Construction and the trades
Takeoffs, estimating, scope gaps, bid strategy, in the register estimators trust. The Ruh AI record includes 613,444 all-time blog impressions, not a construction-only query total or a forecast.
AI content automation by industry, in the words buyers use.
The workflow stays the same: research, create, review, publish, learn. A brand pack sets the voice, topics and guardrails for each industry.
Construction / Fintech / SaaS / Real estate / Professional services
Use cases
Marketing is the department. Your industry is the language.
Each page shows the topics, inputs and limits for one industry. Pick the closest match.
How the brand pack worksFintech
Trust content with claim-checking discipline: security explainers, pricing transparency, regulation commentary, every piece gated before a human approves it.
SaaS and technology
Problem-keyword articles, honest comparison pages and feature-to-outcome stories, shipped as fast as your roadmap moves.
Real estate
Neighbourhood authority on a daily cadence: market updates, area guides and branded social presence that never goes quiet between listings.
Professional services
Law, accounting, consulting, agencies: expertise turned into a compounding library, with a partner’s signature preserved on every publish.
Not listed?
The brand pack is industry-agnostic by design: ICP, voice, topics and banned phrases are data, not code. If your buyers search, the engine can answer. Start with how it compares to your current options.
How it adapts
The job stays the same.
The brand pack changes.
Ciny always does the same job: research, create, review, publish, learn. What changes per industry is the voice, the topics and the guardrails, and those live in a brand pack every agent reads.
How business context is organised- Voice and register
- Audience and ICP
- Topics your buyers search
- Guardrails and banned phrases
- Review requirements agreed with your team
Onboarding
Agree the scope before activation.
Three steps, each agreed with your team before anything is released.
How delivery worksYour industry becomes data
Voice, audience, topics, guardrails and banned phrases go into a pack every agent reads. Agree the inputs and review requirements with your team.
The engine plans your month
Evergreen generates your first plan at your counts. You approve ideas in one pass and watch the first pieces land in Render.
Ship the surest thing first
Start with the format your audience needs and your team can substantiate. Timing depends on access, evidence, review and provider connections; a first-week launch is not promised.
Work in practice
Read the evidence. Then pick a starting point.
Two stories with different evidence levels. Read each source and its limits.
All case studiesRuh AI
Organic leads, with the evidence attached.
Weekly organic leads rose from 6 in early July to 20 in the week of 24 August 2026. August paid spend was $0.
- Weekly organic leads
- 6 to 20
- Evidence
- First-party
Rapid Innovation
A more connected marketing workflow.
Ruh AI reports 37% more leads for Rapid Innovation after introducing AI-supported research, publishing and lead qualification.
- Reported leads
- +37%
- Source
- Ruh AI story
Your buyers are searching right now.
Tell us your industry, your audience and what your team can substantiate. We agree the scope before any work starts.