Your website has a second audience. See what it sees.
Can ChatGPT & Co. cite your website?
Enter a URL, and Botlight checks which of seven answer engines — ChatGPT,
Google AI, Claude, Perplexity, Copilot, Meta AI, Apple Intelligence — are allowed
to fetch and cite your page, shows you the exact text a crawler receives, and
generates the changes that are missing.
Or take a look at
7 answer engineschecked on whether they're allowed to cite you
Bot Viewthe exact text a crawler receives
Generated fixesfrom your page — ready to paste or a template, never invented
What a report changes — shown on this very page
Botlight's first scan of its own homepage came back harsh: 283 words
in the raw HTML and no structured data — a citability tool that was
barely citable itself. What this page ships today comes straight from that report:
JSON-LD that names the app and its maker, head tags a citation card can be built
from, an llms.txt and a robots.txt that calls every fetch agent by name. No
screenshots, no polished numbers — the example report below runs live, the moment
you open it.
Built by Oliver Welsch —
product person, shipping AI in products since 2018, writes in German about
AI visibility. Every check is documented on the
methodology page, with vendor sources.
What a scan checks
Four areas, weighted. The weakest one sets the tone of the report — and if the gate
is closed, the headline number is capped instead of averaged into something
comfortable.
Access 30%
Are AI systems allowed to reach you at all? Decided in robots.txt and at your CDN.
Legibility 25%
Can they read you without a browser? Crawlers don't run your JavaScript.
Structure 25%
Do they recognise what this is? Headings, schema.org markup, canonical, sitemap.
Citability 20%
Would they cite you rather than someone else? Liftable passages, author, date, sources.
The full detail — every check, every weight, the score cap and the crawler register
with vendor sources — is on the
methodology page.
What comes after the scan — three steps, two of them free
Everything a scan shows is free and complete. Each step arrives the moment it
becomes useful, not before — and exactly one thing costs money.
1 Scan one page
Free · no account
The full report: seven engine verdicts, the Bot View, every generated fix
Head-to-head against any competitor, plus the badge — at any score
The first scan of the day, no address; the counter is the limit, never the report
2 Keep it and watch it
Still free · one confirmation click
Today's result in writing, and you keep scanning: the daily counter stops for good
Site Scan: up to twelve pages, and the pattern that runs through them
The Watcher: a daily re-check, an email only when a verdict actually flips
3 Decide the revenue side
Revenue Shield Report · €29 one-time · the only paid thing here
Turns the revenue options of the free report into decisions: crawl posture,
RSL licence, TollBit route, GA4 measurement
Generated fresh from a scan of your website — preview and table of contents
sit in the report, before any payment
Arrives by email in minutes.
Terms and Right of Withdrawal — English
translation; the German AGB are the binding version.
One robots.txt line decides three different things
The distinction almost every file gets wrong: Training crawlers
collect pages to train a model — blocking them costs you no visibility.
Index crawlers build the retrieval index an assistant cites
from — block one, and you cannot be cited, no matter how good the page is.
Live fetch agents open your page the moment someone asks — block
them, and the link the assistant wanted to show is dead.
Which token belongs to which system — all seven answer engines, fifteen more
crawlers and every vendor source — is on the
methodology page. Botlight reads your robots.txt
the way the specification prescribes
(RFC 9309),
not the way it looks.
Questions that actually come up
What is the Watcher?
A scan is a snapshot, and the line that decides it moves without anyone
noticing: someone updates a plugin, an agency adds a rule, nothing breaks —
you just aren't citable any more. The Watcher is the daily re-check that
comes with the newsletter. Once a day the same checks run against the page
you scanned, and you only hear from me when an engine verdict flips or the
score moves by five points or more. Every one of those emails carries a link
that switches it off again.
Why is my score capped?
Because an average would hide exactly the thing that matters. When five of
seven answer engines are not allowed to fetch your page, the cleanest markup
cannot make up for it — so the headline number is pushed down to what the
closed gate allows, and the report says by how much.
Does a good score mean I will get cited?
It means you are allowed to be cited. Botlight measures permission and
legibility — both verifiable from the outside. How often an assistant
actually names you cannot be measured from out here, and a tool that claims
otherwise is selling you an invented number.
Do you store my scan?
No. The report lives in your browser tab and is gone when you close it.
There is no database behind this page. If you request the report by email,
the address goes into a newsletter list with a confirmation click first —
until that click, nothing is stored.
What is free, and what costs money?
Everything a scan shows is free and complete — the verdicts, the Bot View,
every generated fix. The first scan of the day runs without an address; your
email address lifts the counter and unlocks the Site Scan across twelve pages
and the daily Watcher; that costs nothing either. The one paid thing is the
Revenue Shield Report, €29
one-time: it turns the revenue options the free report names into generated
decisions — ready-to-use robots.txt postures, an RSL licence file, the
TollBit route, a tracking setup for AI referrals. You will find it in your
report, clearly marked as the only thing for sale.
The technical questions — does blocking GPTBot take me out of ChatGPT, why Grok has
no tile, whether llms.txt helps — are answered on the
methodology page. Botlight comes from
Oliver Welsch, is free, needs
no account and runs every check live, the moment you ask.
Who's allowed to cite you
Head-to-head
Send a competitor through the same seven answer engines. What's compared is what
each page lets a crawler take away — not who gets cited more often. Nobody can
measure that from the outside, and anyone claiming otherwise is guessing.
Bot View
No screenshots, no rendering, no JavaScript — this is the page as a crawler
receives it. Everything a model knows about you comes from here.
What we checked
Shopping agents
When an assistant takes over the comparison, your product data is your shelf space.
Your fixes Free — all of them
Generated from this page, with one rule behind every line: a value either comes
from your page or is marked REPLACE_WITH_REAL_… — never invented.
The label on each fix says whether it's ready to paste or needs your values
first.
The economics
One page checked. What about the rest? Free · with your email
A single page tells you about a single page. The useful sentence sounds
different: the same thing is missing on eleven pages out of twelve. Botlight
walks your sitemap, checks up to twelve pages with the same checks and sends the
pattern to your inbox.
HTML
The image is drawn when someone loads it and cached for a day — so the number
follows your website, not the moment you copied this. If a scan fails, the badge
shows a dash — never a number nobody measured. The link leads to a scan of your
own domain, fresh for everyone who clicks.
One click to go.
The email is on its way to , and
in your inbox it looks like this:
From
Subject
It's usually there within a minute. If not, check your promotions or spam
folder — nothing is stored until you click the link inside.