AI in contextual advertising: a selection of services for PPC specialists

Artificial intelligence tools are no longer an experiment. Today, they have become a part of the operational work of many PPC teams. A selection of services that practitioners work with helps to reduce routine tasks, speed up creative testing, and allocate budgets more accurately. In this article, we will consider AI tools, the methodology of their selection, and the risks that a PPC specialist may face when working with AI.

ChatGPT

ChatGPT is one of the most versatile AI tools for creating textual content in contextual advertising. It quickly generates variants of headlines, descriptions, and ad scripts, which allows PPC teams to significantly speed up the preparatory stage and optimize A/B testing. By setting up personal agents (MyGPTs), ChatGPT can automate routine tasks, such as creating standard promotional texts or classifying queries.

This tool is especially useful when you need to quickly get several high-quality ad variants for different audience segments or adapt texts to new unique sales offers. To get the best results, formulate clear promo copy with the target audience, desired length, tone, and CTA.

According to OpenAI’s official website, ChatGPT is available in different pricing plans, including a business option for teams and separate plans for corporate use, making it suitable for PPC teams of all sizes.

Claude

Claude is an AI model from Anthropic that focuses on a consistent, coherent tone and long-text work, making it useful for PPC campaigns with complex textual tasks. Unlike generators that focus on the number of variants, Claude does a good job with quality, including a series of ad descriptions, briefs, scenarios, and explanatory blocks for different audience segments.

The tool should be used when the tone and consistency of the message is important, for example, in serial ads or when creating long-form content tied to advertising campaigns. To get the best results, formulate prompts that include examples of the desired style and clear instructions on the target audience and brand limitations.

According to official data, Anthropic offers Team and Enterprise plans, which are designed for teams and include administrative control, extended quotas, and support. Details with prices are available on the Anthropic plans page.

Gemini

Gemini is a multimodal AI model from Google that combines text generation and visual content creation capabilities, making it an extremely useful tool for PPC professionals. It allows you to simultaneously get variants of headlines, ad descriptions, and visual concepts for banners or creatives, which significantly speeds up the preparation of complex materials for campaigns. This approach is especially valuable when you need to test several text + image variants in A/B tests or adapt the message to different formats and placements.

In the PPC context, it should be used to create coordinated sets of creatives and supporting texts: mobile banners, display formats, adaptation for social platforms. To get the best results, formulate your request with clear brand restrictions: colors, sizes, tone, and specific CTAs.

According to Google’s official subscriptions page, paid access to Gemini’s advanced features (via Google AI Pro) is available with a one-month free trial, and the premium plan Google AI Ultra has the widest set of features and more AI credits for content creation.

Dicer.ai

Dicer.ai is an AI platform for optimizing advertising campaigns and creatives, focused on increasing the effectiveness of performance marketing. It uses artificial intelligence to analyze advertising data, ads, visuals, and budget parameters, providing PPC teams with specific recommendations for improving campaigns and increasing profitability.

The tool should be used when you need to not only generate ad variations, but actually identify performance patterns and formulate actions based on them , such as changes in creative or targeting. To get the best results, integrate your ad accounts and provide the platform with enough data for analysis.

On the pricing page, Dicer.ai offers a 7-day free trial, and further plans start at around $199/month for a small advertising budget, with Enterprise options with customized terms.

DFIRST.AI

DFIRST.AI (formerly known as Digital First AI) is an AI marketing platform that automates the creation and execution of marketing strategies, creatives, and campaigns. The system uses specialized AI agents that analyze data, generate ideas, and even perform individual tasks, from research to creative content generation.

In the context of PPC, this tool is useful both for building a general strategy for launching campaigns and for automating some workflows: content generation, format adaptations, and hypothesis testing. For the best results, it is necessary to set up business goals correctly and provide the platform with a sufficient amount of marketing data.

DFIRST.AI offers free trial access with a limited number of options, and further tariffs are available after a quick registration for the trial period, as the official page usually does not disclose fixed prices.

Adext AI

Adext AI is a specialized service for the automatic generation of ad copy for contextual advertising. It optimizes headlines, descriptions, and structured ad elements based on the requirements of platforms (Google Ads, Meta, etc.) and specified keywords. This allows you to quickly test many text variants and adapt them to different audience segments.

The tool is useful for PPC campaigns where the speed of generating relevant texts matters, for example, when working with large semantic groups or A/B testing. To get the best results, you should clearly define the USP and CTA in the queries you generate.

Adext AI works on a subscription model with different generation limits. Detailed prices are available on the official website of the service or through partner tool catalogs.

