The measurement layer
Know what buyers are being told.
A dashboard can tell you that your name appeared. Citeweld shows the whole answer—what it says, who it favors, and which sources made it say that.
Visibility & rank
See where your brand appears—or disappears—across buyer-intent prompts.
Accuracy & sentiment
Separate a passing mention from an answer that is actually right for your team.
Citations & competitors
Map the articles, reviews, forums, and rivals shaping the answer around you.
The remediation loop
The measurement is only half the job.
When an answer is wrong or a competitor is winning the citation, Citeweld gives your team a clear path from diagnosis to a better answer.
Trace
Find the exact source behind a misleading, outdated, or missing claim.
Repair
Produce the authoritative pages, bylines, FAQs, and campaigns that answer it.
Prove
Watch visibility, citations, recommendations, and sentiment move over time.
A better answer starts with a better source
See what AI says about your brand.
Start with a focused visibility audit across the prompts your buyers actually ask. We will show you what is shaping the narrative—and where to apply pressure.