Platform
Sources
Understand which third-party and owned sources shape AI answers about your brand and competitors.
See it inside Findable
The source intelligence module — domains, tiers, owned vs third-party and citation distribution at a glance.
What it is
Sources are the URLs, domains, and references that AI engines pull from when they generate an answer. Some are your own properties; most are third-party — review sites, publishers, communities, marketplaces, data providers. Source intelligence tells you which of these are influencing how AI talks about your brand and your category.
Why it matters for AI search
AI engines don't invent recommendations from nothing. They synthesize from sources they trust. If the trusted sources for your category never mention you, no amount of on-site SEO will fix your AI visibility. Knowing which sources matter — and which already mention competitors — is the precondition for earning your way into AI answers.
The shift
"If trusted sources ignore you, AI ignores you."
How Findable helps
Findable captures every citation surfaced by AI engines for the prompts in your category, normalizes the domains, and groups them into owned vs third-party. We rank sources by authority and engine coverage, flag gaps where competitors are cited and you are not, and connect them back to the prompts they influence.
From AI answers to decisions
Sources are the upstream signal that decides AI visibility.
- 1Extract citationsPull every URL and reference AI engines use.
- 2Normalize domainsCollapse URLs to root domains and canonical entities.
- 3Rank sourcesScore domains by tier, frequency and engine coverage.
- 4Identify opportunitiesSpot trusted sources that mention competitors but not you.
Key capabilities
Where AI gets its information
Findable opens up the black box: for every prompt result we trace back which domains AI pulled from. You finally see the upstream graph that drives your visibility — not just the final answer.
Which sources competitors own
If a competitor consistently wins a topic, there’s usually a source behind it. Findable highlights the trusted domains they own and you don’t — turning source work into a clear roadmap.
What this allows teams to do
- •Guess which sources AI trusts
- •Rely on link-building intuition
- •Treat third-party sites as a nice-to-have
- •Pitch outreach blindly
- •See trusted sources per engine
- •Target sources tied to real AI citations
- •Treat them as your AI-search supply chain
- •Pitch the exact sources competitors already own
What teams find
Anonymous examples from real Findable workspaces.
One SaaS company found that third-party review sites generated 61% of all AI citations in its category.
One D2C brand uncovered five Tier-1 sources that never linked to it but cited every competitor.
One agency reprioritized its PR roadmap around the seven domains AI engines cited most.
What you can see inside Findable
- AI citations per answer
- Source intelligence by domain
- Owned vs third-party sources
- Source gaps vs competitors
- Trusted domains by category
- Authority signals per source
- Engine-specific source maps
Methodology
Citations are extracted from raw AI answers, normalized to root domains, and scored by frequency, prompt diversity, and engine coverage. We compare your source profile to competitors to identify trusted domains where you are absent.
Source intelligence is built by joining citation events, domain authority signals, topical fit, and entity identification across all supported AI systems, prompts, competitors, industries, and entities.
Examples of source analysis
Illustrative scenarios that show which sources AI engines lean on for different industries.
- •AI engines may rely on Mayo Clinic, NIH, and peer-reviewed journals when answering condition questions.
- •AI engines may cite Financial Times, QS, and university press rooms when recommending programs.
- •AI engines may cite McKinsey, Harvard Business Review, and industry analyst firms when answering advisory questions.
How AI engines evaluate sources
Whether an AI engine cites a source depends on signals about its authority, recency, and topical fit.
- Source authorityHow established and trusted the publishing domain is.
- Citation frequencyHow often other authoritative sources reference it.
- FreshnessHow recent the content is relative to the query.
- Topical expertiseHow deep the source's coverage is in the specific subject.
- Entity trustWhether the source identifies entities the same way as other trusted sources.
- Consensus signalsWhether multiple high-authority sources agree on the same fact.
Findable measures these signals so teams can understand which sources are shaping AI answers about their category.
Related concepts
Foundational terms used across this capability.
Underlying research
Mapped from real AI citation patterns.
Primary AI research
Findable analyzes original AI responses and the sources they reference to understand how authority, citations, and source relationships influence AI recommendations.
Related platform areas
- AI VisibilityTrack where your brand appears in AI answers across engines, prompts, competitors, and buyer questions.
- Market CoverageSee which buyer questions, topics, and decision spaces your brand owns, misses, or loses to competitors.
- CompetitorsSee which brands AI recommends instead of you and why they win visibility across prompts, engines, and sources.
Learn more
Deeper guides on the concepts behind this capability.
Source patterns differ by industry.
Teams using this capability
Anonymized examples of how teams in different industries apply this capability.
- Healthcare servicesA healthcare-services team sees which medical authorities AI engines lean on.
- Healthcare SaaSA healthcare-SaaS team sees which analysts and review sites shape vendor recommendations.
- Executive educationAn executive-education team tracks which rankings and editorial sites carry weight.
- Business advisoryA business-advisory team identifies the editorial and analyst sources behind advisory recommendations.
Compare AI visibility platforms
Side-by-side comparisons with other AI visibility and SEO tools.
Related industry research
External references on AI search and generative answer engines.
External links open in a new tab.
Related guides
Frequently asked questions
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