Sample match report
Which questions show a Higgsfield ad in an AI chat?
In Prism's own test on October 6, 2026, 0 of 10 visitor questions cleared the 0.65 match floor and showed the Higgsfield ad as an Affiliate ad card. The other 10 did not, so a card might not surface for them. These are Prism's own scores and say nothing about how any other platform behaves.
How did Prism score each question?
Prism turns the visitor's question into a bag of words and compares it with the words in the ad's headline, description and keywords. The result is a cosine score between 0 and 1. A card shows only when the score reaches 0.65. The ad's topic label is not part of the score.
The same code runs in the live chat and in this test, and the ten questions are a fixed set kept in one file. A message that touches a sensitive subject gets no card at all, whatever it scores. This table scores the ad on its own against Prism's affiliate library. In the live chat, an approved paid ad that clears the floor is shown ahead of any affiliate ad.
What did each of the 10 questions score?
| # | Visitor question | Shown | Score | Floor |
|---|---|---|---|---|
| 1 | How do I make an AI video from a text prompt? | No | 0.649 | 0.65 |
| 2 | Can I turn a photo into a video with AI? | No | 0.559 | 0.65 |
| 3 | What is the best AI video generator? | No | 0.580 | 0.65 |
| 4 | How can I create short cinematic clips without a camera? | No | 0.169 | 0.65 |
| 5 | Is there an AI tool that animates still images? | No | 0.199 | 0.65 |
| 6 | How do I make a product video with AI? | No | 0.503 | 0.65 |
| 7 | What AI tools can make videos for social media? | No | 0.399 | 0.65 |
| 8 | Can AI generate a video from a character image? | No | 0.503 | 0.65 |
| 9 | How do I improve my sleep? | No | 0.064 | 0.65 |
| 10 | What is the best CRM for a small sales team? | No | 0.049 | 0.65 |
0 of 10 questions showed a card. Questions that are unrelated to the ad score near zero, which is the intended result.
Which questions came closest to missing?
No question cleared the floor in this test. Questions that missed by the smallest margins might not surface a card, even though a person would see them as related to the ad:
- "How do I make an AI video from a text prompt?" scored 0.649, a rounding error below the floor.
- "What is the best AI video generator?" scored 0.580, 0.069 below the floor.
- "Can I turn a photo into a video with AI?" scored 0.559, 0.090 below the floor.
A question scores higher when its words overlap the ad's own wording. Different words for the same idea score lower in Prism's engine, and that is a property of word-overlap scoring, not a verdict on the product.
What ad did Prism test?
This is the ad exactly as stored in Prism's library. Prism did not write or change the wording.
- Label
- Affiliate ad
- Headline
- Make AI videos from a prompt or an image
- Description
- Turn a text prompt or a still image into a short video with Higgsfield.
- Button
- Try Higgsfield
- Keywords
- how do I make an ai video from a prompt, turn an image into a video with ai, best ai video generator, ai video generator for short clips
- Link
- Higgsfield (affiliate link)
Frequently asked questions
Is this a real ad?
The ad text on this page is the Higgsfield affiliate ad as it is stored in Prism's ad library. Prism earns a commission if a visitor buys through the link, and every card is labelled "Affiliate ad".
Does a high score mean the ad will show on ChatGPT or Google?
No. The scores come only from Prism's own matching engine. Prism has not measured any other platform and makes no claim about them.
Can I test my own ad the same way?
Yes. Paste your ad into the chat on the Prism homepage and ask questions your customers would ask. Testing is free.
Some links on this page are affiliate links. Prism Publication may earn a commission at no extra cost to you. See the other sample reports or test your own ad.