Archives: Knowledge Base

What is a fit filter and why publish one?

Be specific: budget floors, categories not served, situations where a different solution is correct. It reliably increases close rates by improving the…
Should we publish our pricing?

A range with the factors that move it is sufficient — an exact figure is not required. Hidden pricing is often a…
What is dark social and why does it distort reporting?

B2B is disproportionately affected because buying committees share links internally. Self-reported attribution is the practical counterweight. Treat 'direct traffic' as an unknown…
How do we attribute traffic from AI assistants?

Add a 'how did you hear about us' field with a free-text option. Watch branded search volume — it often rises before…
What should a monthly marketing report contain?

If the first page is a list of deliverables completed, the reporting has drifted. Every metric needs a comparison point — prior…
Do backlinks still matter for AI visibility?

An unlinked brand mention in an authoritative source can carry weight a low-quality link does not. Paid link schemes are worse than…
Why does corroboration matter more than self-published claims?

Directories, review platforms, industry bodies, and press all contribute. Inconsistent business details across sources actively weaken entity confidence. This is why citation-building…
How long does AI visibility work take to show results?

Technical fixes can show faster if content was previously unretrievable — that is a discovery problem, not an authority problem. Content and…
What is render integrity and why does it matter?

Test by disabling JavaScript and reloading the page. Accordion and tab content is the most common casualty — collapsed is fine, injected…
Does social media affect AI visibility?

Reddit is disproportionately influential in several engines for recommendation-style prompts. Consistent business information across profiles strengthens entity disambiguation. Treat this as supporting…