Who AI recommends for internal developer platform
The brands ChatGPT name most often when buyers ask about internal developer platform — ranked from our live query–domain index.
For internal developer platform, ChatGPT most often recommends backstage.io, humanitec.com, opslevel.com, among others. This is measured from 30 real buyer queries in this category that we’ve run through the models and recorded which domains they cite or mention. The ranking below is by how many of those queries name each domain — not a subjective score. Coverage shown reflects the models we currently scan (ChatGPT); it refreshes as the index grows.
Which brands does AI recommend for internal developer platform?
Each row is a domain the models named in answer to a internal developer platform buyer question, ranked by how many distinct queries cite or mention it. “Share” is that count over the 30 scanned queries in the category.
| # | Domain | Queries citing it | Share | Models |
|---|---|---|---|---|
| 1 | backstage.io | 29 | 97% | ChatGPT |
| 2 | humanitec.com | 27 | 90% | ChatGPT |
| 3 | opslevel.com | 25 | 83% | ChatGPT |
| 4 | cortex.io | 24 | 80% | ChatGPT |
| 5 | readthedocs.io | 19 | 63% | ChatGPT |
| 6 | crossplane.io | 16 | 53% | ChatGPT |
| 7 | port.io | 16 | 53% | ChatGPT |
| 8 | qovery.com | 15 | 50% | ChatGPT |
| 9 | github.com | 14 | 47% | ChatGPT |
| 10 | terraform.io | 14 | 47% | ChatGPT |
| 11 | getport.io | 13 | 43% | ChatGPT |
| 12 | gitlab.com | 13 | 43% | ChatGPT |
| 13 | harness.io | 11 | 37% | ChatGPT |
| 14 | mia-platform.eu | 11 | 37% | ChatGPT |
| 15 | kubernetes.io | 10 | 33% | ChatGPT |
| 16 | vaultproject.io | 9 | 30% | ChatGPT |
| 17 | atlassian.com | 8 | 27% | ChatGPT |
| 18 | datadoghq.com | 8 | 27% | ChatGPT |
| 19 | fluxcd.io | 7 | 23% | ChatGPT |
| 20 | grafana.com | 7 | 23% | ChatGPT |
Sample internal developer platform queries behind this ranking
A few of the real buyer questions in this category. The full query list, with the domains named in each answer, is what the free Domain Check returns for any domain.
- internal developer platform — navigational
- internal developer platform idp — navigational
- internal developer platform tools — navigational
- what is an internal developer platform — informational
- idp internal developer platform — navigational
- open source internal developer platform — navigational
- open-source internal developer platform — informational
- internal developer platform examples — informational
How is this measured?
We continuously run real buyer questions through the AI assistants we scan, record the domains each answer cites or mentions, and store the query–domain links in an index. This page reads that index by category. Numbers are live and dated, not estimates — see the methodology for sample sizes, model coverage and caveats. To see where your domain stands in internal developer platform, run the free Domain Check.