Entidex · Signal Layer
We query Claude, ChatGPT, Gemini, Grok and Perplexity at regular intervals and grade their answers against a known ground truth. The result is a live picture of AI engine awareness lag — per model, per topic, with retrieval on or off.
Tracking awareness scores for ARM Holdings over recent AI engine queries.
How well each LLM knows ARM Holdings — by topic and retrieval mode.
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ●Claude | 85 | 76 |
| ●ChatGPT | 82 | 82 |
| ●Gemini | 65 | 65 |
| ●Grok | 85 | 82 |
| ●Perplexity | 82 | 85 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ●Claude | 79 | 79 |
| ●ChatGPT | 75 | 82 |
| ●Gemini | 75 | 65 |
| Model | Retrieval OFF | Retrieval ON |
|---|---|---|
| ○Claude | 72 | 39 |
| ●ChatGPT | 82 | 82 |
| ●Gemini | 22 | 85 |
| ○Grok | 25 | 32 |
| ●Perplexity | 85 | 85 |
| ●Grok | 82 | 85 |
| ●Perplexity | 45 | 85 |
