AI Shelf Audit
Know exactly where AI assistants put you vs. your top 3 competitors, in 3 weeks
The AI Shelf Audit is a 3-week diagnosis of how AI assistants and retailers present your brand against your top 3 competitors. It's for manufacturers that sell through retailers, marketplaces or distributors and want a clear, prioritized plan.
From USD 3,000Scope
- Your brand and 3 competitors
- 1 + 3
- Buyer-intent prompts
- 100
- AI assistants: ChatGPT, Gemini, Claude, Perplexity
- 4
- Retailers or marketplaces of your choice
- 3
- English, Spanish or both
- EN / ES
Deliverables
What you get
Executive readout
A live session with your team to walk through findings and agree on priorities.
Visibility scorecard
Where you stand vs. each competitor, by assistant and by retailer.
Prompt-level results
Every prompt, every answer: mentions, rank and how you're described.
Cited-source map
The sites AI engines trust in your category, and where you're missing.
Digital shelf gaps
Content, price and availability issues on the retailers you chose.
90-day action plan
Fixes ranked by impact and effort, with owners: you, us or your distributors.
Share of AI recommendations
Share of 100 prompts where each brand is recommended, by assistant.
| Brand | ChatGPT | Gemini | Claude | Perplexity |
|---|---|---|---|---|
| Voltaro | 64% | 58% | 61% | 70% |
| Kestrel Tools | 52% | 47% | 55% | 49% |
| Northfield Pro | 38% | 44% | 35% | 41% |
| Brindle | 27% | 31% | 22% | 25% |
| Ardent | 18% | 12% | 20% | 15% |
| Your Brand | 9% | 14% | 6% | 11% |
Timeline
Three weeks from kickoff to readout
Week 1
Kickoff & prompt set
We agree on competitors, retailers and the 100 prompts your buyers really ask.
Week 2
Data collection
We run the prompts across 4 assistants and review the retail shelf.
Week 3
Readout
We present the scorecard, the gaps and the 90-day plan in a live session.
Fit
Who it's for, and who it isn't
A good fit if you
- Manufacture products sold through retailers, marketplaces or distributors
- Want to know what AI assistants say about you and your competitors
- Need a prioritized plan you can share with your channel
- Sell in the US, Canada or Latin America
Not a fit if you
- Have no retail or distributor presence yet
- Are an agency or a retailer looking for a white-label tool
- Only want a software license with no service
Frequently asked questions
Request
Request your AI Shelf Audit
Tell us about your brand. We reply within 1 business day.