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Use case · Manufacturing

AI brand operations for manufacturers.

A manufacturer sells into long, technical buying cycles — a procurement engineer searches a part or capability, reads the spec sheet, checks certifications, and asks for a quote weeks before a decision. That presence has to be precise and findable, yet most manufacturers under-invest in it. Kirti is being built to run the whole presence as one agent per brand.

The loop

The loop, applied to manufacturing

Not a product catalogue, a spec library, and a dormant LinkedIn out of sync — one agent that keeps a manufacturer’s technical presence and RFQ pipeline current, under your approval.

Site & SEO

Audit product and capability pages for the technical depth industrial buyers search on — part numbers, specifications, materials, tolerances, and certifications — and fix thin or unindexed catalogue pages. Track part-and-application queries, "<component> supplier", and the distributor terms that carry procurement intent.

GEO — the AI answer layer

Buyers and their engineers ask AI assistants to identify suppliers and compare specifications. The agent tracks whether the manufacturer is surfaced and builds the structured spec, application, and certification content that lets an assistant name it in a sourcing answer.

Content

Draft the technical content industrial buyers rely on — spec sheets, application notes, selection guides, and certification and quality documentation — in the company’s own voice from an encrypted per-customer memory, so the catalogue and the site read as one authoritative source.

Social

Run LinkedIn and YouTube, where industrial buyers and distributors are — product and capability demos, factory and process content, and trade-show presence — scheduled into a steady feed with your approval before anything posts.

Paid ads

Run Google Search against part, application, and supplier queries and LinkedIn ads against procurement and engineering roles, with budgets capped and creative iterated — nothing spends until you approve the brief.

Measurement

One view across technical-query rank, AI-answer citations, LinkedIn reach, and RFQ and distributor-enquiry volume — so a manufacturer sees which products and content bring qualified quotes, and every result feeds the next plan.

In active development

One agent for the whole brand.

Kirti is an AI-native brand-operations agent — one agent per brand that runs a brand's whole online presence as one closed loop across website, SEO, GEO, content, social, and paid ads. It is being built now and not yet generally available — read what Kirti is, or tell us about your brand.

Questions

People also ask

Is Kirti available for manufacturers yet?

Not yet — Kirti is in active development and not generally available. This page describes how its agent model would run a manufacturer’s presence once it ships.

Can it handle technical spec content?

It is designed to draft spec sheets, application notes, and selection guides from your product data in your voice, for an engineer to review — so technical accuracy stays with your team while the presence stays current.

Our sales cycle is long — does that fit?

Yes. The agent is built to run the top-of-funnel presence that feeds a long cycle — findability, technical content, and RFQ capture — and to measure enquiries rather than expecting fast conversions.