Product Review Data Insights
This takes in product review data in csv or json format and returns actionable data insights on the top three most reviewed items
Top Benefits
- Improve Sales and Marketing
- Gain Numerical Sentiment Analysis Column for Dataset
- Learn About Important Trends
- Understand Large Datasets with One Process
Tasks
- Read Text from Reviews and Create Sentiment Analysis Column
- Create CSV Version of Data
- Review trends in timeline, ratings and sentiment and return actionable insights
This process accepts Product Review Data in csv or json format and returns actionable data insights, along with a csv version of the data that has been enhanced with a sentiment analysis column.
The product review data should have a product name or product id column, timestamp, and rating data. If you would like the sentiment analysis column then you will also need to include the actual text of the product review.
This process requires the computer running the bot to have python version 3.11 or higher installed and to have the pandas package installed for python.
Insights given are actionable for marketing, sales, and other departments seeking to understand more about the product and its reviews.
The process currently provides insights for the top three most reviewed items in the dataset, but the video explanation shows how this can easily be expanded to returning additional sets of insights for a given product dataset.
The product insights returned only exist on the final form, until the finish button is selected. Please be sure to copy and paste any insights you wish to another format for saving.
This process also comes with a set of test data that can be used for understanding how the bot works. You can also use the test dataset as an example of what a cleaned dataset would look like for this process.
Success
The download of Product Review Data Insights will begin shortly.
In your Control Room, use the ‘Import’ button to load the downloaded file into your Automations.
Free
- Applications
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- Business Process
- MarketingOperationsSales
- Category
- Artificial IntelligenceInsights
- Vendor
- Jenna Saunders
- Automation Type
- AI Agent
- Last Updated
- January 21, 2026
- First Published
- January 21, 2026
- Platform
- Automation 360
- ReadMe
- ReadMe
- Support
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- Jenna Saunders
- Agentic App Store FAQs
- Bot Security Program
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Level 1
Bot Security
Level 1
- All automations on Agentic App Store have passed a malware scan.
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See the AI Agent in Action
Setup Process
Install
Download the AI Agent and follow the instructions to install it in your AAE Control Room.
Configure
Open the Bot to configure your username and other settings the Bot will need (see the Installation Guide or ReadMe for details.)
Run
That's it - now the AI Agent is ready to get going!
Requirements and Inputs
- Python 3.11 or higher
- Pip install Pandas
- CSV or JSON that contains product review data
Customer Reviews
