Uploaded April 2026 | Updated September 2026, 2 weeks ago
TL;DR:
Develomark's cohort program analyzed 25+ users and 80+ prompts. AI is now the starting point for local business discovery, but users often refine searches through multiple prompts and verify results elsewhere. Visibility in AI plus strong trust signals across platforms is what drives decisions.
The breakdown:
AI search is reshaping how people discover local businesses—and we analyzed exactly how it’s happening.
In this study, we reviewed 25+ real user search journeys and 80+ prompts to understand how people interact with AI when looking for local services. From simple one-line searches to multi-step conversations, the data reveals how behavior is evolving across discovery, validation, and decision-making.
What we uncovered:
- Some users rely on 1–2 prompts, while others use 5–10+ prompts to refine results.
- AI is often the starting point, but users still validate through Google, Maps, and websites.
- More advanced users treat AI like a conversation, not just a search engine.
- Even small inaccuracies can break trust and push users to verify elsewhere.
- Final decisions still come down to reviews, pricing, proximity, and brand presence.
We also break down real prompt examples, from hyper-specific service searches to deep follow-up questions about pricing, reviews, and credibility.
If your business isn’t showing up in AI search results, or doesn’t build trust when it does—you’re missing a major opportunity.
Prompt examples:
- highly rated window tinting companies near Wallingford, CT
- I have a 2025 Mazda CX-5 and am looking for estimated costs from the top two search results
- what does the average customer spend at Precision Protection Films in North Haven and are there any negative reviews
- What are the best interior and exterior car detailing shops within 50 miles from Torrington, CT?
- What about closer to New Britain, CT where I go to school? Along with that, which shops offer ppf installation?
- Can you help me find a real estate agent in the Southington CT area?
- can you compare her to another agent in the area
- I have a lexus is350 with red leather interior. I am looking for a detailer who can handle the interior and exterior, and do it in my driveway in naugatuck CT.
- Who is the best with the most reasonable price out of my options?
- I'm looking to remodel my kitchen in Bristol, CT but i don't want anything too expensive. I'm gonna need new countertops (looking for butcher block) new floors, and new backsplash. What's the best place to go for something like this.
- hey can i get a list of top tattoo shops in CT based on low prices and have women artists
- give me girly fine line specialists
- dog wash near southington ct
- i have a 50lb dog who is anxious. nail trim included would be nice
Develomark is a Connecticut-based agency focused on AI SEO, AEO, and GEO—helping businesses show up in AI-driven search like ChatGPT.
Chapters;
00:00 Introduction to the AI Search Behavior Study
00:07 How Users Start with AI for Local Discovery
00:24 Real User Journey: AI → Google → Maps → Decision
00:52 Users Who Stay Fully Within AI
01:04 Prompt Patterns: Search vs Conversational Queries
01:25 How Many Prompts Users Actually Use
01:54 Speed vs Decision Time in AI Search
02:19 Accuracy, Trust, and Where AI Falls Short
02:54 User Satisfaction with AI Results
03:12 What Actually Drives Final Decisions
03:38 Key Takeaways for Businesses in AI Search
Visit our website: develomark.com
TL;DR:
Develomark's cohort program analyzed 25+ users and 80+ prompts. AI is now the starting point for local business discovery, but users often refine searches through multiple prompts and verify results elsewhere. Visibility in AI plus strong trust signals across platforms is what drives decisions.
The breakdown:
AI search is reshaping how people discover local businesses—and we analyzed exactly how it’s happening.
In this study, we reviewed 25+ real user search journeys and 80+ prompts to understand how people interact with AI when looking for local services. From simple one-line searches to multi-step conversations, the data reveals how behavior is evolving across discovery, validation, and decision-making.
What we uncovered:
- Some users rely on 1–2 prompts, while others use 5–10+ prompts to refine results.
- AI is often the starting point, but users still validate through Google, Maps, and websites.
- More advanced users treat AI like a conversation, not just a search engine.
- Even small inaccuracies can break trust and push users to verify elsewhere.
- Final decisions still come down to reviews, pricing, proximity, and brand presence.
We also break down real prompt examples, from hyper-specific service searches to deep follow-up questions about pricing, reviews, and credibility.
If your business isn’t showing up in AI search results, or doesn’t build trust when it does—you’re missing a major opportunity.
Prompt examples:
- highly rated window tinting companies near Wallingford, CT
- I have a 2025 Mazda CX-5 and am looking for estimated costs from the top two search results
- what does the average customer spend at Precision Protection Films in North Haven and are there any negative reviews
- What are the best interior and exterior car detailing shops within 50 miles from Torrington, CT?
- What about closer to New Britain, CT where I go to school? Along with that, which shops offer ppf installation?
- Can you help me find a real estate agent in the Southington CT area?
- can you compare her to another agent in the area
- I have a lexus is350 with red leather interior. I am looking for a detailer who can handle the interior and exterior, and do it in my driveway in naugatuck CT.
- Who is the best with the most reasonable price out of my options?
- I'm looking to remodel my kitchen in Bristol, CT but i don't want anything too expensive. I'm gonna need new countertops (looking for butcher block) new floors, and new backsplash. What's the best place to go for something like this.
- hey can i get a list of top tattoo shops in CT based on low prices and have women artists
- give me girly fine line specialists
- dog wash near southington ct
- i have a 50lb dog who is anxious. nail trim included would be nice
Develomark is a Connecticut-based agency focused on AI SEO, AEO, and GEO—helping businesses show up in AI-driven search like ChatGPT.
Chapters;
00:00 Introduction to the AI Search Behavior Study
00:07 How Users Start with AI for Local Discovery
00:24 Real User Journey: AI → Google → Maps → Decision
00:52 Users Who Stay Fully Within AI
01:04 Prompt Patterns: Search vs Conversational Queries
01:25 How Many Prompts Users Actually Use
01:54 Speed vs Decision Time in AI Search
02:19 Accuracy, Trust, and Where AI Falls Short
02:54 User Satisfaction with AI Results
03:12 What Actually Drives Final Decisions
03:38 Key Takeaways for Businesses in AI Search
Visit our website: develomark.com
