AI product recommendation intelligence
Know when AI
recommends
your products.
Track which products AI assistants recommend, which competitors win instead, and the evidence behind every answer.
Aurora Pro 14 · Notebooks
Global · AI assistants · Sep 28, 2026
Top competing products (recommended in answers)
- TechPrime 88 of 15
- Northwind Book 155 of 15
Example consumer prompt
“Qual notebook é melhor para trabalho remoto com orçamento de até R$5.000?”
Track product recommendations
See how often your products are recommended across leading AI assistants.
See why competitors win
Inspect the actual answers to understand which competitors are recommended instead and why.
Improve product readiness
Identify clear opportunities to strengthen your product data and increase recommendation relevance over time.
Free diagnostic is an experimental API-based analysis and does not replicate the consumer ChatGPT interface.
We analyze a standardized set of prompts using public AI assistant APIs to measure mentions and recommendations. Results may differ from what individual users see in conversational interfaces like ChatGPT.
How a diagnostic works
- 1
Define the product set
Add up to 3 of your electronics products and up to 3 competitors per diagnostic.
- 2
Approve the prompts
Choose or edit 5 unbiased consumer buying questions. Analysis prompts always run in Portuguese for the Brazilian market.
- 3
Collect 15 observations
Each prompt runs 3 times on one provider, giving a 15-answer sample per diagnostic.
- 4
Read the evidence
Every count links back to the exact answer, with provider, model, mode and timestamp attached.
Scope of this MVP
Gengine currently covers consumer electronics only: laptops, smartphones, tablets, TVs and monitors, headphones and audio, gaming and peripherals. Brazil is the first market; the interface is available in English and Portuguese.