AI+ Agent: Optimize your visibility in ChatGPT responses

At a glance

What you will do: Audit and optimize your content to be better cited by ChatGPT and generative AIs

Time required: 15-20 minutes per content

Ideal for: Content Managers, SEO Managers, editorial teams who want to maximize their visibility in AI-generated responses

What is this for?

You produce quality content, but when your potential customers ask questions to ChatGPT, it's your competitors who are cited as sources. You don't understand why your expertise doesn't appear in these responses that are nevertheless crucial for your visibility.

The GEO Expert agent solves this problem by allowing you to:

• Understand precisely why your content is not cited by ChatGPT
• Analyze the strengths of competing content that is being cited
• Get actionable recommendations to optimize your content according to 6 key dimensions

With the rise of ChatGPT and generative AIs, GEO (Generative Engine Optimization) is becoming as strategic as traditional SEO. Being cited as a source by AIs means reaching millions of users who will never go through Google.

Tip 💡: Generative AIs like ChatGPT choose their sources according to specific criteria: technical depth, clear structure, enriched elements... The GEO Expert agent reveals exactly where your content falls short.

What you'll get

A comprehensive analysis report including:

1. Your current positioning

• Are you already cited by ChatGPT? At what position?
• Which competitors are better positioned than you?

2. A comparative analysis across 6 key dimensions

• Editorial angle: Is your perspective sufficiently distinctive?
• Hn structure: Are your headings and subheadings logical and optimized?
• Technical depth: Is your content detailed and expert enough?
• Enriched elements: Do you have tables, lists, concrete data?
• Readability: Is your content easy to understand and scan?
• Introduction quality: Does your intro grab attention immediately?

3. Prioritized recommendations

• The 2–3 priority actions to improve your ranking
• Concrete, actionable suggestions for each dimension

[Illustration suggérée : capture d'écran du rapport d'analyse de l'agent GEO Expert montrant les 6 dimensions avec scores]

Before you start

Make sure that:

• You have identified a ChatGPT prompt that is representative of your target audience (the typical question your users would ask ChatGPT)
• Your content is already published or ready to be published in the Semji editor
• You have defined your main objective: to be cited for the first time, to improve your current position, or to maximize the relevance of your content

Good to know ℹ️: The GEO Expert agent is available only for Suite, Premium, Enterprise and Unlimited plans. Each analysis uses 10 AI credits.

How to do it

1) Access the GEO Expert agent

• Open your content in the Semji editor
• Click the "Agents" icon in the right-hand sidebar
• Select "GEO Expert" from the list of available agents

2) Set up your ChatGPT objective

The agent asks you for two essential pieces of information to personalize its analysis:

Question 1: What is your main objective with this content in ChatGPT?

Sample answers:

• "To be cited and mentioned by ChatGPT as a reference source"
• "Improve my current position and move from 4th to 1st place"
• "Maximize the relevance of my content with respect to the frequent questions in my industry"

Question 2: Which type of optimization would you like to prioritize?

Sample responses:

• "Strengthen the editorial angle and the technical depth of the content"
• "Improve the Hn structure and the organization of sections"
• "Enrich the content with tables, lists and concrete data"

Tip ✅: Be as specific as possible in your answers. The agent will tailor its recommendations based on the priorities you declare.

3) Start the analysis

• Click the agent to launch it
• The agent analyzes your content in real time
• It compares your content with the sources currently cited by ChatGPT for similar prompts

Cost: 10 AI credits

Good to know ℹ️: The analysis usually takes between 30 seconds and 2 minutes depending on the length of your content.

4) View the comparative report

The agent provides you with a structured report that includes:

Your current positioning

• Is your content already being cited by ChatGPT?
• If so, in what position in the order of sources?
• Which 3–5 competing pieces of content are ranked higher?

Detailed analysis across the 6 dimensions

For each dimension, the agent tells you:

• Your current level (low / medium / good / excellent)
• The strengths identified in your higher-ranked competitors
• The specific gaps to fill
  
  

Actionable recommendations

The agent prioritizes 2–3 immediate actions, for example:

• "Add a comparison table in your section 'The different types of...'"
• Restructure your H2 headings to follow a logical progression: problem → solution → implementation
• Enrich your introduction with concrete, numerical data

Tip 💡: Focus first on the recommendations labeled "high priority." You can refine the others in a second iteration.

5) Apply the recommendations

Two options are available to you:

Option 1: Manual application

• Locate each recommendation within your content
• Make the suggested changes
• Save your new version

Option 2: Automatic rewriting

• At the end of its analysis, the agent offers you recommendations
• Under each recommendation block, you will see the "Replace content" icon
• Click it to insert the agent's recommendation

Cost: 10 additional AI credits for the rewrite

Good to know ℹ️: You can chat with the agent to refine certain recommendations before launching the rewrite (cost: 10 AI credits per message).

Options and variants

To customize or extend the use of the GEO Expert agent:

To go further in the analysis

• Ask the agent follow-up questions on specific points: "Can you detail why my introduction is judged weak?"
• Request a targeted comparison with a specific competitor: "Compare my content specifically with [competitor URL]"
• Test several different ChatGPT prompts to validate the robustness of your content

To optimize multiple pieces of content at scale

• Create a checklist of the agent's recurring recommendations
• Prioritize your strategic content (high business value + strong potential for being cited)
• Train your writers on the GEO criteria identified by the agent

Why is this useful?