Scrape Trustpilot Reviews Using Bright Data for Winning Ad Insights
Configured with Aggregate, Chain LLM, Filter, Form Trigger, and additional nodes. Review the connections and setup before adapting this template.
Node categories in this workflow
- Web / API
- Trigger
- Wait
- Routing
- AI & models
- Messaging
- Transform
- Data store
Icons describe general node roles, inferred from node types. Inspect the parameters for the configured action.
Drag to pan; use + and − to zoom. Reconstructed from the exported node positions; nothing runs here. Dashed lines represent non-main connections. Full node names and notes appear below.
How it works
The exported workflow contains the following configured nodes. Their connections are shown above; inspect the JSON for the complete logic, expressions, and external actions.
| Node | Category | Type | Operation |
|---|---|---|---|
| Snapshot Progress | Web / API | HTTP Request | See node parameters |
| On form submission - Discover Jobs | Trigger | Form Trigger | See node parameters |
| HTTP Request- Post API call to Bright Data | Web / API | HTTP Request | POST |
| Wait - Polling Bright Data | Wait | Wait | See node parameters |
| If - Checking status of Snapshot - if data is ready or not | Routing | If | See node parameters |
| HTTP Request - Getting data from Bright Data | Web / API | HTTP Request | See node parameters |
| Basic LLM Chain | AI & models | Chain LLM | See node parameters |
| OpenAI Chat Model | AI & models | OpenAI Chat Model | See node parameters |
| Send Summary To Marketers | Messaging | Gmail | See node parameters |
| Filtering only bad reviews | Routing | Filter | See node parameters |
| Aggregating all filtered reviews | Transform | Aggregate | See node parameters |
| Google Sheets - Adding All Reviews | Data store | Google Sheets | append |
Setup
- Download the JSON and import it into an isolated n8n instance. Leave the workflow inactive.
- Connect your own credentials through n8n’s credential store. Replace
REPLACE_WITH_*values with your resource identifiers. - Inspect API destinations, Code nodes, database queries, file paths, and outbound actions.
- Run with synthetic data and harmless destinations. Enable triggers only after checking the actual outputs.
Requirements
An n8n instance with the listed node types and compatible versions. Service-connected workflows may require accounts, credentials, or paid APIs.
Credential types declared in the source
gmailOAuth2googleSheetsOAuth2ApiopenAiApi
Workflow notes
Sticky Note9
======================================= WORKFLOW ASSISTANCE
For any questions or support, please contact: user@example.com
Explore more tips and tutorials here:
- YouTube: https://www.youtube.com/@YaronBeen/videos
- LinkedIn: https://www.linkedin.com/in/yaronbeen/ ======================================= Bright Data Docs: https://docs.brightdata.com/introduction
Sticky Note10
In this workflow, I use Google Sheets to store the results.
You can use my template to get started faster:
- Click on this link to get the template
- Make a copy of the Sheets
- Add the URL to this node
Sticky Note1
Add your competitors Trustpilot Link here.
Sticky Note3
Bright Data Getting Reviews
Sticky Note4
Adjust This Prompt with:
-
Add info about your company and offer.
-
The template requires the LLM to generate ad copy, but you can change it to any marketing material you'd like. Examples:
- Suggest ideas for FAQ
- Suggest copy for UGC scripts
- Suggest copy for Add to cart email flow etc
Scrape Trustpilot Reviews Using Bright Data for Winning Ad Insights
Scrape Trustpilot Reviews Using Bright Data for Winning Ad Insights
This n8n workflow scrapes Trustpilot reviews of a specified competitor using Bright Data's dataset API. Users input the competitor's Trustpilot URL and select a timeframe (30 days, 3 months, 6 months, or 12 months) via an n8n form.
Workflow steps:
- Sends a request to Bright Data to fetch Trustpilot reviews based on user input.
- Polls Bright Data until the dataset is ready.
- Retrieves the reviews and logs them into a Google Sheet.
- Filters the results to isolate negative reviews (ratings of 1 or 2 stars).
- Aggregates negative reviews into summarized text.
- Uses OpenAI's GPT-4o-mini to analyze competitor weaknesses and generate three Facebook ad copy variations addressing these pain points.
- Emails the summary, including suggested ad copy and aggregated reviews, to the marketing team.
Scrape Trustpilot Reviews Using Bright Data for Winning Ad Insights
Scrape Trustpilot Reviews Using Bright Data for Winning Ad Insights
Purpose and structure
This folder contains the Scrape Trustpilot Reviews Using Bright Data for Winning Ad Insights workflow. Its executable nodes use aggregate, chainLlm, filter, formTrigger, gmail, googleSheets, httpRequest, if, lmChatOpenAi, wait. The table and connection map below are derived from the JSON, not an inferred guarantee of behavior.
Setup
Import inactive. Configure your own credentials and replace REPLACE_WITH_* values. Review external destinations and Code nodes before running.
Entry points
On form submission - Discover Jobs
Verification
Sanitized source candidate; not runtime-tested. This overview is generated from node metadata. Read the folder README for the connection map, credential types, and license.
Attribution
https://github.com/Zie619/n8n-workflows/blob/94007c1445d9258a7da116646b79473e7c7c3282/workflows/Wait/0868_Wait_Filter_Create_Webhook.json MIT; preserve source notices.