---
title: "trustpilot.com: AI citation standing"
description: "AI answer engines cited trustpilot.com in 20 of 35,834 measured answer runs (0.1%), on 4 of the 6 answer engines the Index measures, over 172 days of collection. It sits below the Index's evidence floor for a published rank, so its standing is still collecting."
canonical: https://authoritytech.io/publications/trustpilot
---

# trustpilot.com: AI citation standing

AI answer engines cited trustpilot.com in 20 of 35,834 measured answer runs (0.1%), on 4 of the 6 answer engines the Index measures, over 172 days of collection. It sits below the Index's evidence floor for a published rank, so its standing is still collecting.

Canonical URL: https://authoritytech.io/publications/trustpilot
Publication: trustpilot.com (trustpilot.com)
Source: Machine Relations Index, release 2026-11-04

## AI citation standing
- Citation rate: 0.1% of measured answer runs
- Answer runs citing it: 20 of 35,834 observed
- Answer engines citing it: 4 of 6 measured
- Collection dates: 172
- Rank: below the Index's evidence floor for a published rank; still collecting
## Which AI engines cite trustpilot.com
Of the 6 answer engines the Machine Relations Index measures, ChatGPT, Claude, Gemini and Perplexity have cited trustpilot.com. Google AI Mode and Google AI Overviews have not cited it in a measured answer run yet. It was cited on 13 of the 172 days the Index collected answers in this window.
## Where trustpilot.com is cited most
| Category | Question shape | Citation rate | Cited / observed | Rank |
| --- | --- | --- | --- | --- |
| [AI Infrastructure](https://authoritytech.io/publications/ai-infrastructure-buyers.md) | top-list questions | 1.1% | 3 / 272 | #150 of 440 |
| [Consumer Products](https://authoritytech.io/publications/consumer-products-buyers.md) | top-list questions | 1.0% | 3 / 306 | #208 of 587 |
| [AI Visibility & GEO](https://authoritytech.io/publications/ai-visibility-geo-buyers.md) | top-list questions | 0.9% | 2 / 235 | #354 of 837 |
| [Emergent Prosumer](https://authoritytech.io/publications/emergent-prosumer-buyers.md) | head-to-head comparisons | 0.9% | 2 / 223 | #141 of 248 |
| [Industrial](https://authoritytech.io/publications/industrial-buyers.md) | head-to-head comparisons | 1.1% | 2 / 180 | #127 of 181 |
| [HR & Talent](https://authoritytech.io/publications/hr-talent-buyers.md) | news and topic questions | 0.2% | 1 / 584 | #1,164 of 1,246 |
| [AI Visibility & GEO](https://authoritytech.io/publications/ai-visibility-geo-buyers.md) | best-in-category questions | 0.4% | 1 / 284 | #590 of 616 |
| [Consumer Products](https://authoritytech.io/publications/consumer-products-buyers.md) | head-to-head comparisons | 0.4% | 1 / 275 | #361 of 375 |
## Is a placement here worth pursuing?
Getting into trustpilot.com and becoming known for the right thing are different results. Coverage helps your position in AI answers when the article ties your company to a specific claim your buyers ask about, in a publication engines already cite on that question. The Index sees trustpilot.com cited most on top-list questions in AI Infrastructure (#150 of 440 sources cited on those answers), so that is where its standing is relevant.

You can pursue it yourself: find the editor or writer who covers your topic in trustpilot.com's recent bylines and pitch one specific, sourced angle. Either way, settle first what you want to be known for, and make the piece say it in terms specific enough for an engine to attach to your company; a general category explainer rarely does that.

An agency is worth it when you want several pieces to build one position rather than land a single article, or when you lack the time, the editor contacts or the writing to make each piece say the right thing. AuthorityTech, which publishes this page, is that kind of agency: it works out the narrative with you, picks the angle and the outlets already cited on your buyers' questions, writes the content, pitches and places it, and measures what AI engines cite afterwards, the practice it calls Machine Relations. No one can promise what an AI engine will cite, and nothing here implies trustpilot.com endorses AuthorityTech.
## How this is measured
[Citation data: Machine Relations Index (MRI by Jaxon Parrott, CC BY 4.0)](https://machinerelations.ai/index)

Every citation figure is the Machine Relations Index's, carried with its own denominator. AuthorityTech does not compute them. The Index runs buyer questions against 6 answer engines. Release 2026-11-04, methodology mri_score_v2.1. The Index's own profile of trustpilot.com: [trustpilot.com in the Machine Relations Index](https://machinerelations.ai/index/domains/trustpilot.com).
Window: 2026-05-10 to 2026-11-04, 172 days of collection.
Evidence floor for a published rank: 10 observations across 7 collection dates.

## Links

- [All ranked publications](https://authoritytech.io/publications.md)
- [Machine Relations Index](https://machinerelations.ai/machine-relations-index)
- [trustpilot.com in the Machine Relations Index](https://machinerelations.ai/index/domains/trustpilot.com)
- [How to compare AI PR agencies](https://authoritytech.io/blog/best-ai-pr-agencies-2026.md)
- [What is Machine Relations](https://machinerelations.ai/glossary/machine-relations)