The AI Visibility Playbook for your industry.
Get the deep-dive AI Visibility report for your industry: the publishers AI cites, the creators it trusts, and the engine strategy to win the AI answer in your category.
Most brands use generic AI visibility best practices, yet wonder why they're not leading their category.
FAQ schema, cleaner content, a presence on Reddit. If you're using the generic AI visibility checklist, you're doing exactly what every other brand does. Which is exactly why it no longer wins. Instead, to win big, you need a real edge.
Our research proves that AI engines behave differently across industries.
The sources AI cites in your industry are not the same as in automotive or beauty. The engines that matter in finance don't apply in CPG. And sometimes, what works in one category actively hurts your ranking in another.
Which means your decisions, budget, and strategy should be built on your industry's data. Not someone else's.
To win the AI answer, you need your industry's exact publications AI cites
That's exactly what the AI Visibility Deep-Dive report gives you.
What you get
The Industry AI Visibility Deep-Dive Report
A 20–30 page PDF. Every major category in your industry ranked by AI recommendation share across 5 engines. For each brand: visibility %, sentiment, position, and the sources feeding the answer.
The Target Lists
Named, ranked, and ready to hand to your team:
- The publishers and review sites AI cites in your category
- The social platforms AI pulls from in your industry
- The Reddit communities and threads AI actually reads
- The influencers and creators AI surfaces most
- The AI engines that matter most in your category
- The content formats AI rewards here
- The brand-owned vs. third-party ratio in your industry
Action items, sequenced by impact
- Quick wins: sources to pitch this week
- Short-term: content and community moves
- Longer-term: structural changes that compound over time
One report. Six teams. Each with their own ready-to-act playbook. Zero guesswork.
- Ranked publishers AI cites in your category
- Sentiment score per outlet
- Content formats AI rewards, ranked by citation rate
- Categories with no strong content signal
- Subreddits ranked by AI citation frequency
- YouTube channels driving answers in your category
- Influencers AI surfaces most
- Categories with no clear AI winner yet
- Share of voice gaps by sub-category
- Engine-specific openings rivals haven't claimed
- Who AI recommends per category, ranked
- Source supply lines per competitor
- Where rivals are strong vs. exposed
- The industry AI leaderboard
- 3 strategic moves, sequenced by impact
- The narrative to bring to the board
How Kimberly-Clark put 12 of 12 brands in AI's Top 3.
The largest CPG company in AI visibility did not get there with generic best practices. They got there with industry-specific data and a clear playbook. Jeff, their digital lead, explains what the program actually looked like.
Everything you need to own your industry's AI answer.
- The Map: how AI behaves in your category, by engine
- The Playbook: every target list, publishers to questions
- The Headstart: the whitespace no competitor owns yet
- To-do lists for all six teams, CMO plus SEO layers
- Delivered as a boardroom-ready document