Your action plan
Share-of-voice over time (per engine)
% of tracked prompts where your brand was mentioned. Hourly tracking; daily rollup.
Citation source mix
Where AI engines pull citations from when answering your tracked prompts.
Multimodal brand audit — what GPT-4V actually sees on your homepage (none of our competitors do this)
No audit yet.
We screenshot your homepage at iPhone-13 viewport, hand it to Qwen2.5-VL-7B (the open-source equivalent of GPT-4V), and surface the brand info AI vision can't extract.
Visual GEO — image-search citation likelihood (CLIP+BGE retrieval, what ChatGPT Vision and Pinterest Lens use)
No visual GEO run yet.
Citation source intelligence — which URLs drive citations for you vs each competitor (last 30d)
| Driver URL | Class | Drives citations for | Count |
|---|---|---|---|
| No citations yet — run a scan. | |||