Latenode

Trustpilot review insights

Open a public Trustpilot company page in Headless Browser, extract review snippets you are allowed to process, summarize themes with ChatGPT, and log structured findings to Google Sheets. Respect Trustpilot’s terms and robots rules—this template is for research you have permission to run, not for circumventing protections.

Updated Apr 13, 2026Est. run: 1m 6sEst. cost: $0,0076
How Latenode estimates time and cost

Latenode bills workflow runs in credits: 1 credit = 30 seconds of processing. Minimum charge per run depends on your plan. Plug-and-Play (PnP) AI nodes are billed separately—each PnP token is $1 USD, charged pay-as-you-go at vendor cost plus a small processing fee, with no API keys required.

Full pricing — how credits work →
Headless browserHeadless browser

Workflow preview

What this template does

  • End-to-end Latenode nodes: browser capture, LLM synthesis, Sheets storage.
  • JavaScript trigger keeps URL injection explicit.
  • Teams get repeatable market listening without manual copy-paste.

How it works

1
Trigger

Provide URL

Each run names the Trustpilot profile to analyze.

2
Action

Headless capture

Browser node returns text blocks you selected.

3
Logic

LLM analysis

ChatGPT turns raw quotes into structured insight.

4
Action

Sheets row

Append the insight with metadata for trending reports.

Setup guide

1

Legal review

Confirm scraping aligns with site terms and your counsel’s guidance.

2

Connect Headless Browser + ChatGPT + Sheets

Authorize each integration separately.

3

Tune selectors

Trustpilot markup changes—test frequently.

4

Redact PII

Strip reviewer names if your policy requires anonymized research.

Requirements

OpenAI/ChatGPT access via Latenode
Headless Browser quota for the pages you target
Google Sheet prepared for insight columns

FAQ

Common questions about this template

Each run uses credits on your Latenode plan. We charge for processing time (1 credit = 30 seconds). Your actual cost depends on your plan and how long the run takes. See pricing plans for plans and how credits work.