Retrieval Augmented Generation For Google Ads

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Retrieval Augmented Generation For Google Ads: The Future of Advertising


As digital advertising continues to evolve, businesses are constantly looking for ways to improve their online presence and reach their target audience. Google Ads, formerly known as Google AdWords, has become one of the most popular and effective platforms for online advertising. With over 3.5 billion searches per day, Google Ads offers businesses the opportunity to reach a massive audience and drive conversions.

But with the ever-changing landscape of online advertising, it can be challenging for businesses to keep up and stay ahead of the competition. This is where retrieval augmented generation (RAG) comes into play. In this article, we will explore what RAG is and how it can revolutionize the way businesses use Google Ads for their marketing strategies.

What is Google Ads?

Google Ads is an online advertising platform developed by Google, where businesses can create and display ads on Google’s search engine and other Google properties. It works on a pay-per-click (PPC) model, where businesses only pay when a user clicks on their ad.

Google Ads offers various targeting options, including keywords, demographics, location, and interests, allowing businesses to reach their target audience with precision. It also provides robust analytics and data tracking, giving businesses valuable insights into their ad performance and audience behavior.

The Benefits of Analyzing Google Ads as a Researcher

As a researcher, analyzing Google Ads can provide valuable insights into consumer behavior and market trends. By studying the data and analytics from Google Ads, researchers can identify patterns and trends in consumer search behavior, which can aid in developing more effective marketing strategies.

Moreover, Google Ads offers a vast amount of data, allowing researchers to conduct in-depth analysis and understand the impact of different variables on ad performance. This can help researchers make data-driven decisions and optimize their marketing efforts for better results.

The Benefits of Analyzing Google Ads as a Marketer

For marketers, Google Ads is a powerful tool for driving conversions and reaching a targeted audience. By analyzing the data and metrics from Google Ads, marketers can gain a better understanding of their audience’s behavior and preferences. This allows them to tailor their ad campaigns to resonate with their target audience and increase the chances of conversions.

Additionally, Google Ads’ advanced targeting options and real-time bidding system make it easier for marketers to reach their target audience and stay within their budget. By monitoring ad performance and making data-driven adjustments, marketers can optimize their campaigns for maximum ROI.

The Benefits of Analyzing Google Ads as an Organization

For organizations, Google Ads can be a game-changer in terms of driving revenue and growth. By analyzing the data and metrics from Google Ads, organizations can gain valuable insights into their target market and consumer behavior. This can help them make data-driven decisions and develop more effective marketing strategies.

Moreover, Google Ads’ advanced targeting options and real-time bidding system make it easier for organizations to reach their target audience and increase their online presence. By using Google Ads, organizations can expand their reach and attract new customers, ultimately leading to increased revenue and growth.

Introducing Retrieval Augmented Generation (RAG)

Retrieval augmented generation (RAG) is a cutting-edge technology that combines the power of large language models and data visualization to improve search results and generate more accurate and relevant content.

In simpler terms, RAG uses a combination of natural language processing (NLP) and generative artificial intelligence (AI) to retrieve and generate content based on a given query or context. This technology utilizes a massive database of information, enabling it to provide accurate and relevant information at a much faster speed than traditional methods.

The Impact of RAG on Google Ads

By integrating RAG technology into Google Ads, businesses can greatly benefit from improved ad targeting and content generation. RAG can analyze a vast amount of data and provide real-time insights into consumer behavior, allowing businesses to optimize their ad campaigns for maximum ROI.

Moreover, RAG can generate high-quality, relevant ad content based on a given query or context, making it easier for businesses to reach their target audience and drive conversions. This technology can also improve the overall user experience by providing more accurate and relevant search results, leading to higher customer satisfaction and retention.

The Future of Advertising

As RAG technology continues to advance, it is expected to revolutionize the way businesses use Google Ads for their advertising efforts. With its ability to retrieve and generate content at a faster speed and with more accuracy, RAG can significantly improve the effectiveness of online advertising and help businesses stay ahead of the competition.

