Visibility
The share of AI conversations where your brand is mentioned at all — the difference between being in the answer and being invisible. Measured prompt by prompt and model by model.
Share of AI answersAI assistants and answer engines are the new front page. DOSANIM tracks how they mention, rank, and describe your brand across every major model — and turns those answers into visibility, position, and sentiment you can actually move.
Large language models now recommend products, compare options, and answer the questions buyers used to type into a search bar. DOSANIM organizes everything they say about you around three core metrics.
The share of AI conversations where your brand is mentioned at all — the difference between being in the answer and being invisible. Measured prompt by prompt and model by model.
Share of AI answersWhere your brand ranks inside an AI-generated answer, relative to everyone else in the set. Being named third in a recommendation reads very differently from being named first.
Rank within answersHow favorably a model portrays you when it does bring you up — the tone, the framing, the caveats. Together with visibility and position, it shows exactly how LLMs are shaping perception.
Favorability & framingSet up the prompts that matter, watch your visibility build, and act on what's actually moving the answer. That's the whole loop — and it's the whole point.
Create a workspace with your brand name and domain. DOSANIM suggests prompts drawn from real customer questions, and your first visibility insights appear in the dashboard within minutes — no tagging marathon, no implementation project.
Tracked prompts run once every 24 hours across the AI models you choose, building trend data over time. Filter by model, country, or tags like persona and funnel stage, and add competitor brands to benchmark your standing across the market.
See which sites and sources shape AI answers, then follow clear recommendations — building profiles on frequently cited review sites, joining the right community discussions, pursuing digital PR — to improve exactly where it counts.
Most generative- and search-optimization platforms answer every question except the one you actually have: what do I do next? DOSANIM is the opposite — a simple loop you can run in an afternoon.
Heavy SEO suites & DIY spreadsheets
Set up prompts, view AI visibility, act on citations
From the first mention to the source that earned it, DOSANIM brings every signal that shapes a generative answer into a single, calm place — and lets you take the data anywhere you already work.
Share of AI answers that mention you.
Where you rank inside each answer.
How favorably models describe you.
The URLs answers explicitly cite.
Sites that inform answers, cited or not.
Benchmark your standing in any market.
Track across the assistants you choose.
Compare answers region by region.
Group prompts by customer type.
Awareness vs. purchase-intent queries.
Prompts re-run daily for trend data.
GEO actions to improve your standing.
Send a read-only view to anyone.
Take the raw numbers anywhere.
Pipe data into your dashboards.
Feed visibility into custom workflows.
A single, legible path from setup to results — with the citation and source analysis that makes the difference built right in.
Add your brand name and domain — that's the whole setup. DOSANIM uses it to understand who you are and what you sell, then starts listening for you across AI answers.
We suggest prompts drawn from the real questions your customers ask. Keep the ones that matter, tag them by persona or funnel stage, and add the competitor brands you want to benchmark against.
Your prompts run once every 24 hours across the AI models you choose. Visibility, position, and sentiment begin trending from day one — filterable by model and by country, so you can compare segments side by side.
See which sites shape each answer — distinguishing content that merely informs the model from URLs it explicitly cites — with citation frequency viewable down to the domain or the individual page.
Turn insight into movement: build profiles on frequently cited review sites, join the right community discussions, and pursue digital PR — the heart of generative engine optimization (GEO).
Set up your first workspace, or talk to us about tracking your brand across AI assistants and answer engines. Tell us a little about your team and we'll take it from there.
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