Bannerboo

Bannerboo is an online banner and visual creatives builder that allows you to create advertising banners in various formats such as HTML5, GIF, MP4, etc. with the help of a drag-and-drop editor and ready-made templates. It supports responsive sizes and animations, which makes it suitable for Google Display Network and other ad networks.

For PPC campaigns, Bannerboo should be used where it is important to quickly generate visual creatives without involving a designer: preparing banners of different sizes, quickly testing animations, and adapting them to the audience.

Bannerboo offers different pricing packages that include basic and advanced features for working with banners.

AdCreative.ai

AdCreative.ai is an AI platform for creating advertising creatives and texts focused on increasing conversions and campaign results. It generates advertising banners, accompanying texts, photos, and even short videos, and allows evaluating the effectiveness of creatives using AI Creative Scoring.

In PPC campaigns, this platform is useful for scaling up creative production and testing a large number of variants without involving designers or photo shoots. To improve the accuracy of the results, you should provide clear brand parameters and a description of the target audience.

AdCreative.ai offers three paid subscription plans for small, medium-sized businesses and agencies.

The Brief

The Brief (formerly Creatopy) is an AI-powered platform for creating and scaling digital advertising creatives that combines automatic design, text generation, adaptation to different formats, and team collaboration. The tool allows you to create banners, adapt them to different sizes and languages, and automate part of the workflow.

This service will be useful in PPC campaigns where you need to centrally manage a large volume of creatives, maintain brand standards, and scale adaptation to placements without unnecessary repetition.

The Brief offers several pricing levels depending on the needs and size of the team. A free 7-day trial period is available.

Futurepedia (catalog of tools)

Another format worth mentioning is the catalog. Futurepedia is a directory of AI tools that aggregates solutions in marketing, design, analytics, automation, and other areas.

It is not an ad generator or optimizer per se, but serves as a useful resource for finding and comparing tools, including solutions for PPC campaigns. The advantages include a large catalog of AI tools in one place, convenient categorization of solutions by functionality, and regular updates of the lists.

Futurepedia provides free access to the catalog and offers premium options for advanced features.

Risks of using AI in PPC

Integration of AI tools into PPC processes opens up significant opportunities for scaling and automation, but requires a systematic approach to risk management. Without clear regulations and control, even efficient services can pose operational, financial, or reputational threats. Here are the key limitations to consider when implementing AI in advertising:

Factual errors and brand inconsistency

Automatically generated texts and visuals may contain inaccuracies, exaggerations, or wording that contradicts the brand’s positioning. This is especially true for campaigns in regulated niches such as finance, healthcare, and B2B services.

AI is capable of creating convincing but incorrect content, so fact-checking key statements, checking compliance with the brand guide, adapting the tone of communication to a specific segment of the audience, and controlling legal wording and disclaimers remain mandatory. Even if the quality of generation is high, the final approval should be made by a responsible specialist.

Problems with copyright for creatives

When generating images, banners, and texts, it is important to carefully check the license terms of the service. Some platforms restrict the commercial use of content or have specific rules regarding authorship.

Potential risks include:

• use of images that stylistically resemble existing brands;
• incorrect use of stock elements;
• lack of clear transfer of rights in corporate tariffs.

It is recommended to keep proof of licenses, document the source of creative generation, and check the terms of commercial use for each tool separately.

Data quality for forecasts and analytics

Analytical AI services for creative optimization, ROAS forecasting, and audience segmentation are only as effective as the correct data connected to them.

Typical problems:

• incorrect conversion tracking;
• duplication of events;
• incomplete attribution data;
• insufficient historical data to train models.

Before using AI optimization, it is necessary to audit analytics, check tag settings, and make sure that data import from advertising platforms is correct.

Subscription costs and economic feasibility

Active use of several AI tools at the same time can significantly increase the cost of marketing infrastructure. This is especially true for teams that use separate services for text generation, visuals, analytics, and automation.

Potential challenges include possible duplication of functionality across platforms, which leads to inefficient use of resources. In addition, as the team scales, the cost of subscriptions can increase significantly. Another difficulty is assessing the real contribution of a particular tool to the final result of the campaign, which makes it difficult to justify investments and calculate the actual ROI.

It is recommended to plan ROI for each service separately, test tools on limited budgets, and implement only those solutions that demonstrate a measurable impact on performance (CPA, ROAS, CTR).

To minimize risks, it is advisable to implement clear internal procedures.

AI tools can significantly increase the speed and scale of PPC operations, but they are no substitute for strategic thinking, expertise, and team responsibility. Effective implementation requires a balance between automation and human control.