machine learning predictive models Trends and Keyword Ideas
Explore machine learning predictive models performance trends, competitive benchmarks, ad opportunities, and related keyword ideas in one place.
Tracking machine learning predictive models trends and seasonal signals
Average Monthly Searches
320
Competition Index
13
Competition Level
Low
Top of Page Bid Range
1.28 / 9.52
Keyword snapshot
- machine learning predictive models averages 320 monthly searches in the current dataset.
- Competition is Low, with an index of 13.
- Top-of-page bids range from 1.28 to 9.52.
- The latest recorded month is 2026-04 with 210 searches.
What the data says
- Latest signal: 210 searches in 2026-04.
- Peak month: 590 searches in 2022-05.
- Recent direction: searches are cooling over the latest 3 months.
Seasonality summary
Demand peaked in 2022-05. The lowest recorded month was 2026-01. Recent demand is below the period average.
Show all 48 monthsCollapse
2022-05590
2022-06590
2022-07480
2022-08480
2022-09480
2022-10480
2022-11480
2022-12390
2023-01390
2023-02390
2023-03480
2023-04390
2023-05480
2023-06390
2023-07320
2023-08390
2023-09480
2023-10480
2023-11480
2023-12390
2024-01480
2024-02480
2024-03590
2024-04480
2024-05480
2024-06390
2024-07390
2024-08320
2024-09390
2024-10390
2024-11390
2024-12320
2025-01390
2025-02390
2025-03480
2025-04480
2025-05390
2025-06320
2025-07260
2025-08260
2025-09480
2025-10320
2025-11210
2025-12210
2026-01170
2026-02260
2026-03390
2026-04210
Exploring keyword ideas related to machine learning predictive models
| Keyword idea | Avg. monthly searches | Competition | Top bid (low/high) | Trend | Markets |
|---|---|---|---|---|---|
| machine learning predictive models | 320 | LowIndex: 13 | 1.28 / 9.52 |        | |
| machine learning models for prediction | 260 | LowIndex: 23 | 0.41 / 4.64 | | |
| machine learning prediction models | 210 | LowIndex: 13 | 0.4 / 4.61 | | |
| churn prediction machine learning | 140 | LowIndex: 14 | 0.33 / 6.66 | | |
| ml models for prediction | 170 | LowIndex: 15 | 0.3 / 9.83 | | |
| ai predictive modeling | 90 | LowIndex: 33 | 3.19 / 19.47 | | |
| churn model machine learning | 30 | LowIndex: 18 | 0.96 / 10.11 | | |
| machine learning prediction models examples | 70 | LowIndex: 16 | 1.3 / 6.72 | | |
| predictive machine learning | 140 | LowIndex: 10 | 1.26 / 7.79 | | |
| ai prediction algorithms | 20 | LowIndex: 13 | — / — | |
Opportunity groups
High volume related ideas
- machine learning predictive modelsVol 320Comp LowBid 9.52
- machine learning models for predictionVol 260Comp LowBid 4.64
- machine learning prediction modelsVol 210Comp LowBid 4.61
- ml models for predictionVol 170Comp LowBid 9.83
- churn prediction machine learningVol 140Comp LowBid 6.66
Lower competition ideas
- machine learning predictive modelsVol 320Comp LowBid 9.52
- machine learning models for predictionVol 260Comp LowBid 4.64
- machine learning prediction modelsVol 210Comp LowBid 4.61
- ml models for predictionVol 170Comp LowBid 9.83
- churn prediction machine learningVol 140Comp LowBid 6.66
Higher bid ideas
- ai predictive modelingVol 90Comp LowBid 19.47
- churn model machine learningVol 30Comp LowBid 10.11
- ml models for predictionVol 170Comp LowBid 9.83
- machine learning predictive modelsVol 320Comp LowBid 9.52
- predictive machine learningVol 140Comp LowBid 7.79
Results: 81 · Showing first 10 ideas
Frequently asked questions
- What is the monthly search volume for machine learning predictive models?
- machine learning predictive models averages 320 monthly searches in the current dataset.
- Is machine learning predictive models competitive?
- Competition is Low, with an index of 13.
- When does machine learning predictive models peak?
- Peak month: 590 searches in 2022-05.
- What are related keywords for machine learning predictive models?
- Related keywords include machine learning predictive models, machine learning models for prediction, machine learning prediction models, churn prediction machine learning, ml models for prediction.