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igeo.ai
OverviewOne dashboard for how every AI engine sees, describes, and ranks your brand.AI Traffic AnalyticsMeasure citations, referrals, and revenue captured from AI answers.igeo.ai MonitoringTrack prompts, mentions, sentiment, competitors, sources, and cited pages daily.igeo.ai AgentsAutonomous agents that monitor, optimize, and publish around the clock.Marketplace30,000+ publishing sites ranked by AI citations — publish off-site in one click.
CustomersSee how teams turn AI visibility into measurable pipeline and demand.CompareSee how igeo.ai stacks up against Ahrefs, Semrush, Profound, and classic SEO.MCP Use CasesReady-made workflows that put AI visibility data into ChatGPT, Claude, and your stack.FeaturesEverything you need to measure, understand, and improve how AI describes your brand.
BlogField notes on GEO, AI answers, and being the chosen one.DocsGuides and API reference for building on igeo.ai data.MCPConnect igeo.ai to ChatGPT, Claude, Cursor, and n8n through MCP.
AboutWe got left out of the answer. So we built our way back in.PartnersAgencies and platforms helping brands become the answer.CareersHelp shape how AI decides which brands get mentioned.
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BlogJan 4, 2026/GEO

Display increases LLM mentions 4x in 90 days

Avner Warner · Author1 min read
Display increases LLM mentions 4x in 90 days
What's inside
How Display moved into top positions for high-intent buying queriesMost of the buyer-journey now happens inside AI7 Effective Ways to Maximize AI Visibility OptimizationMost of the buyer-journey now happens inside AI
Take this article with youOpen in ChatGPTOpen in Claude

From ai mentions to inbound demand

How Display turned AI discovery into a revenue-driving channel

January 4, 2026

Challenge: Despite being a market leader for over 40 years, Display was rarely mentioned when buyers asked AI where to buy supermarket shelving or store equipment. Without a way to influence how AI systems understood and recommended its products, Display was losing high-intent demand at the moment of decision.

Outcome: With iGEO, Display pinpointed where competitors were being surfaced in commercial AI queries and strengthened how its products were positioned in buying-focused answers. Within 90 days, LLM mentions increased 4×, AI visibility rose by 46%, and Display generated 48 AI-sourced inbound leads.

+46%

4x

2x

AI visibility

LLM mentions

Organic traffic

How Display moved into top positions for high-intent buying queries

AI platforms are increasingly used to research and select suppliers for retail equipment. For Display, appearing consistently in AI-generated answers became critical to capturing demand. At the start of the engagement, AI systems covered relevant product categories but did not reliably surface Display in high-intent buying queries.

Display worked with iGEO to improve how AI systems associate its brand with key product categories and purchase-driven prompts. The objective was clear: ensure Display is surfaced when buyers ask where to buy retail fixtures.

iGEO tracks how AI assistants reference Display across commercial queries, including where the brand appears, how it is described, and how it compares to competitors. This analysis highlights gaps in visibility and ranking, allowing Display to take targeted action before demand shifts elsewhere.

Within 90 days, Display achieved measurable results:

In 90 days, AI visibility translated into an organic growth channel:
  • 46% lift in AI visibility at high-intent moments

  • 4× growth in LLM mentions across buying queries

  • Consistent AI-sourced inbound leads

Display became the top AI-recommended brand across key product categories, including supermarket shelving, grocery carts, mannequins, and retail display equipment. This applied across both local and national queries.

Today, Display no longer reacts to AI visibility after opportunities are missed. AI discovery is now a reliable demand channel, reinforcing Display’s category leadership in an AI-driven buying environment.

Most of the buyer-journey now happens inside AI

7 Effective Ways to Maximize AI Visibility Optimization

Most of the buyer-journey now happens inside AI

Book a DemoSee more articles

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