Roman reads the AI answers for your tracked prompts, then ranks the articles to write and publications to pitch.
Strategy and the specific actions to take from your latest AI visibility run.
Weekly Agent moves, merged when the same issue keeps recurring.
Roman scores each idea on the gap it closes and who is asking, so you start at the top.
Does a competitor own this answer today?
Is a buyer asking, or just reading up?
Does the answer lead back to your product?
Is it new, or already on your site?
Topic-cluster and competitor-citation content gaps mapped to the exact prompts they support, ranked by visibility opportunity.
Buying prompts resolve to Dealgrid-owned comparisons on 4 of 5 providers. An owned, honest comparison gives the engines something to cite.
Answer engines describe Acme’s automation vaguely or omit it. A direct answer page makes the capability retrievable.
Listicles dominate this cluster and Acme appears in none of them. An owned list is the fastest route into the answer.
Informational cluster with low buying intent, but no competitor owns it yet.
Add suggestions to a plan, edit the keyword, title, and angle, then schedule the batch.
3 articles selected from AI visibility gaps.
Roman finds the contact, writes the pitch, sends it from your Gmail, follows up, and sorts every reply.
Cited third-party pages where inclusion outreach may improve answer-engine visibility.
stackwise.co/blog/best-crm-for-startups
This independent publication source is cited by ChatGPT, Gemini, and Perplexity for 3 tracked prompts. Consider pitching Acme for inclusion where the page has a legitimate editorial or listing path.
softlist.com/categories/crm/small-business
dealgrid.com/comparisons/crm-alternatives
Names and addresses, checked and marked verified or best guess.
Four emails over 14 days from your Gmail. Approve each one, or let Roman send.
Replies are tagged by intent, with the next step already suggested.
Every run re-checks the same prompts, so you see mentions, citations, and share of voice move.
Which CRM is best for early-stage startups?
How often your brand is mentioned
How often AI links to your site
How prominently you appear when cited
How positively AI describes you
| Provider | Share of voice | Visibility | Citations |
|---|---|---|---|
| 38% | 80% | 60% | |
| 31% | 60% | 40% | |
| 44% | 100% | 80% | |
| 22% | 40% | 20% | |
| 9% | 20% | 0% |
Your latest completed AI visibility run — the tracked prompts, provider responses, brand mentions, and citations collected in it.
Nothing outside that run’s data is used to generate them.
The analysis works only from run evidence, and any suggestion without at least one evidence item is dropped before it reaches you.
Every suggestion you see carries the prompts and providers it was derived from, so you can check it.
No. A suggestion becomes a scheduled article you review and edit, and publishing to your CMS still needs your approval.
Only if you turn on Auto-send. In Suggest you approve every email, and in Auto-draft you approve them in batches.
Mark it reviewed, or dismiss an action item. It leaves the active list, and the same issue won’t return as a new card.
No. Roman sits on top of Search Console, Ahrefs, and your CMS, and turns what they show into work you can schedule.
See the articles and publications Roman would put first for your tracked prompts.