Different source types behave differently, respond to different work, and cannot substitute for each other.
Four layers, four different jobs
Sort your cited domains into owned (yours), competitor, editorial (publications, analysts, reviewers), and community (forums, discussion sites, user-generated content). Each behaves differently and each is influenced by a different kind of work.
Owned is the layer you control completely and the layer engines trust least on its own, because a claim on your own site is an assertion. Editorial is slow to move and heavily weighted. Community is fast, volatile, and frequently the largest single share of citations in a technical or software category — and it is also where the most brand-damaging misinformation lives.
Owned content is not dismissed, it is misunderstood
It is common to see the owned share of citations reported as a small percentage and concluded from that that owned content does not matter. That is a misreading. Any single domain holding a meaningful share of a category's citations is a strong position, because the denominator is every source on the open web.
More importantly, the layers do different jobs in one funnel. Third-party sources are what make an engine willing to say your name. Your own pages are what the engine reads to get your facts right, and what converts the buyer who clicks through. Trying to substitute one for the other is how programmes end up either invisible or unable to convert the visibility they earned.
Match the work to the layer
The layer distribution in your citations tells you where the work is. If editorial dominates your category, your gap is a coverage and relationships problem. If community dominates, your gap is a participation problem, and the only ethical way in is to be genuinely useful in those communities rather than to plant mentions.
If your own domain is absent even from prompts about your own brand, you have a technical or content problem on your site, which Module 4 will help you localise.
Where this lives in SolCrys
Cited domains are classified by source type, and the classification can be overridden where the automatic call is wrong.
Filtering citations by source type gives you the layer distribution for your category.
The distribution is worth recording now — it is a slow-moving structural fact you will want to compare against later.
Lab: Map your source layer
Needs a free SolCrys account (no credit card). No quota consumed.
Classify your top cited domains into owned, competitor, editorial, and community.
Note which layer dominates in your category.
Write one sentence naming the kind of work that layer responds to. That sentence constrains what Module 5 can realistically be for you.
AI leans on third-party sources to decide what's true about your brand, but those sources aren't neutral. Each one carries an incentive that predicts the way it bends the truth about you. How to read the source set behind your AI answers as an incentive map, and win the sources whose incentive aligns with you.
AI engines cite three source layers — owned (your site), earned (PR/editorial), and community (Reddit/G2/forums). In our own data, owned is only ~1.6% of citations yet still a top-10 source. Why third parties get you into the answer, why your own site still matters, and how to balance the three.
A strategic playbook for building the three source layers that AI engines actually cite: owned, earned, and community. Includes sequencing, costs, and an ethics line.
AI engines cite Reddit, G2, and niche forums disproportionately when answering buyer prompts. This guide is the practitioner playbook for earning community citations without becoming spam — with the 7 rules of native engagement.
We analyzed 36,268 citations across 44 buyer prompts, 5 AI engines, and 30 days. Reddit, Wikipedia, and TechRadar lead — owned media is ~1.5% of category citations.
Turn AI answer gaps into governed marketing execution.
Start free with a ChatGPT visibility read, then add multi-engine tracking, Corporate Context governance, and the action-to-result loop when you are ready.