Scrape Google's top results and score search intent for your keywords

Scrapes the top 10 Google results for your keywords and uses AI to score what searchers are looking for.

How the work actually flows

A straight line. Runs once per one per tracked keyword.

Pattern: Sequence (1) ยท Multiple Instances without Synchronization (12)

flowchart TD trig(("user runs with keyword list")):::human s0[["scrape top ranking pages"]]:::mi s1["classify search intent per page"]:::svc s2[("write results to sheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 out[/"search intent scored per keyword"/]:::out pay{{"content matches what searchers want"}}:::pay s2 --> out 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
An outside serviceRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

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

Business functions
Spreadsheet & Database OpsWeb Scraping & Data Collection
Connects
Google SheetsBright DataGoogle Gemini

The problem it solves

You're writing content for keywords without really knowing what searchers want to find when they search them. Guessing at intent means you write the wrong kind of page and it never ranks.

Who it fits

An SEO specialist, content marketer, or agency that wants data-backed search intent before writing content.

How it works

  1. You enter your target keywords and country in a spreadsheet
  2. You run the system to scrape the top 10 ranking pages for each keyword
  3. AI classifies the search intent behind each ranking page
  4. The results are written back to your spreadsheet for review
What you get

Search intent scored before you write a word

You get the top Google results for your keywords scored for search intent, ready in your spreadsheet.

What you get

A spreadsheet showing the search intent behind the top-ranking pages for every keyword you track.

What you need

A Google Sheets account, a Bright Data account, and a Google Gemini API account.

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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