Citizen survey about street lighting

Create expert-level survey by chatting with AI.

Creating a high-quality Citizen Street Lighting survey shouldn’t be a hassle—now you can generate one with AI in seconds, right here using Specific. Just click a button and see your survey come to life.

Why Citizen Street Lighting surveys matter

Public feedback on street lighting is crucial for safer, more livable cities. If you’re not running these Citizen surveys, you’re missing the chance to directly address what matters most—lighting that feels safe, efficient, and suits your neighborhood.

Consider that over 1,600 residents participated in a City of Phoenix survey on LED street lighting preferences—a clear signal that people care and want their voices heard [1]. Yet, a recent S&P Global study found just 21% of cities have actually implemented smart lighting, despite 43% of citizens expressing their interest [2]. That’s a big disconnect, and it starts with missing or ignored feedback.

  • Boost safety: New lighting plans influence real and perceived street safety. A study in Sustainability found people feel significantly safer with upgraded LED lighting [5].

  • Create tailored solutions: Urban and rural needs differ—some want brighter streets, others worry about excessive light. Gathering direct Citizen feedback uncovers what actually works, not just what looks good on paper [3].

  • Close the implementation gap: Without regular feedback, cities risk rolling out lighting projects that aren’t wanted or effective.

When you skip these surveys, you’re leaving better safety, satisfaction, and smarter investment on the table. For more on designing the right Citizen questions, see this guide to best street lighting survey questions.

AI survey generator: how it changes the game

With an AI survey generator, you don’t start from scratch—just describe your needs, and AI creates custom, expert-quality questions in a snap. Traditional/manual survey builders? They’re slow, repetitive, and often miss subtle audience needs. With Specific, we give you a much better experience: surveys that feel like conversations, not interrogations, leading to richer insights.

Manual Surveys

AI-Generated Surveys (Specific)

Hours to set up, repetitive copy/paste

Ready in seconds, tailored to context

Rigid, form-based Q&A

Conversational, adaptive, engaging

Static questions only

Automatic follow-ups for clarity

Dull experience for users

Feels like a natural chat

Why use AI for Citizen surveys? We’ve built Specific from the ground up for conversational surveys. Our AI doesn’t just write good questions—it makes the whole feedback process easy, lively, and personalized for Citizens participating in a Street Lighting survey.

With AI, you can:

  • Create a survey in less time than it takes to read this paragraph

  • Get expert-level quality and depth—no research degree required

  • Deliver a smooth and engaging experience for every respondent

See how to easily create Citizen street lighting surveys with AI in our how-to article.

Crafting questions that reveal what Citizens truly think

The difference between a lackluster and an impactful survey lies in asking the right questions. That’s where Specific shines. For example:

  • Bad question: “Do you like the street lights? Yes/No”
    (Limits feedback and gives you little to act on.)

  • Good question: “What changes would make the street lighting in your area feel safer?”
    (Invites specific suggestions—far more actionable!)

When you use Specific’s AI survey generator, it avoids vague, leading, or overly technical questions. Instead, it draws from expert templates, industry research, and best practices so that even open-ended questions are clear, respectful, and bias-free.

Actionable tip: Always follow up an opinion-based question with “why?” or “what would you improve?” This encourages richer responses and helps you get to the “why” behind people’s answers. Our AI-powered survey editor can even improve and iterate your questions instantly just by describing your intention in plain language.

For a full breakdown on the best practices, check our article on choosing the best questions for Citizen street lighting surveys.

Automatic follow-up questions based on previous reply

The magic of Specific is in the follow-ups: our AI dynamically asks contextual questions based on each respondent’s last answer—just like a real research expert. No more chasing Citizens for clarification over email or piecing together vague feedback. Automated follow-ups both save you time and give you deeper context for every response.

Here’s what can happen if you skip follow-ups:

  • Citizen: “The lighting near my home is a problem.”

  • AI follow-up: “Can you describe the specific problem—too dim, too bright, or something else? How does it impact your sense of safety at night?”

Without that follow-up, it’s unclear if the Citizen wants more lighting, less, or simply different positioning. Context is everything. Don’t miss out—give the generator a spin and watch how each follow-up brings your survey to life. To see this in action, check out our automatic AI follow-up feature deep dive.

Automatic follow-ups make every survey conversational. That’s what turns feedback into a real dialogue, and it’s how Specific delivers truly conversational surveys.

Delivering Citizen Street Lighting surveys

Getting the survey in front of the right audience matters as much as writing it well. With Specific, you can deliver your Citizen Street Lighting survey as:

  • Sharable landing page surveys. Just send a link to neighborhood groups, newsletters, or social media—perfect for reaching a broad Citizen audience who care about local lighting.

  • In-product surveys. If you’re running a city app or website, embed the survey right where Citizens are already interacting with local services—ideal for gathering instant feedback after someone pays a bill, requests lighting maintenance, or checks neighborhood info.

For most Citizen street lighting feedback, sharable landing pages are a fast way to reach people beyond existing digital touchpoints. But in-product surveys shine (literally) for targeted, online engagement and continuous feedback from active users.

Analyzing survey responses with AI

AI-powered analysis makes sense of responses the moment they come in. With Specific, our analysis tools instantly surface key themes, summarize Citizen feedback, and help you spot issues or successes—no digging through spreadsheets or filtering by hand. Features like automatic topic detection and direct chat with an AI research assistant let you dig deeper on any trend. Read more about how to analyze Citizen Street Lighting survey responses with AI.

Create your Street Lighting survey now

Ready for better feedback? Use the AI survey generator to create and launch your Street Lighting survey in seconds—discover insights that help your city shine, instantly.

Try it out. It's fun!

Sources

  1. City of Phoenix. LED Street Light Public Input Survey Results

  2. S&P Global. Cities are getting smarter, but do their citizens care?

  3. International Journal of Environmental Research and Public Health. Light at Night in Urban and Rural Areas: Resident Perspectives

  4. Frontiers in Sociology. Impact of Improved Public Lighting on Urban Safety: The Case of Chile

  5. Sustainability. Perceived Personal Safety and Street Lighting Conditions: An Experimental Study

Adam Sabla - Image Avatar

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.

Adam Sabla

Adam Sabla is an entrepreneur with experience building startups that serve over 1M customers, including Disney, Netflix, and BBC, with a strong passion for automation.