# Does AI add current-year terms to searches? | Trakkr Research

Canonical URL: https://trakkr.ai/trakkr-research/query-translation/answers/does-ai-add-current-year-terms-to-searches
Published: 2026-01-22
Last updated: 2026-01-22
Author: Mack Grenfell

Yes, often. AI injected a year term in 25.66% of prompt-to-query transformations, which shows a strong preference for freshness when it formulates retrieval queries.

## Methodology

Built from 11,521 captured prompt-to-query pairs observed in OpenAI web search calls, with 100% search-query coverage in the sampled dataset.

## Direct Answer

Yes, often. AI injected a year term in 25.66% of prompt-to-query transformations, representing 2,956 queries out of 11,521 prompt-query pairs, showing a strong preference for freshness when formulating retrieval queries.

## What this means

Operators must prioritize content refresh cycles and temporal relevance signals, as failing to update evergreen assets directly reduces the likelihood of inclusion in AI retrieval sets.

## Evidence table

| Metric | Value | Why it matters |
| --- | --- | --- |
| Year injection rate | 25.66% | 2,956 queries injected a year term. |
| Prompt-query pairs | 11,521 | Captured prompt-to-query transformations. |

## Frequently Asked Questions

### How frequently do AI models add a year to a search query?

AI models injected a year term in 25.66% of the 11,521 prompt-query pairs analyzed, totaling 2,956 queries.

### Does this mean evergreen content is less effective for AI search?

Evergreen content without recent updates or current-year framing often loses to newer roundups because AI systems actively seek fresh information during retrieval.

## What to do next

- [Write for the query the model is likely to search rather than just the wording a human might type first.](https://trakkr.ai/trakkr-research/query-translation/answers/does-ai-add-current-year-terms-to-searches#next-step-1)
- [Add current-year, format, and category framing where it genuinely helps the page answer the query.](https://trakkr.ai/trakkr-research/query-translation/answers/does-ai-add-current-year-terms-to-searches#next-step-2)
- [Ensure competitor and category language is present when the model is likely to inject it during retrieval.](https://trakkr.ai/trakkr-research/query-translation/answers/does-ai-add-current-year-terms-to-searches#next-step-3)

## Related pages

Continue through the same study cluster.

- [does ai turn vague prompts into lists and best of queries](https://trakkr.ai/trakkr-research/query-translation/answers/does-ai-turn-vague-prompts-into-lists-and-best-of-queries) - Related answer page
- [does ai insert brand names that users never mentioned](https://trakkr.ai/trakkr-research/query-translation/answers/does-ai-insert-brand-names-that-users-never-mentioned) - Related answer page
- [nearly one third of query pairs are complete rewrites](https://trakkr.ai/trakkr-research/query-translation/facts/nearly-one-third-of-query-pairs-are-complete-rewrites) - Related fact page
- [query rewrite pattern tracker](https://trakkr.ai/trakkr-research/query-translation/trackers/query-rewrite-pattern-tracker) - Related tracker page

## Data And Sources

- [How AI Translates Your Questions](https://trakkr.ai/trakkr-research/query-translation) - Flagship study behind this page
- [Page JSON](https://trakkr.ai/data/research-answers/query-translation/answers/does-ai-add-current-year-terms-to-searches.json) - Machine-readable companion file