OpenAI Vision API

Let customers send images and get AI-powered visual answers instantly

Customers share product photos, screenshots, or documents in chat. Your AI agent analyzes them with GPT-4o vision, extracts relevant details, and responds with accurate visual understanding. Support becomes visual, not just textual.

Chosen by 800+ global brands across industries

Visual intelligence inside every conversation

Your AI agent gains the ability to see and interpret images customers share, turning photos into actionable answers using GPT-4o multimodal understanding.

OpenAI Vision API

Use Cases

Visual AI support scenarios

From product identification to document verification, see how image-understanding transforms the conversations your AI agent handles daily.

Instant Visual Damage Assessment

A customer photographs a broken item and sends it through chat. Your AI Agent forwards the image to GPT-4o Vision, receives a description of the visible damage, and automatically determines whether it qualifies for replacement under your policy. The customer gets a resolution path in seconds. Your support team handles only the exceptions that need human judgment.

Screenshot-Based Technical Troubleshooting

A user shares a screenshot of an error message they cannot describe in words. Your AI Agent reads the image with OpenAI Vision, identifies the error code and context, and walks the customer through the fix step by step. No more asking customers to type out error messages. Resolution happens visually, the way the problem was reported.

Photo-Powered Product Discovery

A shopper photographs an item they saw in a magazine and asks if you carry something similar. Your AI Agent analyzes the image, identifies the style and category, and returns matching products from your store. Browsers convert to buyers because they found exactly what they pictured, literally. Visual search drives revenue your text-only chatbot never could.

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OpenAI Vision API

OpenAI Vision API

FAQs

Frequently Asked Questions

Which OpenAI model does the Vision API integration use?

The integration uses the GPT-4o-mini model by default via OpenAI's Responses API. This model supports multimodal input, meaning it can process both text prompts and image URLs in a single request. You can configure the model parameter to use gpt-4o or other vision-capable models depending on your accuracy and cost requirements.

What image formats can customers send for the agent to analyze?

The agent accepts any publicly accessible image URL, including JPEG, PNG, GIF, and WebP formats. When a customer uploads a photo through your chat widget, it gets hosted and the URL is passed to GPT-4o Vision. The model handles most standard image formats and resolutions that web browsers support.

Does Tars store the images customers share during conversations?

Tars processes image URLs in real-time and passes them to OpenAI's API for analysis. The image data is not permanently stored by Tars after the conversation. OpenAI's data retention policies apply for the API call itself. For sensitive image data, review OpenAI's enterprise data processing terms.

Can the agent analyze multiple images in a single conversation turn?

Yes. The OpenAI Responses API accepts an array of content items, so the agent can include multiple input_image objects alongside text prompts in one request. A customer can share several photos, and the agent processes them together for comparison or comprehensive analysis.

How accurate is the image analysis for product identification?

GPT-4o Vision is strong at identifying objects, reading text, and describing visual content. It works well for product categories, brand logos, and general item recognition. For highly specialized domains like medical imaging or industrial inspection, accuracy depends on the specificity of your prompts. Custom instructions improve results significantly.

What is the latency for processing an image through the agent?

Typical response times range from 2 to 8 seconds depending on image complexity, model selected, and prompt length. GPT-4o-mini is faster and cheaper, while GPT-4o provides more detailed analysis. For most customer support scenarios, the response feels near-instant within a chat conversation.

How is this different from using OpenAI's chat interface directly?

The direct OpenAI interface requires users to have an account and navigate a separate platform. With Tars, the vision capability is embedded inside your customer-facing chat agent on your website or WhatsApp. Customers never leave your channel. The agent combines visual analysis with your business context, product data, and support workflows.

Can I control what types of images the agent will process?

Yes. Through your agent's gambit configuration, you can set rules for when the vision tool activates. For example, only process images when the conversation involves product support or document verification. You can also add pre-processing prompts that guide the model to focus on specific visual elements relevant to your business.

How to add Tools to your AI Agent

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Don't limit your AI Agent to basic conversations. Watch how to configure and add powerful tools making your agent smarter and more functional.

