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Recommendations & Roadmap

Turn your AI visibility data into a clear action plan

BotRank automatically generates prioritized recommendations from your visibility data, and organizes them into a roadmap so your team always knows what to work on next.

Weekly GEO recommendations email digest

Proactive recommendations based on your data

Get alerted before you even notice a drop. BotRank analyzes your performance daily across every AI engine (ChatGPT, AI Overview, Gemini, Claude and more).

As soon as a shift in perception, a lost position or a new competing source is detected, the platform automatically generates highly precise recommendations.

You stop reacting to the algorithm: you drive your own AI visibility. These strategic insights reach you directly in the interface or through a weekly email report, so you never miss an optimization opportunity.

360° coverage: content, authority, technical and configuration

Our recommendations cover every pillar of AI visibility:
  • Content: writing new articles, optimizing product pages, adding conversational paragraphs, semantic improvements.
  • Authority: identifying discussions (Reddit and others) or external media where publishing will influence the LLMs.
  • Technical: fixing tags, adding structured data, creating the files the engines expect.
  • Configuration: adjusting your BotRank settings to analyze new prompts and track new competitors.
Each task is documented with its priority level, its scope and detailed instructions to execute it.
Auto-generated GEO task list across multiple entities and markets
Bob's virtuous circle: data, recommendations and content production working together

The virtuous circle: from alert to execution by the Agent

Spotting a problem is one thing, fixing it is another. That is where the BotRank Agent (Bob) takes over.

When a recommendation suggests writing a blog post around your priority Query Fan Outs, or publishing on an influential subreddit to counter negative sentiment, the Agent can draft it for you in one click.

Whether it is producing written content or writing the exact technical code to implement, this virtuous circle lets you work through your recommendations with remarkable efficiency.
GEO Kanban board tracking optimisation tasks

A central hub to orchestrate your AI visibility

Recommendations are good, execution is better. BotRank turns your insights into concrete actions through an integrated dashboard. Built as a Kanban board, in the spirit of Trello, it centralizes every GEO and SEO optimization task you have.

No more scattered spreadsheets: you see at a glance what is to do, in progress or done. Each task is automatically categorized by theme (Content, Authority, Technical, Scope) and ranked by priority, so you can focus your effort where the impact on the LLMs (ChatGPT, Gemini, Perplexity, Claude and the rest) will be strongest.

Collaborate effectively, in-house and with your partners

Improving your AI visibility usually takes more than one kind of expertise. The BotRank roadmap is built for collaboration across contributors.

Share the board and delegate: hand code changes (configuring robots.txt, for instance) to your technical provider, assign articles based on Query Fan Out to your in-house content team, and let your SEO agency handle authority link building.

Everyone works in the same tool, with a clear view of the shared goal: owning the answers AI engines give.
Collaborative task detail view on the GEO roadmap
Impact of a completed GEO task on AI visibility, tracked on the roadmap

From action to measurable impact on your charts

The strength of the BotRank roadmap is its direct connection to the Agent (Bob) and to your performance data. One click on ask the GEO agent for help and he takes over to execute the task: copy, code, whatever it needs.

When a task moves to "Done", it is automatically marked on your visibility charts. You see immediately, and visually, the correlation between an action (publishing an llms.txt file, say) and the rise in your share of voice across the LLMs. That is the clearest proof of ROI your GEO work can produce.
TESTIMONIALS

They tested it and and recommend it

The tool helps you understand how AI engines talk about a brand, which topics to position yourself on, and what content to produce. It's also very useful for identifying what's already working for others and drawing inspiration from it.
Renaud Loubert, Head of Marketing de Leviia
Renaud Loubert - Head of Marketing Leviia
We work on our SEO every single day and it’s a key challenge for our platform.
BotRank meets our expectations by making analysis easier and providing a solid list of technical points to optimize.
Benoit Grassigny, CEO de Finishers.com
Benoit Grassigny - CEO
Finishers.com
Platform is straightforward and provides all the information we need: our rankings, those of our competitors, the most cited sources, optimization opportunities... The team is always open to our suggestions.
Juline Azoulay, Growth Marketer chez Asys Logiciels
Juline Azoulay - Growth Marketer
Asys Logiciels
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How Conectic+ drives +120% e-commerce revenue and boosts in-store traffic via AI Search

Frequently asked questions

How does BotRank generate recommendations?

BotRank analyzes your daily visibility data across every AI engine, ChatGPT, AI Overview, Gemini, Claude, Perplexity and more, and automatically detects shifts in perception, lost positions and new competing sources. Each detection is turned into a precise, actionable recommendation.

How do I prioritize my roadmap?

Recommendations are automatically ranked by potential impact on your AI visibility, so you can focus on the actions that move the needle first. You can also reorder, assign and track them directly from your roadmap.

Can I assign recommendations to my team?

Yes. Each recommendation can be assigned to a team member, given a status, and tracked through to completion, so your GEO roadmap stays organized and actionable.

How often is the roadmap updated?

New recommendations are added as soon as BotRank detects a relevant change in your visibility, your competitors, or the AI engines you are tracked on, keeping your roadmap always up to date.