Build an AI Proofreading Assistant for any Website

This template is designed to create an AI assistant that proofreads your website. The assistant retrieves website links from a Google Sheet, opens the link in a Chrome browser, and scrapes the data. Afterwards, it checks for any typos and writes the response back into the Google Sheet alongside the webpage URL. This template requires a ChatGPT account with API key.

Get started: create your Google Sheet

Create a new Google Sheet. You can do this in your Chrome browser by entering the shortcut "sheet.new" into the address bar, assuming you already have an account. Name your sheet something like "ChatGPT AI Proofreader" and set up a tab called "Links". Add another tab called "Data".

Install the AI Proofreading template

To install this AI Proofreading template, click "Install template". If you’re a new user, you’ll have to click "Install Chrome extension" and create a free axiom.ai account before you can edit the template.

Once installed, click "Start".

axiom.ai will guide you through the steps you need to configure in the app.

Configure your AI Proofreading Assistant in 7 easy steps

Please note in step 2.2, you need to select a single block of content with the selector tool.

  • 1.0 Read data from a Google Sheet
    • Spreadsheet: Search for the Google Sheet you created. Once found, click to select.
    • Sheet name: Choose the sheet tab called 'Amazon product links'.
  • 2.0 Loop through data
    • 2.1 Go to page
      • Enter URL: Click Insert Data, select google-sheet-data, and select the column with the links in.
    • 2.2 Get data from bot's current page
      • Select: Point and click to select the data you wish to scrape. Make a single selection and choose an element that wraps around all the content.
      • Max Results: Set to 1.
    • 2.3 Generate text with ChatGPT
      • ChatGPT API key: Enter your API key.
      • Prompt: Insert the text "Check this text for spelling mistakes and grammar, return in bullet list compatible with spreadsheet cell -" then click Insert data followed by [scrape-data] to add the scraped data to check.
      • Extract values: Insert the values you want to extract, separated by a comma — for example: name, email, job title.
    • 2.4 Append or Merge Data
      • Data A: Insert [google-sheet-data] and select the column containing the URL.
      • Data B: Insert [chatgpt-output].
    • 2.5 Write Data to a Google Sheet
      • Spreadsheet: Search for the Google Sheet you created. Once found, click to select.
      • Sheet name: Choose the tab you created.
      • DATA: Select [appended-data].
      • Clear data before writing | Add to existing data: Set this option to "Add to existing".
    • 2.6 Delete rows from a Google Sheet
      • Spreadsheet: Search for the Google Sheet you created. Once found, click to select.
      • Sheet name: Choose the tab you created for links.
      • First row: Set to 1.
      • Last row: Set to 1.

Testing and running your AI proofreader

We suggest running a test first, stopping the bot after a few loops, and reviewing the data.

Customize your template

Like all Axiom templates, you can use our no-code bot builder to customize any bot according to your requirements.

Troubleshooting

We recommend you watch the video to troubleshoot.

  • Want to set an amount of loops?
    In Step 1.0, set a Last Cell — something like AE50 will scrape 50 rows.
  • Selectors fail to find content?
    In Step 2.2 – Get data from bot's current page, select a single block of content with the selector tool.
  • Want to select all content on any website?
    In the same step, use a custom selector — try body.
  • Slow running scrape?
    In the same step, toggle Configure scraper, then set No. of retry... to 1.
  • ChatGPT step not working?
    In Step 2.3 – Generate text with ChatGPT, make sure you’ve entered your ChatGPT API key.
  • Want better results from ChatGPT?
    In the same step, set the Prompt to something like:
    "Check this text for spelling mistakes and grammar, return in bullet list compatible with spreadsheet cell - [scrape-data]".
    Tweak the wording to fine-tune results.
  • Wrong data written to sheet?
    In Step 2.5 – Write Data to a Google Sheet, check that Data A is [google-sheet-data] and Data B is [chatgpt-output].
  • No data written?
    In the same step, check that Data is set to [appended-data].
  • Keeps overwriting data?
    Make sure Add to existing is selected in the same step.

We offer excellent customer support. If you need help, get in touch. You could also read this full guide on how to do ChatGPT web scraping.

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