Latest snapshot2026-08-14USmethodology registry-public-v1
Scores use a trailing 30-day window and publish only after at least 7 contested Runs. Read the methodology
Category family
AI
Brands
16
Integrations
21
Platform mix
Profiles in this Category
21 Integrations
The score for this category will be available soon. Sign up to be notified when it's live.
No spam. Unsubscribe any time.
| Profile | Platform | Brand | Primary Category | Discoverability | Added |
|---|---|---|---|---|---|
| Coval | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-07-24 | ||
| ellamind | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-07-30 | ||
| Reasoning Services | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-08-13 | ||
| Kastra | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-06-22 | ||
| Lenz | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-07-07 | ||
| OSuite | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-08-05 | ||
| Rapidata | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-07-02 | ||
| swatchdog | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-06-12 | ||
| Talarion | AI Output Verification & Grounding | Organic discovery is pending verificationGet notified when verified | 2026-07-09 | ||
| Talarion | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-05-26 | ||
Acumen by Talariontalarion.com | Talarion | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-06-04 | |
| Factagora | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-04-01 | ||
| Beike Yan | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-07-23 | ||
| Armature | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-07-25 | ||
| Coval | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-07-31 | ||
| Mnemom | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-07-11 | ||
| Neura Relay | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-06-12 | ||
| Before Babel | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-08-06 | ||
| OSuite | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-07-11 | ||
| Qu Review | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-05-23 | ||
| Beike Yan | AI Output Verification & Grounding | Organic discovery is pendingGet the score at launch | 2026-07-29 |
What belongs in AI Output Verification & Grounding?
AI Output Verification & Grounding lists profiles assigned to AI in the public rollup. When a benchmark definition is available, the competitive view narrows to its member brands.
How are AI Output Verification & Grounding profiles compared?
Profiles can appear in same-platform benchmark lineups once they have a benchmark home and public score. Cross-listed brands homed in another category appear when they measurably compete here, scored against this category's prompts. Private custom arenas are not published on category pages.
Which geography does this category use?
This page uses the geography attached to the latest public registry snapshot: US. Locale tags are not shown on public category pages.