AEO Toolkit

Roadmap

What we ship, what is next, and what we will not build

No dates. Planned items are in rough priority order and are not commitments.

Shipped

Live today.

  • Signed-in AEO Toolkit MCP server

    Run audits and checks from your agent and have them saved to your workspace.

  • Copy setup prompt

    One paste connects the servers, checks the connection and suggests a first audit.

  • Competitors page and suggested competitors

    Every brand an answer engine names is recorded, and rivals are suggested from real answers.

  • Public sample audit report

    See a full report before you run one on your own site.

    Details

  • Regex filters on Search Console queries

    Include or exclude queries with a regular expression in gsc_search_analytics.

  • Redesigned dashboard

    A new look and motion system for the signed-in app, in light and dark.

Planned

Tracked, not scheduled.

  • Opportunity scoring

    Rank audit findings by expected impact instead of severity.

    Details

  • Topical hub mapping

    Cluster Search Console queries into topic hubs.

    Details

  • Search Console history retention

    Keep snapshots so analysis is not capped by the 16-month API window.

    Details

  • Optional paid backlink data provider

    A paid data source behind the existing backlinks tools, bring your own key.

    Details

Not planned

Decided against, with the reason.

  • Ranking-position tracking

    Your SEO suite does this well. We read the same signals through Search Console and Bing and focus on whether answer engines name you.