What tools recommend content to improve visibility in AI search? Our agency workflow
The tools we use to decide what content to write or refresh to improve visibility in AI search: gap analysis, citation evidence, refresh suggestions and publishing.
Clients rarely ask for a tracker. They ask what to write. That is the real question behind "what tools recommend content to improve visibility in AI search", and it is where many programs stall: the dashboard shows a gap, and nobody knows which page closes it.
This is how we move from gap to page, and which tools we trust for each step.
Why most content recommendations disappoint
A classic content optimizer reads the top search results and tells you which terms to add. That helps a draft rank. It does not tell you why ChatGPT named three competitors and skipped you.
AI answers are built from a fan-out of sub-queries, and the engine cites sources that answer those sub-queries well. A recommendation worth following should come from the data on those answers: which prompts you miss, which pages and domains were cited instead, and what format those sources use. Without that, you are guessing with better grammar.
Our working sequence
Step 1: find the gaps
We start with content gap analysis in Promptwatch, which scores coverage per prompt. It shows where competitors are named and your site has no page, or a weak one. We sort by commercial value, not by size of the gap.
Step 2: read the citations
Citation analytics show which pages and domains engines cite for those prompts. Citation Trends classify citations by content type and source type, so we can see whether engines favor comparison pages, how-to guides or forum threads for a topic. That decides the format of the page we write. Offsite mentions, where a brand is named on a third-party page without a link, show where outreach would help more than a new article.
Step 3: check the plumbing
Before any new page, we look at Agent Analytics. Real AI crawlers, such as GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot and PerplexityBot, are logged with IP verification. If a bot is hitting errors on the page we want cited, the fix is technical. Crawler logs start on Professional.
Step 4: refresh before you create
Existing pages that nearly get cited are the cheapest wins. Content Refresh produces diff-style update suggestions for existing pages, so an editor can accept or reject changes. We prefer this to a rewrite because the page already has history.
Step 5: draft and publish with approval
On-demand Content Creation drafts from a brief, and the Knowledge Base, available from Professional up, keeps product facts consistent. On Business and Enterprise, the Content Agent can plan, write and publish on a schedule. Our rule is that a client-facing agent runs with a review inbox. Hands-off mode has a quality check, but we reserve it for low-risk content. Publishing goes to WordPress, Webflow or Framer. One caveat: Framer has no per-item publish, so going live redeploys the whole site.
Step 6: close the loop
The Action Board turns the data into a prioritized to-do list. A Discovery agent investigates weekly and suggests up to five evidence-backed actions per run, with assignees and comments. We use it as the client's backlog.
Where the other tools fit
We do use content optimizers. Writers like a grader, and tools such as Surfer, Clearscope and Frase are comfortable for that job. Frase and Surfer have added AI tracking, and Clearscope tracks ChatGPT and Gemini queries. They work well for polishing a draft once the topic is decided. They are not where we decide which topic.
AthenaHQ and Goodie turn visibility gaps into actions too, and both are credible. Agentic writers such as Outrank or SEObot can produce volume, but volume without a gap analysis is just more pages.
Plan notes
Agency plans do not include AEO articles, the Knowledge Base, or the automated Content Agent. If you want those, the brand plans carry them: Professional at $245 includes 5 AEO articles and Business at $579 includes 10 plus the Content Agent. Agency plans from $199 give unlimited projects and prompts, which is better for tracking and reporting across many clients.
What to tell clients
Recommendations improve odds. They do not guarantee a citation. Engines change answers between runs, and a page can take time to be picked up. We show a trend over weeks, and we credit changes only when the crawler logs and citation data agree.
Start with ten prompts that matter, fix the closest misses first, and publish with a human in the loop.