PiMark

Story of
Pimark

PiTangent wanted its brand and product pages to appear more often when prospects search for help on technical and business topics, in both Google results and AI-generated answers. To achieve this, the software team is building Pimark, an agentic SEO and AI-visibility platform. It brings research, topic strategy, content drafting, publishing and visibility tracking into one system. Pimark is being developed as an internal tool for PiTangent, with the potential to be offered to clients in the future.

Obstacles We
Overcame

The main challenge is building a system that decides what to write and why, rather than one that only generates blogs. It also has to measure whether the content is actually surfaced. The team addresses the risks of publishing raw AI output with mandatory human approval gates. Scraped web content is treated as untrusted input to guard against prompt injection. Tracking stays realistic by pairing AI-citation checks with Google Search Console data, since a mention in an AI answer does not guarantee rankings or revenue.

The Research agent gathers keyword, trend, competitor and citation evidence from Google Search Console, Google Trends and SERP data before any drafting begins.1

The Strategy agent turns that evidence into a topical authority map. It ranks topics by buying intent and difficulty and stores the plan as structured data. 2

The Content agent drafts answer-first articles with FAQs, schema ideas and internal-link suggestions. Every draft goes through human review before being published to WordPress or Laravel via API. 3

The Tracker agent re-asks target questions across multiple LLMs and logs whether PiTangent is cited. It compares the results with Google performance data and feeds them into the next research cycle. 4

The technology
used

Python

LangGraph

FastAPI

PostgreSQL

pgvector

Final Result

BidPilot delivers an intelligent, end-to-end solution that transitions enterprise bidding teams from reactive manual browsing to a streamlined, automated discovery workflow. By pairing unified coverage across 16+ regional and international tender portals with context-aware semantic evaluation and direct document access, the platform helps businesses save countless hours of manual research while significantly reducing the risk of missing high-value public contracts.

Final Result

Pimark takes shape as a modular platform that moves PiTangent from topic discovery to reviewed publication and measured visibility in one auditable workflow. It combines stateful agent orchestration, human oversight and feedback-based learning, so content operations become a continuous experiment instead of a fixed calendar. Built first for PiTangent's own marketing, it is evolving into a foundation that could later be offered to clients.

Our clients simply love
our work

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