In-house product · AI marketingTrinaIn-house productGEO/SEO

Zero Marketers, AI Agents Publishing to 6 Channels Daily — 40x Clicks in About 6 Weeks

Trina is an AI marketing automation product built by TreeSoop. Without a single marketer, it auto-publishes daily across 6 channels (blog, Medium, Threads, Hashnode, and more) — growing daily Google clicks from 2 to 80 in about 6 weeks.

Trina, a product built by TreeSoop · zero marketers · 40x clicks in about 6 weeks

Tell us about your project Visit the live service ↗

After launch, here’s what changed

×40

Daily clicks (2 → 80)

26.8K

Cumulative impressions (~6 weeks)

Operations headcount (no marketers)

Before

Where things stood
before the project

01Zero marketing headcount — every piece of content was published by engineers in spare moments.
02Adapting and publishing a single post across our own blog, Medium, Threads, Hashnode, and other channels took significant manual effort.
03No way to track which keywords were working or which posts were cannibalizing each other.
04Posts weren't being cited by AI Overviews or ChatGPT search, so impressions rarely converted into clicks.

Approach

How we solved it

Trina is an AI content and SEO/GEO marketing automation product built by TreeSoop. TreeSoop ran Trina on its own marketing — meaning the team that built it applied it directly to its own service and validated the results. AI agents scan trending keywords daily and auto-generate body copy, meta tags, OG images, and structured data, while the Multi-Channel Publisher releases simultaneously in 6 channel formats. The GEO Optimizer re-tunes every post against a passage-level citability score (how quotable it is for AI search), and the Cannibalization Guard automatically prevents similar keywords from eating into each other.

Inside

How it works on the inside

Work that one person used to handle is split across multiple agents. The automation runs across the entire flow — not just a few steps.

01 · Agent

Daily Blog Agent

Scans AI news and domain trends daily → selects keywords → auto-generates body copy, meta tags, and OG images

02 · Agent

Multi-Channel Publisher

Auto-converts and distributes to 6 channels (own blog · Medium · Threads · Hashnode, and more) in each channel's format

03 · Agent

GEO Optimizer

Scores citation likelihood for AI Overviews · ChatGPT · Perplexity — auto-tunes passage-level citability

04 · Agent

SERP Watcher

Tracks keyword rankings, CTR, and impression shifts from Google Search Console data → triggers rewrites

05 · Agent

Internal Link Builder

Injects internal links into related existing posts and service pages whenever a new post goes live

06 · Agent

Schema Injector

Auto-inserts Article, FAQ, and Organization JSON-LD matched to each post type

07 · Agent

Threads/Social Repurpose

Repurposes one post into mini carousels for Threads, Twitter, and LinkedIn

08 · Agent

Cannibalization Guard

Monitors similar-keyword cannibalization as a graph — automatically prevents new posts from eating into existing ones

After

What changed
after launch

Daily Google clicks grew from 2 to 80 in about 6 weeks (a 40x increase).
26.8K cumulative impressions · 876 clicks · average position 5.4 · 3.3% CTR (Google Search Console).
Zero human headcount — operating costs are limited to tokens and infrastructure.
The same content ships simultaneously in 6 channel formats — own blog, Medium, Threads, Hashnode, and more — so channel traffic compounds instead of fragmenting.

Runtime

Project details

Duration

Agent design + content operations, Dec 2025 – ongoing

Team

Used directly by the core TreeSoop team · zero external marketers

Operating mode

In-house SaaS · daily auto-publishing · automated GSC data analysis

Stack

Tech stack

CHANNELS

6 (Blog · Medium · Threads · Hashnode & more)

CADENCE

Daily auto-publishing

STATUS

Live · Self-running

Without a single marketer, AI agents published content to 6 channels daily — growing daily clicks 40x in about 6 weeks. Per Google Search Console: 26.8K cumulative impressions · 876 clicks · average position 5.4 · 3.3% CTR.
TreeSoop — Trina, a product built by TreeSoop · zero marketers · 40x clicks in about 6 weeks

Other work in a similar vein

+300%

Sales AI Chatbot for a Top-5 Telecom Retailer

A chatbot trained on the tone and manner of veteran salespeople. Purchase conversion up 300% over the previous Kanana AI bot, absorbing the workload of 10+ CS and sales staff.

×5

Autopeople

AI agents split up the parts pricing and quote writing that used to run on Excel. Automatic price updates, auto-attached part photos, and margin optimization — a 5x quote close rate.

Facing a similar challenge?
Let’s talk it through

Excel workflows, chatbots, AI marketing — whatever the domain, it can be redesigned the same way.
The initial assessment and quote are free — the contact form is the fastest way to reach us.

Tell us about your project Browse more case studies