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Trackdown Report

Ribbon Gang: AI Visibility Report

Ribbon Gang ranks #1 with 6% visibility across AI models, but appears in only 8 of 100 prompts. The brand dominates direct comparisons yet remains absent from category-specific queries where competitors like Melotti Content Media and Studio Biggie capture mindshare.

AI Visibility

6%

Prompt coverage

6

/

100

Net Sentiment

+73

#1. How often does AI mention me?

This breaks down your brand visibility in AI, showing summary of mentions and citations.

Overall Visibility

Share of tracked prompts where you appear at all

AI Visibility Breakdown by Prompt

Ranked #1 · Mentioned · Not mentioned

Ranked #1 3 6%
Mentioned 3 6%
Not mentioned 47 94%

Your biggest issue is not ranking lower; it's being absent from the majority of conversations happening in your category.

#2. Where do I stand vs competitors?

A head-to-head look at how your brand and competitors appear across AI answers.

#1
Ribbon Gang - 6%
#2
Luminary - 3%
#3
Acidgreen - 2%
#4
Emote Digital - 2%
#5
Convert Digital - 0%

You’re leading this list. The goal now is to keep building stronger AI visibility.

Stay ahead of your competitors

One AI answer can shift the buyer’s choice. Get an alert the moment a competitor overtakes you on a prompt, so you react in days, not after losing a quarter of buyers to them.

#3. Which AI platforms cite me the most?

A platform-by-platform look at how visible your brand is across AI platforms

ChatGPT - 6.12%
Perplexity -6%

#4. Branded vs category prompt visibility

A look at how your brand performs in branded versus category searches.

Branded Prompts

3 prompts · visibility 100%

Non-branded (category) prompts

47 prompts · visibility 0%
Your brand appears in 100% of branded prompts and 0% of category prompts.

The actual questions your customers ask AI

A sample of tracked prompts and whether your brand showed up

Invisible Here
WooCommerce vs Shopify for ecommerce businesses
Where to find branding agencies in Sydney
Hire a branding agency for logo and identity
Best content marketing agencies in Australia
Hire a marketplace integration agency in Sydney
Visible Here
Ribbon Gang vs Luminary for digital transformation
Ribbon Gang vs Emote Digital for content marketing
Ribbon Gang vs Acid Green for branding services

Find the prompts that matter most for your brand

Generate relevant buyer questions across branded, category, comparison, and discovery searches, so you can track the prompts that actually influence visibility.

#5. How AI describes your brand?

See whether AI mentions your brand in a positive, neutral, or negative context.

+73
Mostly positive

This is working in your favor


A sentiment score here means AI is representing your brand well. The impression buyers are getting is a positive one. Now it is about making sure that impression gets stronger and reaches more people.

#6. Visibility gaps behind your AI performance

This shows which content and trust signals may be limiting how often AI cite your brand.

You
Top competitors avg

Where the gaps are

The specific signals limiting your AI visibility
Category Explainer Coverage

Missing from foundational queries about eCommerce platforms and content marketing best practices.

Geographic Authority Signals

Luminary, Acidgreen, and Emote Digital capture local Sydney and Australian agency searches.

Service-Specific Positioning

Underrepresented in marketplace integration and branding identity queries versus niche specialists.

Educational Content Depth

Competitors appear in broader how-to and comparison prompts; Ribbon Gang limited to head-to-head matchups.

Knowing the gap is step one. Closing it is next.

Prioritize the content, source, and page-level actions most likely to improve how AI understands and includes your brand.

#7. Where does AI pull information?

The sources AI relies on most often when answering the buyer questions in this report.

Where AI looks

Top sources cited for your category

Com.au
Cited in 32 Answers
Domain Rating 68
Clutch.co
Cited in 19 Answers
Domain Rating 91
Reddit
Cited in 14 Answers
Domain Rating 95
Ribbongang
Cited in 3 Answers
Domain Rating 41
Linkedin
Cited in 14 Answers
Domain Rating 99

Source types

Of all citations AI uses, who owns the sites it pulls from

Your site 10 1.00%
Competitor sites 14 1.41%
Other 972 97.59%

Only 1.00% of AI citations reference your website as a source. Most citations point toward third-party sources where your brand barely appears. Getting featured there can help you show up in more AI answers.

Be the source AI trusts

Identify the pages, publishers, reviews, and communities most likely to influence how AI answers your target prompts, take inspiration, and grow your AI search visibility.

#8. What should you prioritize next?

A focused action plan based on the biggest opportunities found in your AI visibility report.

Your Roadmap

Ordered by what moves visibility fastest

Expand Category Authority

Create comparison guides positioning Ribbon Gang against platform tools like Shopify.

Strengthen Local SEO

Develop location-specific landing pages targeting Sydney and Australian service discovery queries.

Build Educational Assets

Publish foundational guides on eCommerce, branding, and digital transformation for AI indexing.

Deepen Service Specificity

Create dedicated content for marketplace integration and logo identity service verticals.

You're one step away from tracking this everyday.

This is a free one-week AI visibility snapshot for your brand. Inside Track My Visibility, you’ll see these data points update daily, across every engine, with alerts the moment a competitor moves ahead.

How we measured this

Study Parameters:

Total Prompts

100 unique prompts tracked within TMV

AI Engines

ChatGPT, Perplexity

Time Window

Jun 4, 2026 to Jun 11, 2026

Category

digital experience, eCommerce, marketing, systems architecture, digital transformation, business scaling, website overhaul, launch support, expansion support

Intent Mix

Commercial-heavy with supporting informational, comparison, and trust queries