Quick Answer
The answer is image files (JPEG, PNG) and URLs pointing to images. Einstein Vision is built specifically for visual data analysis, meaning its input must contain pixel-based information that the model can process through convolutional neural networks for tasks like object detection or image classification. The service does not accept video, text, or audio because those data types require temporal or linguistic processing outside its core vision capabilities. On the Salesforce AI Associate exam, this question tests your understanding of Einstein Vision’s fundamental input constraints—a common trap is confusing it with Einstein Bots or Einstein Language Services, which handle text or audio. A reliable memory tip is to think of “eyes only”: if the data isn’t something you can see in a single static frame, it won’t work. For the exam, remember that both direct file uploads and remote image URLs are valid, but never video streams or audio clips.
This AI Associate practice question tests your understanding of ai fundamentals. Read the scenario carefully and evaluate each option against the stated constraints before committing to an answer. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Which TWO data types can be used as input for Einstein Vision?
Video files (MP4).
Why wrong: Video is not supported.
URLs pointing to images.
URLs are accepted as references to images.
Image files (JPEG, PNG).
Images are the primary input.
Text documents (PDF).
Why wrong: Text is processed by Einstein Language.
Audio files (WAV).
Why wrong: Audio is not supported.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
URLs pointing to images.
Einstein Vision is designed to analyze and classify visual content, specifically images. It accepts image files (JPEG, PNG) and URLs pointing to images as input, allowing the model to process the visual data for object detection, classification, or other vision tasks. Video, text, and audio files are not supported because the service is not built for temporal or non-visual data.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Video files (MP4).
Why it's wrong here
Video is not supported.
URLs pointing to images.
Why this is correct
URLs are accepted as references to images.
Related concept
Read the scenario before looking for a memorised answer.
Image files (JPEG, PNG).
Why this is correct
Images are the primary input.
Related concept
Read the scenario before looking for a memorised answer.
Text documents (PDF).
Why it's wrong here
Text is processed by Einstein Language.
Audio files (WAV).
Why it's wrong here
Audio is not supported.
Common exam traps
Salesforce often tests the misconception that Einstein Vision can handle video or multimedia files because it is an 'AI' service, but the exam specifically limits input to static images and image URLs.
Detailed technical explanation
Under the hood, Einstein Vision uses convolutional neural networks (CNNs) trained on labeled image datasets to extract features and classify content. When a URL is provided, the service fetches the image via HTTP/HTTPS, decodes it into a pixel matrix, and runs inference. A subtle behavior is that the image must be publicly accessible or base64-encoded; private URLs without proper access will result in a 403 error. In real-world scenarios, this is critical for e-commerce product tagging where product images are hosted on CDNs.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
A practitioner preparing for the AI Associate exam encounters this exact type of scenario on the job. The correct answer here is not the most general option — it is the best answer for the specific constraint described. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Real exam questions reward reading the full scenario before eliminating options, because the constraint defines which answer fits.
What to study next
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FAQ
AI Fundamentals — This question tests AI Fundamentals — Read the scenario before looking for a memorised answer..
The correct answer is: URLs pointing to images. — Einstein Vision is designed to analyze and classify visual content, specifically images. It accepts image files (JPEG, PNG) and URLs pointing to images as input, allowing the model to process the visual data for object detection, classification, or other vision tasks. Video, text, and audio files are not supported because the service is not built for temporal or non-visual data.
Identify which exam domain this question belongs to, review the core concept, then practise similar questions from the same domain.
Read the scenario before looking for a memorised answer.
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Last reviewed: Jun 30, 2026
This AI Associate practice question is part of Courseiva's free Salesforce certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI Associate exam.
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