AI Recommendation Intelligence
We diagnose why AI recommends
your competitors instead of you
An 11-phase forensic analysis across 6 AI platforms. 50+ buyer queries. 200+ AI responses. 2,000+ citation traces.
The methodology
Six questions the report answers
Your visibility across real buyer questions
50+ real buyer queries across 6 AI platforms. You see exactly where you appear — and where you don't.
Which sources actually drive recommendations
We trace the 3-5 third-party sources that actually drive who gets recommended. Most companies are invisible on these.
Where the disconnect is
AI uses training data and real-time search. Most brands are strong in one, invisible in the other. We find which.
How defensible your position is
We stress-test how stable each position actually is. You know where to attack and what to defend.
How much time you have
Some categories are still wide open. Others are hardening fast. We tell you which phase yours is in.
Exactly what to do first
Each action ranked by impact, effort, and cost. You know exactly what to do Monday morning.
The deliverable
What you get
The process
How it works
You tell us your company and category
We set up the queries.
We run the analysis
11 phases, 6 platforms, 3-6 hours of computation.
You get the report
We walk you through it. You know exactly what to do.
Pricing
Two ways to start
Prove the value with a Category Snapshot, or go deep with the full Intelligence Report.
Quick start
Category Snapshot
A focused analysis to understand your current AI visibility position and top opportunities.
- 20 buyer queries across 2-3 platforms
- Competitive positioning matrix
- Top 5 prioritized recommendations
- Platform-by-platform visibility breakdown
- Delivered in 3 business days
If we don't surface at least 3 findings you didn't know, we'll credit the fee toward a full report.
Most comprehensive
Full Intelligence Report
The complete forensic analysis across 6 AI platforms. Root cause diagnosis, position stability testing, and a prioritized action plan.
- 50+ real buyer queries across all 6 AI platforms
- Root cause analysis: content gap vs reputation gap
- Position stability testing across dozens of scenarios
- Full engineering playbook with projected impact
- Executive summary + slide deck + CSVs
- 30-minute walkthrough call included
If the report doesn't surface at least 5 findings you didn't know, we'll refund your investment.
Who gets the most value
VP Marketing / CMO
The answer, the fix, and a slide deck to present it. Execute in 90 days.
Agency Founders
Your clients are asking about AI search. We handle the analysis, you deliver the strategy. White-label available.
Discuss partnership →SEO & Content Teams
AI uses different sources than Google. The playbook shows exactly which ones to target.
Early movers hold position 73% of the time. Late entrants break through 12%.
Frequently asked questions
Ready to understand why AI
recommends your competitors?
15-minute call. We'll tell you whether an intelligence report makes sense for your category. No pitch, no obligation.