// intel / ai_drift
How AI describes marketing vendors
Every week we ask Gemini and Perplexity what they know about each vendor in our directory, then compare their answers against the verified facts on every vendor page. Below: who's invisible to AI, whose AI descriptions contradict reality, and who's winning the answer box.
487 audited responses · refreshed weekly
$ hallucination_leaders
Vendors whose AI descriptions contain the most contradictions to their verified profile.
- WriterEnterprise Content Platform · 12 responses · last 8 days ago12hallucinations
- OmnekyCreative Generation · 12 responses · last 8 days ago7hallucinations
- Hightouch AI DecisioningWarehouse-Native AI · 12 responses · last 8 days ago7hallucinations
- LavenderSales Enablement · 9 responses · last 8 days ago6hallucinations
- RunwayVideo Generation · 9 responses · last 8 days ago5hallucinations
- ArtisanAI SDR · 12 responses · last 1 day ago4hallucinations
- WritesonicContent Generation · 12 responses · last 1 day ago3hallucinations
- 11xAI SDR · 12 responses · last 1 day ago3hallucinations
- TypefaceEnterprise Content Platform · 12 responses · last 1 day ago3hallucinations
- DecagonConversational AI · 12 responses · last 1 day ago2hallucinations
$ invisible_to_ai
Vendors that AI assistants don't recommend even when asked about their category.
No data yet. The first weekly audit will populate this.
$ ai_answer_winners
Vendors most consistently surfaced by AI assistants.
- WritesonicContent Generation · 12 responses · last 1 day ago100%visibility
- ArtisanAI SDR · 12 responses · last 1 day ago100%visibility
- PersadoMessage Optimization · 12 responses · last 1 day ago100%visibility
- AttentiveSMS Marketing · 12 responses · last 1 day ago100%visibility
- Surfer SEOSEO Content Optimization · 12 responses · last 1 day ago100%visibility
- ElevenLabsVoice AI · 12 responses · last 1 day ago100%visibility
- Canva Magic StudioCreative Generation · 12 responses · last 1 day ago100%visibility
- ClayData Enrichment · 12 responses · last 1 day ago100%visibility
- 11xAI SDR · 12 responses · last 1 day ago100%visibility
- Adobe FireflyCreative Generation · 9 responses · last 8 days ago100%visibility