From USD 3,000
AI Shelf Audit
Know exactly where you stand vs. your top 3 competitors, and what to fix first.
- 100 buyer-intent prompts across 4 AI assistants
- Digital shelf gaps on 3 retailers or marketplaces
- Prioritized 90-day action plan
AI Shelf Visibility
Two shelves, one buyer journey
AI Shelf Visibility is how often and how well AI assistants like ChatGPT, Gemini, Claude and Perplexity recommend your brand, combined with how you show up on retailer and marketplace shelves. It's built for manufacturers and the distributors that sell their products.
The buyer journey
Buyers move between both shelves
A buyer asks an assistant for a shortlist, then checks price, reviews and stock on a retailer. Win one shelf and lose the other, and you still lose the sale.
The AI shelf
- Are you mentioned for the prompts your buyers actually ask?
- Where do you rank in the answer vs. competitors?
- How is your brand described, and is it accurate?
- Which sites do AI engines cite in your category?
The retail shelf
- Share of search: do you show up on page one for category terms?
- Are titles, images, specs and bullets complete and consistent?
- Is price consistent across retailers and distributors?
- Are your top products in stock where buyers look?
Ways to work with us
Three offers, one goal
Start with an audit to get a baseline. Keep improving with a retainer. Bring your distributors in with shared scorecards.
- From USD 2,000/mo
AI Shelf Retainer
Stay visible as AI answers and retail shelves change every month.
- Ongoing AI and digital shelf monitoring
- Monthly content plan and execution support
- Channel-ready monthly report
- Custom pricing
Distributor Scorecard Program
Give your distributors a shared score they can act on.
- Scorecards per distributor and category
- Content, price, availability and search rank
- Quarterly reviews with your channel team
Sample deliverables
What you actually get
Every finding comes with the evidence behind it and a clear next step. These are rendered examples with fictional brands.
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% |
Prompt-level results
| Prompt | Assistant | Your brand | Top brand |
|---|---|---|---|
| Best cordless drill for a small contractor | ChatGPT | Not mentioned | Voltaro |
| Most reliable impact driver for daily use | Gemini | #4 | Kestrel Tools |
| Cordless drill with the longest warranty | Claude | Not mentioned | Voltaro |
| Best value drill kit with two batteries | Perplexity | #3 | Northfield Pro |
Digital shelf gaps
Only 2 images on top-selling SKU
AmazonHigh impact
Missing battery specs in 12 listings
Home DepotHigh impact
Price 9% above other retailers
MercadoLibreMedium impact
Hero SKU out of stock in 2 regions
WalmartMedium impact
90-day action plan
Days 1–30
- Fix titles and specs on top 20 SKUs
- Publish buyer FAQ on product pages
Days 31–60
- Share scorecards with 3 key distributors
- Add comparison content for the category
Days 61–90
- Earn coverage on 2 cited review sites
- Re-measure all 100 prompts
Process
How we work
- 01
Diagnose
We map how AI assistants and retailers see you vs. competitors.
- 02
Prioritize
A 90-day plan ranked by impact and effort.
- 03
Fix with your channel
Content, product data and distributor actions.
- 04
Measure
Monthly tracking and channel-ready reports.
Frequently asked questions
Get your baseline in 3 weeks
Start with an AI Shelf Audit: your brand vs. 3 competitors, with a prioritized 90-day plan.