Real results, real customers, real stories

“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager
“We're saving an average of 4,000+ calls a month.”
Implementing an Agent revolutionized our customer service channels and our service to Indiana business owners. We're saving an average of 4,000+ calls a month and can now provide 24x7x365 customer service️ along with our business services.
Lindsey Roark Mayes
Ex-Director of SOS IT (State of Indiana)
“Cutting down on staff needing to email back.”
Since our launch of Tars Agents, we've had more than 5k interactions with them from individuals on the website. We saw prospects interacting with the Agent regarding application timelines, tuition, curriculum, and other items that may come through an email. This provides another avenue of access to our team while cutting down on staff needing to email back.
Levi Eastwood
Marketing Director of UCI Merage School
“Powerful tool - and there's so much more still to explore!”
I love the flexibility of the TARS chatbot design tool. The ability to drop in a new gambit and easily de-link and re-link gambits before and after it saves HOURS of time lost if I had to regenerate from scratch. TARS stands out for its flexibility, consistent performance, and outstanding support.
Aaron Rittmaster
Founder
“I like the product.”
Takes those boring forms and allows you to make the collecting of customer information enjoyable for the user. It has a lot of value and I see the company constantly working on improving it.
Pierre Rattini
Director of Marketing
“Very responsive and supportive Team”
I love how supportive and responsive the team members are. The chatbots are not difficult to build once you have an idea of what you are doing, and this is so based on the backend work Tars has completed. Also, they are flexible to the clients' requests.
Keisha Cameron
Product Manager
“Easy for cooperation and open to agreement.”
One of the biggest qualities of TARS is their ability to truly understand their clients' needs. They took the time to thoroughly assess our requirements, offering valuable insights and recommendations that we hadn't even considered. This level of personalized attention made a significant difference in the success of our project.
Milica Petrovic
Customer Care Project Associate
“Great service”
The guys at Tars are so passionate about bots and maximum engagement. Tars is overall a great product with really nice people there to help me engage and automate conversations I would have otherwise missed.
Nigel Gosling
Health Coach
“Best in class for lead generation”
TARS is an essential tool within our lead gen strategy. I started to use it a couple years ago, and the platform evolved to focus on results. You can integrate your Google Analytics, Facebook Pixel, and AdWords conversion tag to track results and measure your campaign. You can also integrate with Zapier, which opens a lot of possibilities. Compared with static landing pages, we have seen an increase in conversions and more engagement.
Leonardo Wolff
Founder
“Very professional and cooperative”
Building an automated chat that our customers actually used and reduced calls amount.
Maryam Alhaddad
Customer Journey Designer
“Flexibility and good service”
Tars platform is very flexible, so you can do pretty much any flux you desire. Also integrates with any third party through APIs with a very simple and easy-to-use interface. Also tars team is great! Always at disposal and brings suggestions and solutions for any issue encountered during the process of building the chatbot.
Lucas Von Lachmann
Process Manager
“Deserved The title of the Best Chatbot of the Year”
If you are building chatbots, you cannot go wrong with TARS. I have been with this company since their beginning. Seen how they have grown. I have tested a lot of bots, but this one is still the best out there. We use WhatsApp a lot for our business. And what I like best is that I can have 1 chatbot for website and for my WhatsApp. I especially appreciate their support team as well. Whenever I am stuck, they quickly reply to my questions.
MJ Felix
Chairman
“Advanced integration, easy to use, and very customizable.”
This chatbot does everything from AI integration to complete customization and is excellent for lead conversion in most industries. I think the pre-formatted templates are an excellent boost to get started quickly. The team is also excellent.
Rachel Rowling
Chief Operating Officer
“The chatbot implementation has exceeded expectations!”
The implementation has delivered 24/7 customer support and is proving its value by reducing Contact center calls by around 5% in just four months of operation. Beyond enhancing the e-care experience, the chatbot is driving impressive business results, achieving a remarkable 20% month-on-month growth.
Victor Pereira
Customer Care and CX Manager

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At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.

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