Real dashboard captures on the home page
The home page steps show the rebuilt dashboard
The four step loops now play captures of the current dashboard on a sample workspace, and together they weigh about 600 KB instead of 2.0 MB.
What shipped
Dated notes on the dashboard, the MCP servers, the audit engine and this site. Only work that is merged and live. For what is still being thought about, see the roadmap.
Sample report story, setup prompt v2, noindex-aware scoring
The sample report is now a before and after
The public sample audit walks through our own site, advancelabs.dev, going from 86 (B) to 100 (A), with the fixes that moved it.
Setup prompt v2
The copy-paste prompt for Claude Code and other MCP clients now verifies the connection with a free call first, asks before running anything that spends your allowance, and has a card on the home page.
Audits skip pages marked noindex
Scoring 0.4.1 no longer fails or counts pages that tell search engines not to index them, and the crawler 0.2.7 honours nofollow.
Cleaner titles, descriptions and share images
Every page on this site now has a title and description inside the audit limits, a canonical URL and a share image. A build check keeps it that way.
Product updates by email
Opt in to monthly product updates
Signed-in users are asked once, with the box unticked, whether they want one short email a month about what is new. You can change the answer any time in Settings.
Atelier dashboard, signed-in MCP, Competitors
A rebuilt dashboard
A lighter layout with a dark theme, a keyboard command bar, and pages that work at phone width.
Sign in once from your MCP client
Connect Claude Code or Cursor to the AEO Toolkit server, sign in one time, and every visibility check is saved to your dashboard. No API key on each call.
A Competitors page
See who the AI engines name instead of you, add the rivals that matter, and restore suggestions you dismissed.
Who beat me, brand lines, guided setup
Your brand against theirs, run by run
The Visibility page draws one line per brand, with standings underneath.
Answer "who beat me" at a glance
Questions where a competitor was named and you were not are one click away.
Suggested competitors
Every brand an answer engine names is recorded, and rivals are suggested from those real answers.
Guided setup from the first answer
Onboarding starts from a first real answer instead of an empty form.
Get these by email
There is no public sign-up form. Product updates are opt-in inside the app: sign in, and the first time you land on the dashboard you are asked whether you want one short email a month. You can change it later in Settings.