Free · deterministic · browser-local

Turn fan-out into one page decision.

Start with a keyword or import an AI Fanout plan. Decide whether to extend a page, add a section, merge content, build evidence, create one URL—or do nothing.

Optional upstream handoff · same operator

Bring the branches. Keep the decision here.

Paste or select a JSON plan exported from AI Fanout. SEO Fanout reads recognizable topic, branch, question, entity, intent and source-role fields locally. It does not upload, retain or regenerate the plan.

Nothing leaves this browser tab. Maximum file size: 200 KB.

Build a deterministic SEO page decision

Page decisionStep 1 of 4
  1. 1Topic
  2. 2User job
  3. 3Coverage
  4. 4Evidence

What are you deciding about?

Enter one keyword, user question or page promise. An imported plan can fill this field.

Describe one real user job, not a keyword list.39 / 160

Runs locally. No API call, account or automatic storage.

Your decision will appear here

Four inventory inputs. One bounded move.

Fan-out proposes branches. Inventory decides the URL.

The framework tests page ownership, change size and evidence before recommending publication work.

  1. 01Bring the demand map

    Use one keyword or a portable AI Fanout plan.

  2. 02Check the site

    Separate a missing section from a missing page or overlapping URLs.

  3. 03Choose one move

    Extend, add, merge, prove, create or stop.

Read the transparent method

Optional next workflow · same operator

Validate the decision against live site evidence.

Contextter can add keyword inventory, Search Console context and Site Audit evidence. It shares the same operator and is not independent validation. The current handoff is manual.

See the disclosed Contextter workflow