Research competitor content and log insights to Sheets and Telegram

You submit a search topic and AI pulls competitor content, summarizes key insights, and saves them to Sheets.

How the work actually flows

It branches. Every path runs; runs once per each search result page.

Pattern: Parallel Split (2) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(("user submits search topic")):::human s0["pull top search results"]:::task s1[["fetch and clean page content"]]:::mi s2["extract key insights"]:::svc trig --> s0 s0 -->|"one per each search result page"| s1 s1 --> s2 gx{"+ where to deliver insights"}:::gate s2 --> gx p00["log to Google Sheets"]:::task gx -->|"save insights"| p00 p10["send Telegram summary"]:::task gx -->|"notify team"| p10 p00 --> out p10 --> out out[/"insights logged and shared with team"/]:::out pay{{"hours saved on competitor research"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceRuns once per itemA personEvery pathResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsSEO & Search OptimizationMessaging & NotificationsSpreadsheet & Database OpsWeb Scraping & Data CollectionResearch & Market IntelligenceSurvey & Feedback
Connects
DecodoGeminiGoogle SheetsTelegram

The problem it solves

Researching what competitors are publishing means running searches, opening a dozen tabs, and reading through pages of content just to pull out a few useful insights. That kind of manual digging eats up hours you'd rather spend acting on what you learn.

Who it fits

Marketers, SEO teams, and analysts researching competitor content at scale.

How it works

  1. You submit a search topic through a form
  2. The system runs the search and pulls the top organic results
  3. It fetches and cleans the content from each page
  4. AI reads the content and extracts key points and takeaways
  5. The insights are saved to Google Sheets and a summary is sent to Telegram
What you get

Competitor moves you catch before they matter

You submit a topic and get competitor content pulled, summarized, and saved with the key takeaways your team needs to act on.

What you get

A Google Sheets log of competitor content insights and a summary notification in Telegram.

What you need

A Decodo API account, a Google Gemini API key, and a Google account for Sheets.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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