Data as of Aug 25, 2026 · Based on 915 AI responses · See how Parse measures this
Municipal 311 CRM Software
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | A consistent leader, cited for its | 27% | |
| 2 | A stable top choice for code enforcement, featuring mobile field tools. | 23% | |
| 3 | Now the top-cited brand, praised for code enforcement and notice generation. | 23% | |
| 4 | Regularly listed for code enforcement, generating notices from templates. | 20% | |
| 5 | Strong and steady presence in code enforcement for its workflow automation. | 19% | |
| 6 | 19% | ||
| 7 | Frequently recommended as a purpose-built AI | 16% | |
| 8 | 14% | ||
| 9 | 12% | ||
| 10 | 11% | ||
| 11 | A new entrant that became a top recommendation for website chatbots. | 10% | |
| 12 | 10% | ||
| 13 | Emerged as the leading choice for GIS-based performance dashboards. | 10% | |
| 14 | 10% | ||
| 15 | 10% | ||
| 16 | 9% | ||
| 17 | 8% | ||
| 18 | 8% | ||
| 19 | 8% | ||
| 20 | 7% | ||
| 21 | 6% | ||
| 22 | 5% | ||
| 23 | 5% | ||
| 24 | 5% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
civicplus.com is the page AI reaches for most here, cited in 26% of analyzed answers.
Slipped from the dominant #1 rank in Nov to #2 by Mar.
Rose from rank #4 in Nov to #1 by Mar in overall citations.
Appeared in Jan and became a top recommendation by Feb-Mar.
“A general platform mention for code enforcement.” → “Specific praise for its 'MyGov' product and automated notice generation.”
Fell from #6 to #13 in overall rank between Nov and Mar.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 29% | 20% | ||
| 17% | 31% | ||
| 26% | 27% | ||
| 22% | 10% | ||
| 10% | 17% |
The two models disagree most about Munibit (ChatGPT #6, Google #25) and Esri (ChatGPT #25, Google #7).
GoGovApps has climbed to the top spot in AI recommendations for municipal 311 software, overtaking early leader CivicPlus. Across the board, AI responses are increasingly segmenting recommendations, with specialized leaders emerging for distinct needs like code enforcement, request routing, and analytics.
Across 915 AI responses, CivicPlus is mentioned most, named in 27% of them, followed by Comcate (23%) and GoGovApps (23%).
Parse measures each brand's mention rate — the share of answers naming it — across 915 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Brands mentioned
Across the entire window, AI responses consistently identify SeeClickFix as the primary solution for routing citizen requests into Public Works systems. Mentions of its parent company,
CivicPlus, and integrations with back-end systems like
Trimble Cityworks and
Accela are also very common.