Wiserr Visibility methodology
How Wiserr Visibility proposes to measure work and results
This describes our proposed measurement method, not a claim that a customer has already received a measured improvement. A draft is not published work; a crawl event is not a recommendation; a form event is not a sale.
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Our own-site study is being prepared
We have not established a verified own-site ranking, AI citation, qualified inquiry or revenue result in this study. When the necessary source grants and repeated observations exist, we will report exact dates, methods, coverage and limits rather than backfill missing data with zero.
Observe consistently
Under the proposed method, each observation would record its source, property or location, time period, data freshness and declared search, query, model, locale and geography where applicable. Google Web search counts do not isolate AI Overview or AI Mode. A GBP call-button tap does not confirm connection or qualification. Bing AI citation figures require verified source qualification; sampled pages cannot be summed as global citation totals.
Approve, publish and read back
Our proposed workflow keeps the business owner’s approved words, a recorded change, an actual publish receipt, independent customer-facing readback, and a rollback route distinct. It is not marked delivered merely because an agent generated a file.
Follow verified outcomes
A qualified contact, confirmed booking, won job, payment settlement and recurring client value require independent canonical business receipts. Correlation is not proof of incremental causal impact. Private customer information is not used in public case studies without separate permission.
Unknown is not zero
If a platform grant is missing, a source is unsupported, or a collection window has incomplete coverage, show UNAVAILABLE with the reason. Do not present the absence of evidence as a zero or a decline.
Start with the One-Week Test.
Take the free One-Week TestFree general business diagnostic, not a website or visibility audit. Any Visibility review or implementation is agreed separately with your permission. No payment for this test.