Source Intelligence
Source Intelligence reveals the pages AI engines trust for your buyer prompts. RankEcho separates owned sources from third-party sources and shows where citations come from, so teams know whether to improve their own pages or earn presence on external pages AI already uses.
Why sources drive AI visibility
AI answers are not built from your homepage alone. They often synthesize from owned pages, review platforms, community discussions, editorial roundups, documentation, and structured databases.
Owned versus off-site citations
Owned citations show that AI can read and trust your own site. Off-site citations show that AI is relying on third-party corroboration. Both matter, but they require different fixes.
What source categories are tracked?
RankEcho can classify sources into practical categories.
- Owned site and documentation
- Review and comparison platforms
- Community discussions
- Editorial roundups
- Reference pages
How Source Intelligence feeds the Fix Engine
If AI repeatedly cites a third-party article that excludes your brand, the fix is not another blog post. It is a source play: get mentioned where the model already looks.
Frequently asked questions
AI systems use corroboration. If external sources consistently name competitors and not you, AI has less evidence to include your brand in recommendations.
Sometimes, especially for crawler or content-structure gaps. But for competitive recommendation prompts, third-party source coverage often matters.