In conclusion, retrieval augmented generation for Google Ads is the future of advertising. By leveraging this technology, businesses can gain valuable insights, optimize their ad campaigns, and generate high-quality, relevant content, ultimately leading to increased revenue and growth. So don’t wait, start incorporating RAG into your Google Ads strategy today and stay ahead of the curve in the ever-evolving world of online advertising.

How To Use Speak’s Retrieval Augmented Generation For Google Ads

Step 1: Create Your Speak Account

To start your transcription and analysis, you first need to create a Speak account. No worries, this is super easy to do!

Get a 14-day trial with 30 minutes of free audio and video transcription and analysis included when you sign up for Speak.

To sign up for Speak and start using Speak Magic Prompts with retrieval augmented generation, just visit the Speak app register page here.

Step 2: Upload Your Google Ads

We typically recommend MP4s for video or MP3s for audio.

However, we accept a range of audio, video and text file types.

You can upload your file for transcription in several ways using Speak:

Accepted Audio File Types

  • MP3
  • M4A
  • WAV
  • OGG
  • WEBM
  • M4P

Accepted Video File Types

  • MP4
  • M4V
  • WMV
  • AVI
  • MOV
  • FLV

Accepted Text File Types

  • TXT
  • Word Doc
  • PDF

CSV Imports

You can also upload CSVs of text files or audio and video files. You can learn more about CSV uploads and download Speak-compatible CSVs here.

With the CSVs, you can upload anything from dozens of YouTube videos to thousands of Google Ads files.

Publicly Available URLs

You can also upload media to Speak through a publicly available URL.

As long as the file type extension is available at the end of the URL you will have no problem importing your recording for automatic transcription and analysis.

YouTube URLs

Speak is compatible with YouTube videos. All you have to do is copy the URL of the YouTube video (for example,

Speak will automatically find the file, calculate the length, and import the video.

If using YouTube videos, please make sure you use the full link and not the shortened YouTube snippet. Additionally, make sure you remove the channel name from the URL.

Speak Integrations

As mentioned, Speak also contains a range of integrations for Zoom, Zapier, Vimeo and more that will help you automatically transcribe your media.

This library of integrations continues to grow! Have a request? Feel encouraged to send us a message.

Step 3: Calculate and Pay the Total Automatically

Once you have your file(s) ready and load it into Speak, it will automatically calculate the total cost (you get 30 minutes of audio and video free in the 14-day trial – take advantage of it!).

If you are uploading text data into Speak, you do not currently have to pay any cost. Only the Speak Magic Prompts analysis would create a fee which will be detailed below.

Once you go over your 30 minutes or need to use Speak Magic Prompts, you can pay by subscribing to a personalized plan using our real-time calculator.

You can also add a balance or pay for uploads and analysis without a plan using your credit card.

Step 4: Wait for Speak to Analyze Your Google Ads

If you are uploading audio and video, our automated transcription software will prepare your transcript quickly. Once completed, you will get an email notification that your transcript is complete.

That email will contain a link back to the file so you can access the interactive media player with the transcript, analysis, and export formats ready for you.

If you are importing CSVs or uploading text files Speak will generally analyze the information much more quickly.

Speak will automatically embed your data in a well-architected vector database which allows you to use retrieval augmented generation for Google Ads.

Step 5: Visit Your File Or Folder

Speak is capable of analyzing both individual files and entire folders of data.

When you are viewing any individual file in Speak, all you have to do is click on the “Prompts” button.

If you want to analyze many files, all you have to do is add the files you want to analyze into a folder within Speak.

You can do that by adding new files into Speak or you can organize your current files into your desired folder with the software’s easy editing functionality.

Step 6: Select Speak Magic Prompts To Analyze Your Google Ads

What Are Magic Prompts?

