01
AI visibility is now revenue visibility
If answer engines recommend a competitor product, the lost opportunity shows up in Shopify before it shows up in analytics.
AI Search Intelligence for Shopify Agencies
Angry Digital helps agencies managing Shopify brands see where AI engines cite products, which SKUs get recommended, and what revenue is at risk when competitors own the answer.
Sample Shopify readout
AI revenue
$128.4k
Buyer prompt
Best clean skincare bundle under $100 for sensitive skin
Hydra Repair Serum
SKU-1842
$38.2k
Daily Barrier Cream
SKU-0917
$24.8k
Travel Reset Kit
SKU-2401
$18.6k
The revenue leak
Buyers ask answer engines what to buy, which bundle to trust, and which brand is worth the money. If the answer cites a competitor SKU, the account loses influence before the buyer ever reaches Google.
Diagnose the citation gap01
If answer engines recommend a competitor product, the lost opportunity shows up in Shopify before it shows up in analytics.
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Clients do not need another prompt audit. They need to know which products were cited, missed, displaced, and worth fixing.
03
Content volume cannot explain SKU-level exposure, category intent, competitor displacement, or revenue at risk.
Commerce-grade proof
Agencies do not need another AI content pitch. They need a defensible way to show where client revenue is exposed, why it is exposed, and what to fix next.
Connect AI citations to the products, orders, and client revenue agencies already report on.
Track where ChatGPT, Perplexity, and Gemini recommend the brand, the category, and the product.
Turn AI visibility gaps into a clear agency action plan before competitors own the answer.
Unify prompts, citations, products, competitor movement, and revenue risk in one clean system.
The Angry operating system
Strategy and execution need to live in the same room. The work starts with market opportunity, moves through product and experience, then compounds through AI search intelligence and growth systems.
01
Identify market opportunities, validate concepts, define positioning, and build roadmaps that can survive customer scrutiny.
Clearer bets
02
Build the category language, narrative, and visual system that make the company easier to understand and harder to ignore.
Sharper trust
03
Ship credible, high-performance websites and applications with the craft expected from a serious product company.
Better conversion
04
Build acquisition systems, AI visibility loops, automation, and measurement that connect attention to revenue.
Stronger demand
AI Visibility Diagnostic
Submit your domain, competitors, and the prompts your buyers should be using to find you. We will identify where your brand appears, where it gets ignored, and where your positioning is weaker than your website suggests.
No generic audit. No recycled SEO checklist. This is a visibility and strategy readout for serious operators.
The Angry Index
The Angry Index ranks AI search and MarTech AI players by what matters: visibility, evidence, adoption, defensibility, and measurable business outcomes. It separates real innovation from prompt-box theater.
Scoring model
Ranking in Google does not automatically mean appearing inside AI answers.
Service pathways
“AI search does not recommend us.”
Diagnose answer-engine presence, buyer prompts, competitor gaps, and conversion paths.
Start the sprint“Our positioning sounds like everyone else.”
Turn market opportunity into a sharper category, offer, narrative, and proof system.
Sharpen positioning“Our website looks fine but does not convert.”
Rebuild the digital experience around trust, speed, proof, and action.
Fix the website“We are producing content but not learning.”
Replace volume-based marketing with visibility, validation, acquisition, and revenue loops.
Build the growth systemCase proof
If your brand is not visible, trusted, and differentiated inside the discovery channels your buyers now use, the fix is not more content. The fix is sharper market position, better product strategy, a higher-performing website, and a growth system built around evidence.