Industries
The method is the same. The evidence is not.
Every Vupie site gets the same pipeline: business analysis, researched drafts, a cross-vendor review, curated publish. What changes by industry is which data we read, which queries are worth the slot, and which briefs the gate will refuse. Nine pages, one for each, saying exactly that.
Health, finance and legal are not on this list. Article writing on those topics is blocked on the default pipeline, so we do not advertise what the gate refuses.
For online stores
E-commerce
Buying guides, comparisons and compatibility pages written from your live catalog, linking into the collections that sell.
What we do hereFor software companies
SaaS
Alternatives pages, integration guides and benchmarks from your own product data, with every competitor claim cited to their own docs.
What we do hereFor agencies and consultancies
Consulting
The cost, scoping and process pages buyers search for in private, built from your engagement data and published in the form you approve.
What we do hereFor agencies and property platforms
Real estate
Area guides carrying your own sold data, plus the practical half of buying and selling. No mortgage, tax or legal advice.
What we do hereFor operators, agencies and destinations
Travel
Seasonal destination guides and itineraries planned against live inventory, with practical claims sourced to official pages and dated.
What we do hereFor manufacturers and industrial suppliers
Manufacturing
Selection guides, standards explainers and cross-reference pages built from your datasheets and catalog attributes.
What we do hereFor trades, clinics and local operators
Local services
Local cost guides carrying your real job data, symptom-to-fix explainers, and service-area pages only where you actually work.
What we do hereFor publishers and content sites
Media
The evergreen reference layer your beat implies, plus a systematic refresh pass over the archive that decayed.
What we do hereFor schools, course providers and training companies
Education
Career pathway and qualification content tied to your intake calendar, with every accreditation claim cited to the awarding body.
What we do hereNot on the list
Your industry is missing. Does it still work?
Usually yes. Nothing in the pipeline is industry-specific: it reads whatever you connect, retrieves primary sources, computes numbers from your own data and refuses what it cannot support. These nine pages exist because they are the common cases, not because they are the allowed ones.
The real question is never the industry, it is whether your topics survive the gate. Two rules decide it, and both are worth checking before you sign up.
Health, finance and legal are blocked
Article writing on those topics is blocked on the default pipeline, and in the link network they sit behind a stricter human review. They carry real-world stakes and full automation is not good enough for them yet. A manual-review tier is planned; until it ships we decline the niche rather than publish something we cannot stand behind.
Claims need a retrievable source
If the facts in your field only exist behind a paywall, in a closed database or in someone's head, the model has nothing to cite and the draft will be refused rather than filled in. Where those facts are in your own data, we compute them. Where they are not, we send you the question.
One method, thirteen places to publish it.
Whatever your industry, the articles have to land somewhere. Native APIs where they exist, a webhook or read API where you would rather wire it yourself, and a hosted blog if you have no CMS at all.