Will ChatGPT Recommend You or Your #1 Competitor This Black Friday?

From the Desk of Hui Gauci, MD
Creator, AI Visibility X-Ray

We run a 12-point AI visibility check across ChatGPT, Gemini, and Perplexity and deliver a boardroom-grade PDF in 24 hours.

See if you show up in gift queries, whether the models cite your site, and how you're tagged against your rivals.

Then fix the gaps before Black Friday AI recommendations lock in.

Here's what we found when we tested this exact scenario:

Live Test: "Best Keto Cereal for Holiday Gifts"

Winner: Magic Spoon
"Top choice for keto cereal gifts"
Mentioned first, with dosage details

Runner-up: Catalina Crunch
"Good alternative option"
Mentioned second, basic info

47 other legitimate keto cereal brands: Not mentioned at all

Unedited model outputs captured on Nov 15, 2024. Results vary by prompt and model updates.

Your 12-Point AI Visibility Scorecard

This diagnostic reveals exactly how AI models currently see your brand across the signals that matter most for recommendations.

Core Intelligence We Analyze:

Top-3 Mention Frequency: Your position in "best of" lists
Direct Citation Analysis: Whether AI links to your domain
Head-to-Head Displacement: Performance vs your top rival
Holiday/Gift Visibility: Seasonal recommendation positioning
Positioning Tag: Premium/budget/expert categorization
Cross-Model Consistency: Performance across all 3 platforms

View all 12 diagnostic checkpoints →

Each scorecard is reviewed by a strategist and delivered as an executive-ready PDF with specific action priorities.

Complete Intelligence Package

12-Point AI Visibility Scorecard ($179)

Cross-Platform Analysis Report ($127)

Competitive Intelligence Brief ($89)

Strategic Action Priorities ($59)

Holiday Positioning Analysis ($43)

Total Value: $497

Your Investment: $47

One-time payment • No subscription • 90% savings

Private by design

Your scorecard and screenshots are for your eyes only. We do not publish, rank, or share client data. You control any public use.

Get My $47 Scorecard

Essential Intelligence Promise

If your scorecard doesn't reveal a positioning gap, a citation miss, or a cross-model inconsistency, reply for a refund. Keep the report.

Critical Timing Window

AI's Black Friday "best gift" recommendations start solidifying in early September — weeks before your competitors even think about holiday prep. Run the snapshot now, secure your positioning early, then ship fixes before the lists lock in for the most profitable shopping season.

How The Analysis Works

Step 1: Submit your brand details through our secure form (3 minutes)

Step 2: Our system runs 30+ strategic prompts across ChatGPT, Gemini, and Perplexity

Step 3: A strategist analyzes patterns and creates your diagnostic scorecard

Step 4: Executive-ready PDF delivered within 24 hours

This is the core methodology from our comprehensive $497 AI Visibility X-Ray, condensed into a rapid diagnostic format.

Who This Intelligence Serves

Perfect for:

B2B SaaS & Dev Tools with research-driven buyers
DTC Wellness brands in authority-sensitive categories
Professional Services competing on expertise
Agency & Consulting firms seeking sophisticated clients

Not suitable for:

Early-stage startups without established content
Companies seeking traditional SEO or ranking guarantees

Competitive Intelligence Window: AI model preferences become increasingly difficult to change once established. The brands that establish strong AI visibility today will be harder to displace tomorrow. Every day you delay understanding your position, competitors may be quietly building their authority in these systems.

Frequently Asked Questions

What if we already score high in AI recommendations?

We'll show where authority is fragile: unlinked claims, model bias, or competitor tag wins. High scores still leak. Many strong performers discover they're dominant on ChatGPT but invisible on Perplexity, or mentioned frequently but never cited directly.

What exactly do you test across the AI models?

We run 20+ strategic prompts simulating real buyer queries in your category. This includes direct comparison questions, "best of" requests, and scenario-based recommendations that mirror how your prospects actually use AI.

Will this affect our search rankings or AI visibility?

No. This is purely diagnostic intelligence gathering. We're analyzing how AI currently sees you, not attempting to change it. The scorecard gives you the data to make informed decisions about next steps.

What happens after we get the scorecard?

You'll have clear intelligence about your AI positioning and specific action priorities. Some companies implement recommendations in-house, others engage us for our full AI Visibility X-Ray service. The choice is entirely yours.

+ Additional Questions & Details

What do you need from us?

Brand, URL, category, one optional competitor, and up to three buyer-style queries. If you're unsure, we propose them.

How fresh are these answers if models change?

We capture date-stamped outputs and screenshots across ChatGPT, Gemini, and Perplexity within 24 hours of your order. Models evolve, which is exactly why we record sources and patterns you can reinforce.

What if the models say something incorrect or unfair?

We flag inconsistencies, show which sources were used against you, and outline the fastest ways to correct signal drift, like entity alignment and authoritative citations.

Can agencies or teams buy this for multiple brands?

Yes. We support bulk orders and private delivery for agencies. White-label is available on the full X-Ray; ask for details.

We have multiple SKUs or sub-brands. Do we need separate scorecards?

This snapshot is brand-level. If SKUs target different categories or buyer intents, run one per SKU or per category hero.