Inspect domains and URLs
Move from domain trends to the exact URLs and answers where each source appeared.
Find the pages shaping AI answers
Measure source retrieval and citations by prompt, surface, and market so your team can prioritize content, outreach, directories, reviews, and partnerships.
Turn source gaps into specific, accountable work
Use repeated source evidence to decide whether the next move belongs in owned content or earned distribution.
Connect sources to answer outcomes
Compare source presence with brand mentions and recommendation outcomes in the same observations.
Track prompts consistently
Run a stable prompt library daily across the AI surfaces and markets that matter.
Trace the sources behind answers
Inspect the domains and URLs returned with an answer and compare their presence across prompts.
Prioritize evidence-backed actions
Turn evidence repeated across prompts, surfaces, and dates into concrete owned and earned work.
Domain, URL, and citation evidence
Move from a domain count to the exact pages, retrieval context, and answers shaping brand discovery.
Questions about Citation Sources
What is the difference between an AI source and a citation?
Latentline distinguishes retrieved sources from citations when the AI surface provides enough structure to do so. Reports retain the source type, URL, domain, retrieval order, citation evidence, prompt, model, country, and answer context.
Can I customize source classifications?
Yes. Teams can create their own domain and URL types, merge classifications, and use those categories to analyze the source mix relevant to content, PR, community, review, directory, and partnership work.
Does Latentline capture search fan-outs?
When a supported surface exposes generated or expanded search queries, Latentline stores those fan-outs with their kind, position, capture status, prompt, and answer. Availability depends on the monitored surface and response.
Make Citation Sources measurable
Choose the prompts, AI surfaces, competitors, and markets that matter. Latentline will preserve the evidence and show your team what to address next.