Data as of Aug 25, 2026 · Based on 1,691 AI responses · Shares cover the last 30 days · See how Parse measures this
Internal Developer Portal Platforms
Parse
https://parse.gl
OpsLevel holds its position as the most cited platform for internal developer portals, leading a market increasingly defined by alternatives to the open-source standard, . The most significant trend is the rise of managed SaaS platforms like , , and , which AI assistants recommend for their faster time-to-value and lower maintenance overhead.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Frequently recommended for rapid rollout, automated service discovery, and ownership tracking. | 59% | |
| 2 | Positioned as a flexible, no-code SaaS alternative for quick portal creation. | 55% | |
| 3 | The open-source standard, noted for flexibility but requiring significant engineering effort. | 39% | |
| 4 | A fast-gaining platform, highlighted for its service maturity and readiness scorecards. | 39% | |
| 5 | 35% | ||
| 6 | Consistently framed as a "managed | 21% | |
| 7 | Often mentioned as an integration source for documentation and ownership data. | 18% | |
| 8 | 15% | ||
| 9 | 14% | ||
| 10 | An emerging open-source alternative focused on documentation-as-code foundations for portals. | 13% | |
| 11 | 10% | ||
| 12 | 9% | ||
| 13 | 9% | ||
| 14 | 9% | ||
| 15 | 8% | ||
| 16 | 8% | ||
| 17 | 8% | ||
| 18 | 7% | ||
| 19 | 7% | ||
| 20 | 7% | ||
| 21 | 7% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 6% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
port.io is the page AI reaches for most here, cited in 50% of analyzed answers.
“A powerful open-source choice for building a developer portal.” → “A framework requiring significant engineering investment, not a drop-in product.”
Jumped from rank #16 in Oct 2025 to #6 by Mar 2026.
Moved from rank #6 to #5 between Oct 2025 and Mar 2026.
Across 1,691 AI responses, OpsLevel is mentioned most, named in 59% of them, followed by Port (55%) and Backstage (39%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,691 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
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.
AI responses have evolved from citing less-focused open-source tools to consistently recommending documentation-centric static site generators. Since late 2025, Docusaurus and have become the top-cited open-source alternatives, positioned as foundations for a 'docs-as-code' approach to building a portal. Commercial SaaS tools like and are still frequently mentioned as easier alternatives, even when the prompt asks specifically for open-source.
Brands mentioned
Brands mentioned
AI responses have evolved from citing less-focused open-source tools to consistently recommending documentation-centric static site generators. Since late 2025, Docusaurus and
MkDocs have become the top-cited open-source alternatives, positioned as foundations for a 'docs-as-code' approach to building a portal. Commercial SaaS tools like
Port and
OpsLevel are still frequently mentioned as easier alternatives, even when the prompt asks specifically for open-source.