Where does your company rank?
Company mentions in real model answers. Compare within a question set. Experimental, small sample.
Browser automation discovery · September 2026
4 questions · 1 run per question and model · 2026-09-17
| Rank | Company | Mention rate | Answers |
|---|---|---|---|
| 1 | Browserbasebrowserbase.com | 100.0% | 8 / 8 |
| 2 | Steelsteel.dev | 50.0% | 4 / 8 |
| 3 | Bright Databrightdata.com | 25.0% | 2 / 8 |
| 3 | Browser Usebrowser-use.com | 25.0% | 2 / 8 |
| 5 | Apifyapify.com | 12.5% | 1 / 8 |
| 6 | Anchor Browseranchorbrowser.io | 0.0% | 0 / 8 |
Rankings for each question
Literal company mentions for each exact question, using all measured models. These are not recommendations or search-engine positions.
A small engineering team wants to run Playwright workflows in hosted browsers instead of maintaining browser infrastructure. Which services should we compare, and what operational tradeoffs matter?
2/2 answers complete · 0 failed · 0 unresolved
| Rank | Company | Mention rate | Answers |
|---|---|---|---|
| 1 | Browserbase | 100.0% | 2 / 2 |
| 1 | Steel | 100.0% | 2 / 2 |
| 3 | Bright Data | 50.0% | 1 / 2 |
| 4 | Anchor Browser | 0.0% | 0 / 2 |
| 4 | Apify | 0.0% | 0 / 2 |
| 4 | Browser Use | 0.0% | 0 / 2 |
We are building an AI agent that needs to open pages, interact with forms, and inspect browser state. Which browser-session tools or services would you shortlist, and how would you choose between them?
2/2 answers complete · 0 failed · 0 unresolved
| Rank | Company | Mention rate | Answers |
|---|---|---|---|
| 1 | Browser Use | 100.0% | 2 / 2 |
| 1 | Browserbase | 100.0% | 2 / 2 |
| 3 | Steel | 50.0% | 1 / 2 |
| 4 | Anchor Browser | 0.0% | 0 / 2 |
| 4 | Apify | 0.0% | 0 / 2 |
| 4 | Bright Data | 0.0% | 0 / 2 |
Our browser automation must resume authorized workflows using persisted login sessions without mixing customer accounts. Which tools or services would you evaluate, and what session security and lifecycle controls should we check?
2/2 answers complete · 0 failed · 0 unresolved
| Rank | Company | Mention rate | Answers |
|---|---|---|---|
| 1 | Browserbase | 100.0% | 2 / 2 |
| 2 | Apify | 50.0% | 1 / 2 |
| 3 | Anchor Browser | 0.0% | 0 / 2 |
| 3 | Bright Data | 0.0% | 0 / 2 |
| 3 | Browser Use | 0.0% | 0 / 2 |
| 3 | Steel | 0.0% | 0 / 2 |
We need to run many independent browser workflows concurrently with useful failure diagnostics and predictable recovery. Which browser automation services should we evaluate, and how would you test their reliability before committing?
2/2 answers complete · 0 failed · 0 unresolved
| Rank | Company | Mention rate | Answers |
|---|---|---|---|
| 1 | Browserbase | 100.0% | 2 / 2 |
| 2 | Bright Data | 50.0% | 1 / 2 |
| 2 | Steel | 50.0% | 1 / 2 |
| 4 | Anchor Browser | 0.0% | 0 / 2 |
| 4 | Apify | 0.0% | 0 / 2 |
| 4 | Browser Use | 0.0% | 0 / 2 |
Questions (4)
- A small engineering team wants to run Playwright workflows in hosted browsers instead of maintaining browser infrastructure. Which services should we compare, and what operational tradeoffs matter?
- We are building an AI agent that needs to open pages, interact with forms, and inspect browser state. Which browser-session tools or services would you shortlist, and how would you choose between them?
- Our browser automation must resume authorized workflows using persisted login sessions without mixing customer accounts. Which tools or services would you evaluate, and what session security and lifecycle controls should we check?
- We need to run many independent browser workflows concurrently with useful failure diagnostics and predictable recovery. Which browser automation services should we evaluate, and how would you test their reliability before committing?
How ranks work
Mention rate = completed answers containing a tracked company name or alias ÷ completed answers. Each company counts once per answer. Ties share a rank; missing or company-prompted evidence is unranked. All-model scores pool completed answers. Search preserves ranks.
These small, published question sets measure API answer mentions, not website quality, endorsements, accuracy, or consumer chatbot visibility. Different question sets are separate indexes. A company absent from the tracked list is not evaluated. No trend is shown until comparable repeated measurements exist.
Results come from published production database snapshots. Refresh this page for updates. Raw answers stay private. Version: prompt-answers-v1.
More categories in the eval suite
Templates ready for evaluation. Only completed, published runs receive rankings.