Founder AI citations
Citation neighborhoods by niche
Key answer
A citation neighborhood is the small set of domains an engine already names next to competitors in your category. Random guest posts miss it. Map those sources from live prompts, then earn mentions there with facts they lack. Cybersecurity neighborhoods look like vendor docs and agencies; hotels look like OTAs and tourism boards; AI startups look like lab blogs and analyst notes.
Founder, Anthroly
Sarath Kavuru is the founder of Anthroly. He runs a human-led SEO and AEO practice that turns founder expertise into AI-search citations, authority content, and qualified conversations. Full bio
Map before you pitch
Run the buyer prompts from this cluster. List every domain named. That list is the neighborhood. Outreach that is not on the list is branding, not citation work.
| Niche | Often already cited | What you can add | What usually wastes time |
|---|---|---|---|
| Cybersecurity | CISA, platform vendor docs, specialist journalists | Dated CVE notes, control tables, scoped comparisons | Generic “top 50 tools” listicles on PBNs |
| Legal | Government sites, bar pages, major publishers | Jurisdiction process pages, eligibility checklists | “Best lawyer” roundups you wrote about yourself |
| Accommodations | OTAs, Google Hotels, tourism boards | Policy/amenity exceptions, operator notes | Duplicate OTA copy on brand.com |
| AI startups | Lab blogs, GitHub, mainstream tech press | Disambiguation, data-use, job-scoped comparisons | “We are the ChatGPT of X” homepages |
How Anthroly uses this in delivery
The Discover layer of the Founder AI Authority & Pipeline System includes neighborhood mapping. Humans pitch facts those sources can use. That is slower than buying links and more aligned with how assistants pick names.
Frequently asked questions
Is this just digital PR?
Related, but the target list comes from live AI answers in your category, not from a generic “DR 70+” spreadsheet.
Do we still need our own pages?
Yes. Neighborhood mentions help entity trust. Your pages still have to be extractable or the model quotes someone else.