.
AI visibility check · 28 September 2026 · 0.7 s
moregroup.estate
AI visibility A 89/100 SEO basics A 95/100
AI assistants can read and quote you. The open question is whether they name you.
Buyers ask ChatGPT who to buy from. It sends them to 5 other businesses.
We asked ChatGPT "best property advisors for foreign buyers in Phuket". It named Subata Realty, Butler Estates, Phu Phrom Property and 2 more. moregroup.estate was not one of them.
See every week who ChatGPT names7 days free. Cancel any time.
Who ChatGPT names instead of you
ChatGPT named moregroup.estate in 0 of 3 answers.
We asked it the way a buyer looking for Phuket property shortlist advisory would.
-
"best property advisors for foreign buyers in Phuket"
not named Named instead: Subata Realty, Butler Estates, Phu Phrom Property, Easy Living Phuket, Neo Realty Phuket
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"who can help me shortlist Phuket condos and villas based on budget and preferred use"
not named Named instead: Pearl Property Phuket, MechThai, InDreams Phuket Real Estate, ZEN Real Property, WAVE
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"top real estate agencies or buyer’s agents to consult for Phuket pre-sales and off-plan properties"
not named Named instead: Anan Property Group, Launay Properties, Home In Phuket, Nova Property
That was three questions, asked once. Every week Watch asks ChatGPT and Perplexity ten questions like these, names your rivals and sends a paragraph for your site so the next answer names you.
OperStack WatchMonday, 5 October
moregroup.estate: named in … of 10 answers.
Named instead of you: Subata Realty.
This week's fix: a paragraph for your homepage.
7 days free. Cancel any time from the link in every email. Then $35 a month.
Answers come from ChatGPT through its API with web search switched on, asked on 28 September 2026. They change from run to run, so treat one run as a sample, not a verdict.
You have used your 3 free checks today. Watch asks questions like these every week: 7 days free.
We could not confirm this is a person and not a script, so ChatGPT was not asked. Reload the page to try again.
In plain words
AI assistants can read your site and have something to quote. What decides whether they name you now is mostly what other sites say about you.
Your pages do not open with a short, direct answer. That opening paragraph is what assistants quote.
What to do first
- youDo the first fix. It is written out below, with how to check it worked.
- youThen work through the other finding: each is written out in Watch or the one-off audit.
For your developer
First fix: Is there something to quote
Pages: /, /gcc, /news, /areas, /terms
- 5 of 10 measured page(s) open with an answer-first paragraph (20 to 90 words with a figure right after the H1). That paragraph is what gets quoted. Missing on: /, /gcc, /news, /areas, /terms.
- Task: Rewrite the opening so the first paragraph answers the question the page was opened for: twenty to ninety words, carrying a concrete figure (a price, a timing, a share, a count). Get the figure from the site owner and name its source beside it. If there is no figure, do not invent one: ask the owner and leave a marker.
- Check: The first paragraph after the heading is 20 to 90 words and carries a figure with a named source.
Readiness by engine
An engine’s score uses the same formula as the overall score, but its access counts only the crawlers that engine reads pages with for answers (named under each engine). So on a site that blocks nobody the numbers match the overall score.
ChatGPT
89
ChatGPT search (OAI-SearchBot), ChatGPT browsing (ChatGPT-User)
Perplexity
89
Perplexity (PerplexityBot), Perplexity browsing (Perplexity-User)
Claude
89
Claude search (Claude-SearchBot), Claude browsing (Claude-User)
Gemini
89
Gemini grounding (Google-Extended)
Copilot
89
Copilot and Bing (Bingbot)
What else can be improved
8 checks passed, 1 thing to fix.
- passAll 14 AI crawlers and fetchers are allowed (Content-Signal: search=yes, ai-input=yes, ai-train=yes).
- passllms.txt present with 1372 link(s) to the site's own pages.
- passOrganization or business schema names the entity behind the site.
- passFAQPage schema found, the easiest format for an engine to quote.
- passService schema on the sampled pages: an engine can name what it is quoting.
- passSampled pages carry 1533 words on average.
- passMeasured on these pages: /, /gcc, /usa, /book, /news, /team, /about, /areas, /india, /terms. Every content finding is a share of them, so a fix on one page moves the score by its share.
