From Invisible to Recommended by AI
Real businesses that went from not showing up…
to being chosen by ChatGPT and other AI systems.
67% of businesses we test have zero AI visibility. Here's what happens when that changes.
SW Florida
49%
Category Citation Dominance
Across local auto service queries
CHALLENGE
Before: Generated 7,600+ mentions and strong citation presence, but had 0% AI visibility because queries were interpreted as generic national topics instead of local service intent.
WHAT CHANGED
Shifted content toward city-level service queries and aligned positioning with how users ask for local repair services in AI tools.
RESULT
Now captures 49% of citations within the correct local context and is actively included in AI-generated answers for service-related queries.
BUSINESS IMPACT
Transforms visibility from generic traffic into local service demand, where conversions and revenue occur.
49%
Category Citation Dominance
0% → Active
AI Visibility
7,638
Mentions
Atlanta, Georgia
56%
AI Recommendation Rate
Across local remodeling searches
CHALLENGE
Before: Competing with over 1,300 remodelers but rarely surfaced when users included "Atlanta" in their queries.
WHAT CHANGED
Activated location-specific intent signals and aligned services to high-intent remodeling queries used in AI tools.
RESULT
Now returned in 8 out of 10 tracked prompts and consistently selected for local queries, achieving 56% AI recommendation rate.
BUSINESS IMPACT
Positions the brand within the top tier of recommendations, capturing high-value local remodeling demand.
56%
AI Recommendation Rate
31.7%
LLM Visibility
10
Prompts Tracked
Omaha, Nebraska
#1
AI-Recognized Category Leader
Across category-specific service queries
CHALLENGE
Before: Dominated locally with over 10,000 mentions and top positioning, yet AI visibility dropped due to competitor PR influence and misaligned content signals.
WHAT CHANGED
Reinforced category authority, corrected how AI interprets the brand, and reduced reliance on external narratives.
RESULT
Now consistently recognized as the #1 provider and selected in AI-generated responses across category-specific queries.
BUSINESS IMPACT
Protects and restores market leadership in AI-driven discovery, preventing competitor displacement.
26%
Citation Share
#1
Category Position
10,000+
Mentions
Seldovia, Alaska
80%
AI Recommendation Rate
Across high-intent travel prompts
CHALLENGE
Before: Effectively 0% visibility in AI answers despite a strong location and offering. When travelers asked AI assistants for Alaska fishing lodges or trip ideas, the property was not included.
WHAT CHANGED
Reframed content around destination-level intent, added decision-ready pages, and clarified when this lodge should be recommended versus alternatives.
RESULT
Now appears in 80% of tracked AI prompts and captures 46% of category citations, making it the primary source AI selects for high-intent travel queries like where to stay in this part of Alaska.
BUSINESS IMPACT
Now consistently enters the consideration set for high-value travel decisions, where booking decisions are made.
80%
AI Recommendation Rate
46%
Citation Share
3 Pages Driving Inclusion
Home, rates, excursions
Washington, DC
10.7%
AI Recommendation Rate
Across national and local education queries
CHALLENGE
Before: Positioned #1 nationally in citations, but had 0% visibility in local AI prompts. AI understood the expertise, but could not connect it to DC-specific intent, so it was rarely recommended for local searches.
WHAT CHANGED
Introduced location-specific query framing, aligned services to decision-stage prompts, and clarified when this provider should be selected in a local context.
RESULT
Now appears in decision-stage AI prompts and holds 10.7% national share of voice, making it a trusted source AI selects when generating recommendations.
BUSINESS IMPACT
Bridges the gap between national authority and local demand, unlocking visibility where actual client acquisition happens.
10.7%
AI Recommendation Rate
82.8
AI Sentiment Score
182
Prompts Tracked
Washington, DC
80%
AI Recommendation Rate
Across AI visibility and recommendation queries
CHALLENGE
Before: New brand with limited historical authority and category confusion against larger players, resulting in low inclusion in AI-generated answers.
WHAT CHANGED
Clarified category positioning, strengthened entity signals, and aligned content with how AI distinguishes between tools, services, and providers.
RESULT
Now appears in 80% of tracked AI prompts and is consistently selected in responses, establishing early authority and consistent inclusion in a competitive category.
BUSINESS IMPACT
Accelerates trust and inbound demand by positioning the brand as a recognized solution in AI-generated recommendations.
80%
AI Recommendation Rate
26%
Citation Share
19
Prompts Tracked