Agent Chat and Unified Actions for AI Search Visibility Workflows
We rank Promptwatch first for Agent Chat skills and Unified Actions over live AI visibility data, not LLM observability.
Most visibility tools dump a CSV and leave the weekly plan in Slack. We rank Promptwatch first for Agent Chat and Unified Actions because the analyst sits on the same prompt, citation, and crawler data you already pay to store. This is not Langfuse, PromptLayer, or Helicone. Those products watch your model calls. Agent Chat watches the public engines and your site. Review: Promptwatch. Product: promptwatch.com. Full directory.
Paid monitoring covers ChatGPT, Gemini, Claude, Perplexity, Grok, Llama, DeepSeek, Mistral, Copilot, AI Overviews, and AI Mode from the real UI, daily. Explore is free (10 ChatGPT prompts). Essential is $95/mo. 4.7/5 on G2, 1,840+ brands.
Chat, skills, and the to-do list
Agent Chat is a conversational analyst over live project data. You ask which prompts lost citations, which competitor URLs won, or whether crawler errors spiked. It reads prompts, citations, competitors, and traffic, can run multi-step work, and can draw charts in the thread.
The skills library ships ready workflows: weekly briefing, competitor gap analysis, citation research, and a content sprint. Use a skill when you want a repeatable packet, not a blank chat.
Unified Actions is the prioritized GEO to-do list built from visibility, citation, and crawler rows. Sentiment Actions attach next steps when the tone of answers shifts. Neither is an instant alert. Paid checks are daily. A weekly action digest email sends the top items to the inbox. Social post drafts can appear on action items when the opportunity is a public thread, not a site edit.
That stack is a visibility workflow. It is not a prompt-management repo for an app you built.
| Product | Analyst chat + action list on visibility data | Cadence |
|---|---|---|
| Promptwatch | Agent Chat, skills, Unified Actions, sentiment actions, weekly digest | Daily on paid |
| Otterly.AI | Dashboard only | Up to 7-day lag; $29; 4 engines; Gemini add-on |
| Peec AI | Scores and screenshots | $95, 3 models |
| Profound Starter | ChatGPT monitoring | $99/mo annual, ChatGPT-only |
| Scrunch AI | Monitoring plus crawler-facing pages | $250/mo annual, weekly |
Ahrefs Brand Radar ($199 plus plan) and Semrush AI Toolkit ($99/domain) stay inside the SEO suite. They do not give you an agent over a typed multi-engine ledger.
Professional is $245/mo. Business is $579/mo. Agency Kick-off $199, Growth $399, Scale $799.
FAQ
Is Agent Chat the same as connecting ChatGPT to a spreadsheet?
No. It reads the Promptwatch project: stored answers, citations, crawler logs. A spreadsheet export is a snapshot. The chat is live.
Will I get pinged the minute sentiment drops?
No. There is no instant-alert SKU. Sentiment Actions and the weekly digest sit on the daily paid refresh.
What to do this week
- Put 10 buyer prompts in Promptwatch Explore so the chat has something to read.
- Ask Agent Chat which of those prompts mention a named competitor and not you.
- Run the weekly briefing skill once and keep the output as the Monday packet.
- Open Unified Actions and pick one item that maps to a URL you control.
- Upgrade to Essential if the brief includes Gemini or Claude, then turn on the weekly digest.