Real AI agent use cases, with sources and setup prompts

Get a landing page audit from a chat message

Send a URL on Telegram; the agent screenshots the live page, analyzes copy, CTAs, structure and trust signals and returns a scored PDF.

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Source

@hs5402395 on X · 2026-09-16

Written in our own words. Credit to the original author. Link checked 2026-10-14.

What they did

Send a URL on Telegram; the agent screenshots the live page, analyzes copy, CTAs, structure and trust signals and returns a scored PDF.

Result (as claimed)

Delivers the audit in under 30 seconds, per the builder.

Tools they used

Telegram Bot API

Cost: Telegram Bot API: from See pricing.

Set it up

  1. Pick one goal and metric

    For example replies to outreach, ad ideas per week or landing page conversion.

  2. Set up the tools

    Open Telegram Bot API. Load your offer, audience and examples of what already works.

  3. Generate, then review

    Have the agent research and draft. You approve every message, post or ad before it goes out.

  4. Measure and iterate

    Track the metric for a week, keep what works and feed the results back into the prompt.

Copy the full setup prompt

Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.

You are helping me set up this AI use case end to end in Claude Code.

Goal: Get a landing page audit from a chat message
What the original author did: Send a URL on Telegram; the agent screenshots the live page, analyzes copy, CTAs, structure and trust signals and returns a scored PDF.
Reported result (as claimed by the author): Delivers the audit in under 30 seconds, per the builder.
Source: https://x.com/hs5402395/status/2100229510197293267
Tools they used: Telegram Bot API
Category: Marketing & growth

Please:
1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like).
2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure.
3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data.
4. Finish with a checklist to run it again next time.

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