Agent Sightings Real agent use cases

Run an SEO research agent from Telegram

From the linked report, dheeraj Sharma linked Manus to Telegram by scanning a QR code. He uploaded the three context files he already Leaned on in Claude Code, then sent one prompt asking for an SEO knowledge base and a keyword and content brief for a road-trip topic. The brief took about 5 minutes and 148 credits, was rated 4/5, and cited 9 sources.

Agent or tool
Manus
Topic
Sales & Marketing
Reported on
Blog
Added
2026-10-15

Why it matters

Sales and marketing run on research, lists and follow-ups. Agents are starting to take on that groundwork, freeing people for the conversations that actually close deals. It is one of 63 sightings filed under Sales & Marketing on Agent Sightings (number 15 by interest), and one of 22 involving Manus.

How you could try it

Here is a reusable prompt, written by us in our own words, that captures the task. Paste it into Manus or any similar agent and adjust the details to your situation.

GTM task: run an SEO research agent from Telegram. Produce drafts and a prioritized list only; no sends or publishes without approval.

Tip: Start small: run it once on a low-stakes example, read what the agent did, and only then let it run on real work.

Source

Read the original first-hand account on Blog: https://aimaker.substack.com/p/manus-claude-code-agents-review. Our summary is a paraphrase; details are in the source.

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