AI Software Index · August 2026

Best childcare management software according to AI

On 6 August 2026, across 80 buyer questions asked on ChatGPT and Gemini, the three brands AI named most for childcare management software were Brightwheel (in 88% of answers), Procare (81%) and Lillio (68%).

Last measured: 6 August 2026 · 80 buyer questions · ChatGPT and Gemini

Brightwheel is the answer AI gives most often. It was the first recommendation in 60% of the 80 answers we collected.

A high win rate for this category: the answer stays fairly stable however you phrase the question.

The leaderboard

EngineRegion
Buyer

Mention rate = share of 80 answers naming the brand. Top pick = share where it was the first recommendation.

#BrandMentionedTop pick
1Brightwheel88%
60%
2Procare81%
23%
3Lillio68%
1%
4Playground53%
0%
5Famly29%
8%
6Kangarootime20%
0%
7LineLeader19%
1%
8PebbleDesk9%
0%
Citations

The sources behind the answers

Which domains ChatGPT and Gemini cite when recommending childcare management software, and which ones move the outcome.

Most-cited domains

  1. 1.mybrightwheel.com49
  2. 2.procaresoftware.com32
  3. 3.lillio.com27
  4. 4.tryplayground.com17
  5. 5.reddit.com15
  6. 6.famly.co13
  7. 7.annieliuconsulting.com11
  8. 8.getapp.com10

Sources that swing this category

When these domains show up in the citations, one brand wins far above its baseline. Correlation, not causation, but the pattern is consistent.

Citing annieliuconsulting.com → Brightwheel wins 100% (baseline 61% · 1.65× lift · n=11)

Is AI recommending you?

Look up any of 1,800+ brands from this study: mention rate, top-pick rate, and which sources carry them.

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Methodology: 80 structured buyer prompts (generic, audience-framed, US/UK-localized) run on the real ChatGPT (gpt-5.5) and Gemini web apps, measured 6 August 2026. “Top pick” = first brand recommended in the answer. Strings the extractor captured that are not products, such as follow-up questions and feature names, are removed, and duplicate names for one product are merged. Part of the GetIntel AI Software Index.

AI is already recommending someone for childcare management software.

GetIntel tracks whether it's you, daily on ChatGPT, Perplexity, Gemini and Google AI Overviews, then ships the fixes through your own coding agent.