Speak Magic Prompts leverage innovation in artificial intelligence models often referred to as “generative AI”.

These models have analyzed huge amounts of data from across the internet to gain an understanding of language.

With that understanding, these “large language models” are capable of performing mind-bending tasks!

With Speak Magic Prompts, you can now perform those tasks on the audio, video and text data in your Speak account.

Retrieval augmented generation is what makes these Magic Prompts work so well.

Step 7: Select or Create Your Assistant Type

To help you get better results from Speak Magic Prompts, Speak has introduced “Assistant Type”.

These assistant types pre-set and provide context to the prompt engine for more concise, meaningful outputs based on your needs.

To begin, we have included:

  • General
  • Researcher
  • Marketer
  • Sales
  • Recruiter

Choose the most relevant assistant type from the dropdown.

You can also create your own custom Assistant Template Type.

If you visit the new page Account Preferences, you can see there is now an area where you can create your own custom Assistant.

This allows you to set the context of the engine for higher quality and more consistent outputs.

For example, you could say:

“We are [COMPANY NAME]. We are analyzing [DATA] to understand how to improve [GOAL]. We want all responses to be concise and in table format.”.

This becomes a reusable template in any of your manual or automated Magic Prompts.

You can create multiple templates for different use cases.

As an example, the analysis you run on a focus group may be different than a one-on-one interview.

Step 8: Create Or Select Your Desired Prompt

Here are some examples prompts that you can apply to any file right now:

  • Create a SWOT Analysis
  • Give me the top action items
  • Create a bullet point list summary
  • Tell me the key issues that were left unresolved
  • Tell me what questions were asked

A modal will pop up so you can use the suggested prompts we shared above to instantly and magically get your answers.

If you have your own prompts you want to create, select “Custom Prompt” from the dropdown and another text box will open where you can ask anything you want of your data!

Step 9: Review & Share Responses

Speak will generate a concise response for you in a text box below the prompt selection dropdown. With Chat enabled, you can also continue to query that data to reveal more insights and reformat the information to your needs.

In this example, we ask to analyze all the Google Ads in the folder at once for the top product dissatisfiers.

You can easily copy that response for your presentations, content, emails, team members and more!

Speak Magic Prompts Pricing

Our team at Speak Ai continues to optimize the pricing for Magic Prompts and Speak as a whole.

Right now, anyone in the 14-day trial of Speak gets 100,000 characters included in their account.

If you need more characters, you can easily include Speak Magic Prompts in your plan when you create a subscription.

You can also upgrade the number of characters in your account if you already have a subscription.

Both options are available on the subscription page.

Alternatively, you can use Speak Magic Prompts by adding a balance to your account. The balance will be used as you analyze characters.

Completely Personalize Your Plan 📝

Here at Speak, we’ve made it incredibly easy to personalize your subscription.

Once you sign up, just visit our custom plan builder and select the media volume, team size, and features you want to get a plan that fits your needs.

No more rigid plans. Upgrade, downgrade or cancel at any time.

Claim Your Special Offer 🎁

When you subscribe, you will also get a free premium add-on for three months!

That means you save up to $50 USD per month and $150 USD in total.

Once you subscribe to a plan, all you have to do is send us a live chat with your selected premium add-on from the list below:

  • Premium Export Options (Word, CSV & More)
  • Custom Categories & Insights
  • Recorder Customization (Branding, Input & More)
  • Media Player Customization
  • Shareable Media Libraries

We will put the add-on live in your account free of charge!

What are you waiting for?

Refer Others & Earn Real Money 💸

If you have friends, peers and followers interested in using our platform, you can earn real monthly money.

You will get paid a percentage of all sales whether the customers you refer to pay for a plan, automatically transcribe media or leverage professional transcription services.

Use this link to become an official Speak affiliate.

Check Out Our Dedicated Resources📚

Book A Free Implementation Session 🤝

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Just use our Calendly link to find a time that works well for you. We look forward to meeting you!

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