.theseoINSTITUTE FOR VISIBILITY
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In short

Prioritise the page.Do not assume the cause.

The AI Traffic Loss Shield is a written questionnaire and advisory method, not a downloadable scanner. Use its four categories to inspect your own pages, then decide what deserves a fuller SEO diagnosis.

The tools we use ourselves every day
Existing author photo from this source, not a client result.
How can I prioritise vulnerable information pages without treating every traffic decline as proof of AI displacement?

Define what the visit should do

Start with the main purpose: information, comparison, selling or passing a visitor onwards. Note the stage and clear calls to action. The question is which decision the page helps with, rather than how many paragraphs it contains.

Find something genuinely your own

Look for original visuals, figures, useful tools, cases or practical answers. Then check the surrounding content: structure, freshness and original writing. The questionnaire combines these signals for prioritisation, not for a measured probability that an AI system will use the page.

Keep behaviour and attribution apart

Loading time, readability, a clear author and reachable contact details form the fourth category. Behaviour after a click and being named inside an AI answer are different measurements. The English source also cautions that a measurement change can resemble an AI-related traffic decline.

A method, not released software

There is no input scan and no plugin to download. The source describes work on a WordPress plugin, not a released package or delivery date. Work through the questionnaire manually or discuss an SEO programme; this page states no service price, VAT basis or contract length.

Choose and monitor a change

The described programme reviews traffic and intent, proposes useful blocks and chooses priorities with you before monitoring behaviour. A practical decision guide or clear price information can add value. AI traffic loss cannot be eliminated entirely, and the reported practice example is not a promised outcome.

Source values and boundaries

Access/download price
Not stated in this source
Price for your own programme
Not stated in this source
VAT basis
Not stated in this source
Contract length
Not stated in this source
Promised result timing
Not stated in this source
Basis of prices
Own source only
Software offered on this page
No
Interactive scanning form
No
Download offered on this page
No

Your question

How can I prioritise vulnerable information pages without treating every traffic decline as proof of AI displacement?