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Municipal Lighting Planning SaaS
A planning platform for cities and engineering firms that simulates glare, contrast, pedestrian visibility, and skyglow before lighting upgrades are deployed. The product would help justify warmer, dimmer, better-shielded designs with evidence tied to safety, compliance, and operating cost.
Why this matters
You are responsible for upgrading public lighting, but every option creates a new complaint. If you choose bright fixtures, residents complain about glare, sleep disruption, and washed-out skies. If you reduce output, you face questions about crime, falls, and liability. Today, many teams rely on simplistic brightness targets and vendor recommendations that do not reflect how people actually experience a path at night. What you need is a way to preview a lighting plan from eye level, compare warmer and dimmer alternatives, and produce a defensible report for internal approvals and public feedback before money is spent on the wrong design.
- · Built for Municipal public works teams, street-lighting consultants, and urban design firms planning retrofits or new path and park lighting..
- · Most likely monetization: SaaS subscription.
The Pain · Narrative
You are responsible for upgrading public lighting, but every option creates a new complaint. If you choose bright fixtures, residents complain about glare, sleep disruption, and washed-out skies. If you reduce output, you face questions about crime, falls, and liability. Today, many teams rely on simplistic brightness targets and vendor recommendations that do not reflect how people actually experience a path at night. What you need is a way to preview a lighting plan from eye level, compare warmer and dimmer alternatives, and produce a defensible report for internal approvals and public feedback before money is spent on the wrong design.
Score Breakdown
Market Signal
Go-to-Market
Mid-sized city public works managers and lighting consultants planning pedestrian-path or park-lighting retrofits in the next 12 months.
~20K-50K relevant professionals globally
cold outbound
$999/month
10 pilot calls and 2 paid municipal or consultant pilots within 30 days
MVP Scope · 1–2 weeks
- Build a web map that imports path, road, and fixture locations from CSV or GeoJSON
- Create a simple lighting scenario model with fixture height, beam angle, color temperature, and dimming inputs
- Define output metrics for glare proxy, path coverage, spill light, and pedestrian contrast
- Generate a one-page PDF report comparing two fixture scenarios
- Interview 10 lighting consultants or municipal staff using clickable mockups
- Add pedestrian-view simulation for sidewalks, parks, and crossings
- Implement scenario comparison for road-first versus pedestrian-first layouts
- Create report templates focused on safety, energy, and dark-sky compliance
- Add account-based project sharing for consultant-client collaboration
- Launch a pilot landing page and run targeted outbound to cities and engineering firms
Differentiation
Why This Might Fail
Self-rebuttal — the most important trust signal
- 1Municipal buyers may not trust software outputs unless backed by recognized engineering standards or external validation.
- 2The sales cycle may be too slow for a small startup without existing procurement relationships.
- 3Consultants may prefer incumbent CAD and lighting tools, limiting adoption unless this product clearly adds unique policy and pedestrian-experience value.
Evidence Summary
How AI synthesized this insight — no verbatim quotes
The discussion repeatedly returned to the idea that current lighting choices are driven by crude brightness logic rather than actual nighttime usability. Many participants described glare, contrast problems, and pedestrian neglect, while others highlighted the political pressure around safety and crime. Several comments implied that governments and planners are the real decision makers, which points to a B2B software opportunity rather than a consumer product.
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Build
Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.
Landing Page Copy Kit
Ready-to-paste copy based on real Reddit community language — no editing required
Headline
Municipal Lighting Planning SaaS
Sub-headline
A planning platform for cities and engineering firms that simulates glare, contrast, pedestrian visibility, and skyglow before lighting upgrades are deployed. The product would help justify warmer, dimmer, better-shielded designs with evidence tied to safety, compliance, and operating cost.
Who It's For
For Municipal public works teams, street-lighting consultants, and urban design firms planning retrofits or new path and park lighting.
Feature List
✓ map-based lighting layout simulator ✓ glare and contrast scoring from pedestrian and driver viewpoints ✓ policy-ready report generator comparing safety, energy, and dark-sky tradeoffs
Where to Validate
Share your landing page in r/HN · front_page — that's exactly where these pain points were discovered.
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