Keyword · US · updated 2026-06-29
ml roadmap
- Monthly searches
- 90
- CPC
- $6.23
- Competition
- 0.28
Also searched
Monthly average for US, from the Google Ads API: the same numbers you'd see in Google Ads.
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Related keywords
Keywords with overlapping search results. Similar volume and high overlap means the same search intent, so you can target either.
| Keyword | Volume | CPC | Overlap |
|---|---|---|---|
| roadmap machine learning | 390 | $8.18 | 14/20 |
| machine learning roadmap | 390 | $6.05 | 13/20 |
| roadmap for machine learning | 390 | $8.18 | 13/20 |
| machine learning engineer roadmap | 140 | $6.00 | 6/20 |
| ml engineer roadmap | 140 | $8.03 | 6/20 |
| ai ml roadmap | 70 | $10.04 | 9/20 |
| ai/ml roadmap | 70 | $4.91 | 7/20 |
| ai roadmap for beginners | 70 | $10.61 | 6/20 |
| artificial intelligence learning roadmap | 70 | $8.46 | 6/20 |
| ai ml engineer roadmap | 40 | $11.89 | 6/20 |
For AI agents: query this keyword over HTTP
$ curl "https://api.seodata.dev/v1/keyword?q=ml+roadmap&country=us"
Returns: volume, cpc, competition
Country: &country=us (50+ supported, 2-letter ISO)
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