Vendor website benchmark · category
AI visibility monitoring vendors, measured on their own websites
Tools that report how brands appear inside AI answers. Their own homepages are measured here by the same scan a customer gets - no product test, no prompt panel.
Listed
22
Currently measurable
20
Median website score
83
Categories are editorial and unscored; membership never moves a score. Ungraded vendors sort after measured ones and are never coerced to zero. Score version 34.
| Vendor | Website score | Reach | Read | Quote | Findings | llms.txt | Entity map | Measured |
|---|---|---|---|---|---|---|---|---|
| Machine Relations machinerelations.ai | 93 A | 96 | 91 | 92 | 3 | present | absent | 2026-10-30 03:33Z |
| Knowatoa knowatoa.com | 90 A | 98 | 88 | 81 | 1 | present | absent | 2026-10-30 13:03Z |
| Goodie higoodie.com | 87 C | 88 | 84 | 90 | 3 | present | absent | 2026-10-26 05:03Z |
| Evertune evertune.ai | 86 A | 94 | 79 | 82 | 2 | present | absent | 2026-10-27 19:04Z |
| Profound tryprofound.com | 86 C | 95 | 79 | 80 | 5 | absent | absent | 2026-11-02 10:08Z |
| Rankscale rankscale.ai | 86 A | 90 | 88 | 79 | 3 | present | absent | 2026-11-02 10:36Z |
| Brandlight brandlight.ai | 85 A | 90 | 84 | 79 | 2 | present | absent | 2026-10-26 15:34Z |
| LLMrefs llmrefs.com | 84 C | 90 | 78 | 82 | 3 | present | absent | 2026-10-30 16:07Z |
| Meltwater meltwater.com | 84 C | 90 | 80 | 80 | 3 | present | absent | 2026-10-30 23:35Z |
| Mentionlytics mentionlytics.com | 83 C | 93 | 67 | 84 | 6 | absent | absent | 2026-10-31 00:04Z |
| Brand24 brand24.com | 82 C | 85 | 81 | 80 | 5 | present | absent | 2026-10-26 15:04Z |
| Brandwatch brandwatch.com | 82 C | 86 | 75 | 84 | 5 | absent | absent | 2026-10-27 17:04Z |
| Otterly otterly.ai | 80 C | 85 | 76 | 78 | 5 | present | absent | 2026-10-28 03:34Z |
| Athena athenahq.ai | 79 B | 100 | 76 | 54 | 4 | present | absent | 2026-11-02 09:36Z |
| Gauge gauge.sh | 72 B | 89 | 85 | 36 | 4 | absent | absent | 2026-10-27 07:34Z |
| Peec AI peec.ai | 69 C | 90 | 76 | 33 | 6 | absent | absent | 2026-11-02 09:37Z |
| Relixir relixir.ai | 68 D | 83 | 80 | 35 | 5 | absent | absent | 2026-10-31 18:35Z |
| TrackerAI trackerai.io | 63 D | 82 | 77 | 24 | 5 | absent | absent | 2026-10-27 13:04Z |
| Profound profound.dev | 57 D | 73 | 85 | 7 | 4 | absent | absent | 2026-10-31 14:34Z |
| Geoptimize geoptimize.ai | 39 F | 38 | 40 | — | 3 | absent | absent | 2026-10-03 09:17Z |
| PromptWatch promptwatch.io | Alias of promptwatch.com | — | — | — | — | absent | absent | 2026-10-31 16:05Z |
| Scrunch scrunch.ai | Measurement incomplete — no grade | — | — | — | — | absent | absent | 2026-11-02 10:36Z |
Compare within this category
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