bluggr

Signal. Action. Change. Result.

Bluggr runs one loop and repeats it. This page is what happens inside that loop, and what Bluggr refuses to claim about it.

The loop, stage by stage

Each stage has a defined input and a defined output. If a stage cannot be completed honestly, the loop stops and says why.

  1. Signal

    Something in the data changes

    Impressions, position, a page that competes with itself, a query the site nearly ranks for, an AI answer that stops citing you.

  2. Action

    Bluggr decides what deserves the work

    One recommendation at a time, with the evidence attached and the expected shape of the change spelled out — never a list of thirty ideas.

  3. Change

    You make the change

    Bluggr explains the recommended edit and its evidence. You decide whether to act and make changes in your own website tools.

  4. Result

    Watch what search data does next

    See dated Search Console readings for clicks and impressions. Bluggr does not automatically know when you made an edit or attribute movement to it.

What counts as evidence

A recommendation is only as good as what it is standing on. These are the six sources Bluggr draws from, and how each one is treated.

First-party evidence

Google Search Console, read from the property you connected: impressions, clicks, position and query-level history.

External evidence

Search-data providers supply the competitive and query landscape around you. Where the provider is unavailable, Bluggr says so instead of estimating.

AI judgment

A language model can interpret the evidence and propose a next action. That proposal is judgment, not a measurement, and is labelled as one.

Human decision

You decide whether and how to act on a recommendation. Bluggr can be wrong about what matters, so the decision stays with the website owner.

Website observations

Bluggr reads public pages for context and can show later search observations. It does not publish or claim to know every edit you made.

Dated search readings

Search performance is shown over selectable date ranges. Missing or incomplete data is identified rather than treated as zero.

What Bluggr will not claim

Bluggr reports observed search movement. It does not attribute that movement to an edit you made or guarantee position, traffic or revenue.

Search is a shared, changing system. Competitors publish, Google updates, seasons move. Bluggr shows the dates, the windows and the readings so you can judge the change yourself.

Where a search or AI evidence source is missing, the affected reading is shown as unavailable rather than estimated.