Compare
How we compare
Most tools sold for AI visibility work on other people’s pages, getting you mentioned in the sources a model already cites. We work on yours, so that the site behind the mention can actually be read. Here is where the line falls against each one.
A mention sends an agent to your site, and what it can read when it gets there decides whether the answer names your price, your stock and your policy, or stops at your name.
Visibility tools tell you where you are not mentioned, and we fix what the agent finds when it arrives.
The scanner is public, free and takes any URL: ours, theirs, yours. Scan any site
CrowdReply
AI search visibility tracking, plus paid placement in the sources models cite
Read on crowdreply.io, checked 2026-08-18
Full comparisonWhat it is
Tracks whether AI models mention you, then buys you a place in the sources they quote. It never touches your own site, which is the half we do.
When to buy it instead
If your site is already readable and your real problem is that nobody names you, then you need presence in third-party sources and that is not something we sell. Buy them, and come to us when the traffic they earn arrives at a page an agent cannot parse.
Cloudflare markdown conversion
Edge conversion of your HTML to markdown, triggered by a request header
Read on developers.cloudflare.com, checked 2026-08-18
What it is
Converts a page to markdown at the edge when the request asks for it by header. The catch is which requests actually ask.
When to buy it instead
If your traffic comes from clients that send `Accept: text/markdown` and you want no moving parts, turn it on and you are done. It also composes with us rather than competing, so there is no reason to switch it off.
Writing an llms.txt yourself
A hand-written file listing what your site contains
Read on llmstxt.org, checked 2026-08-18
What it is
A good idea and a real standard, and it describes your site rather than answering a request for a page.
When to buy it instead
On a small site whose content barely moves, a file you wrote yourself may be all you need, and our generator will write the first draft of it for free.
Company names and marks identify the products we compare against. All trademarks belong to their owners, no affiliation or endorsement is implied, and we remove a mark on its owner’s request.