- passSampled pages expose publication dates.
- to fix1 thing in this area, listed below
SEO basics on the same pages
Worked out from what was already read, with no extra requests. These are the basics, not a full audit: speed, links and rankings are not here.
- 10/10Title of 10 to 70 characters
- 7/10Description of 50 to 170 characters
- 10/10An H1 on the page
- 10/10A canonical address
- 10/10An og:title for link previews
- 10/10Not closed to indexing
The one change to make first
- Now
- 5 of 10 measured page(s) open with an answer-first paragraph (20 to 90 words with a figure right after the H1). That paragraph is what gets quoted. Missing on: /, /gcc, /news, /areas, /terms.
- Task
- Rewrite the opening so the first paragraph answers the question the page was opened for: twenty to ninety words, carrying a concrete figure (a price, a timing, a share, a count). Get the figure from the site owner and name its source beside it. If there is no figure, do not invent one: ask the owner and leave a marker.
- How to check
- The first paragraph after the heading is 20 to 90 words and carries a figure with a named source.
Hand this to whoever runs the site. It is written so it can be done without asking us anything.
A paragraph ChatGPT can quote, written from your own site
Add this right below the H1 of your homepage, as its first paragraph.
Optional: if you offer a shortlist starting from $80K, add this sentence: Shortlists start from $80K, and featured options include Origin Residences Bang Tao, So Origin Bangtao Beach, and Essence Residence Rawai.
This paragraph answers one question. Watch writes a new one every week, for the questions where rivals beat you now, and shows a week later whether it worked.
Get a paragraph like this every week7 days free. Cancel any time from the link in every email. Then $35 a month.
One more reason buyers may not hear your name
- partial Can it be dated and trusted: 9 of 9 sampled
The list is real and this is its length. Watch writes out every line the same way as the fix above, with the text to paste, and checks every week whether ChatGPT and Perplexity name you. Full fix list and weekly progress unlock with your first payment.
Start 7 days free7 days free. Cancel any time from the link in every email. Then $35 a month.
Or the full one-off audit, $149.
The pages we read
| Page | Words | H2 | Tables | Links | Images | Answer paragraph with a figure | Date in markup | Schema |
|---|---|---|---|---|---|---|---|---|
| / | 1858 | 18 | 1 | 77 | 10 | no | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /gcc/ | 665 | 5 | 1 | 19 | 2 | no | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /usa/ | 613 | 4 | 0 | 14 | 2 | yes | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /book/ | 466 | 4 | 0 | 4 | 2 | yes | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /news/ | 6739 | 191 | 0 | 382 | 2 | no | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /team/ | 720 | 6 | 0 | 3 | 3 | yes | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /about/ | 1027 | 10 | 0 | 21 | 2 | yes | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /areas/ | 1110 | 10 | 1 | 45 | 7 | no | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /india/ | 1563 | 12 | 1 | 21 | 2 | yes | yes | RealEstateAgent, Person, QuantitativeValue, Place |
| /terms/ | 564 | 10 | 0 | 4 | 2 | no | yes | RealEstateAgent, Person, QuantitativeValue, Place |
Other checks read one page. This one read 10.
The crawlers we asked about
| Crawler | What it does | robots.txt |
|---|---|---|
| ChatGPT search (OAI-SearchBot) | fetches pages to cite them | let in |
| ChatGPT browsing (ChatGPT-User) | fetches pages to cite them | let in |
| OpenAI training (GPTBot) | collects text for training | let in |
| Perplexity (PerplexityBot) | fetches pages to cite them | let in |
| Perplexity browsing (Perplexity-User) | fetches pages to cite them | let in |
| Claude (ClaudeBot) | collects text for training | let in |
| Claude search (Claude-SearchBot) | fetches pages to cite them | let in |
| Claude browsing (Claude-User) | fetches pages to cite them | let in |
| Anthropic (anthropic-ai) | collects text for training | let in |
| Gemini grounding (Google-Extended) | collects text for training | let in |
| Copilot and Bing (Bingbot) | fetches pages to cite them | let in |
| Apple Intelligence (Applebot-Extended) | collects text for training | let in |
| Common Crawl (CCBot) | collects text for training | let in |
| DuckDuckGo AI (DuckAssistBot) | fetches pages to cite them | let in |
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