Roadmap

Where this is going

What you can use today, what we are working on, and what is further out. Dates are deliberately absent — we would rather tell you what is true than commit to a quarter.

Available today

Visibility scoring across search and AI answers, reported as a range. The technical audit, including whether AI crawlers can read you. Content extractability and drafted rewrites. Entity checks against how the web describes you. Competitor comparison. Links and brand mentions. Local visibility. And the fixes for all of it — reviewed by you, applied by Engine, verified afterwards, undone automatically if they do not land.

In progress

Broader live coverage of the answer engines, and deeper history behind every number so trends get more useful the longer you run it. Self-serve signup is being opened up gradually — Engine is in private beta today.

Further out

Crawl analysis for very large sites, more answer engines as they matter, and the controls larger teams need: approvals, roles, and reporting across many sites at once.

What we are not building

A better report. Plenty of tools will tell you what is wrong with your site; the hard part, and the only part worth our time, is making the change and being able to take it back.