# Semrush vs SpyFu: what an AI agent can replace

Semrush vs SpyFu by job: which of each tool's jobs an AI agent running looot covers, and what you keep each tool for. It does not rank the two.

## The honest note

looot is not Semrush and not SpyFu. Each product does things looot does not, and the lists below name them. Use this page to decide which jobs an agent can take over, not which tool to choose.

## Verdicts

- Semrush (/can-i-replace/semrush): kinda.
- SpyFu (/can-i-replace/spyfu): kinda.

## Job by job

- Keyword research: Semrush Keyword research (covered); SpyFu Competitor keywords (covered), Keyword history (partly covered).
- Backlinks: Semrush Backlink data (partly covered); SpyFu Backlink data (partly covered).
- Ad research: Semrush Ad research (covered); SpyFu Search ad research (covered).
- Rank tracking: Semrush Check search rankings (covered); SpyFu no matching job.
- Traffic and audience: Semrush Competitor traffic (partly covered); SpyFu no matching job.
- Site audit and crawl: Semrush Site audit (partly covered); SpyFu no matching job.
- Content tools: Semrush Content writing assistant (not covered); SpyFu no matching job.
- Company data: Semrush no matching job; SpyFu Domain overview (covered).

## Jobs both do that an agent can take over

- Keyword research. Providers: dataforseo, searchapi-io.
- Backlinks. Providers: dataforseo.
- Ad research. Providers: adyntel, dataforseo, searchapi-io.

## What you keep Semrush for

- Backlink data: partly covered. Depth and freshness differ from a dedicated backlink index.
- Competitor traffic: partly covered. Estimates come from the provider and may differ from other tools.
- Site audit: partly covered. An agent can crawl and check pages, but there is no ready-made audit report.
- Content writing assistant: not covered. looot has no editor.

## What you keep SpyFu for

- Keyword history: partly covered. Depth of history depends on the provider.
- Backlink data: partly covered. Depth and freshness differ from a dedicated backlink index.

## Agent prompt for Semrush jobs

Use looot to run keyword research for a topic I give you, check who ranks in the top 10 for each keyword, and summarise the gaps. If you have not yet, set up https://looot.ai/skill.md first. Then search the looot catalog for each step, check the price of each endpoint before you call it, run the cheapest one that fits, and show me the results as a table.

## Agent prompt for SpyFu jobs

Use looot to show me which keywords a competitor domain ranks for and which search ads they run, then list keywords I do not target yet. If you have not yet, set up https://looot.ai/skill.md first. Then search the looot catalog for each step, check the price of each endpoint before you call it, run the cheapest one that fits, and show me the results as a table.

## Semrush vs SpyFu: which jobs can an AI agent replace?

We list 7 jobs for Semrush: 3 covered, 3 partly covered and 1 not covered by an agent running looot. For SpyFu we list 5: 3 covered, 2 partly covered and 0 not covered. The verdicts are kinda for Semrush and kinda for SpyFu.

## Semrush or SpyFu: how do I choose?

This page does not pick one. It shows which jobs an agent running looot can take over for each tool. Start from the jobs you need done, then keep the tool whose not-covered jobs you rely on.

## Is SpyFu better than Semrush?

This page does not rank them. It shows coverage only: which of each tool's jobs an agent running looot can do. Quality, fit and price are for you to check with each vendor.

## Is there a Semrush alternative or a SpyFu alternative for an AI agent?

An agent running looot can do the covered jobs of either tool by calling provider endpoints directly. See the Semrush alternatives page and the SpyFu alternatives page for the job lists, the providers and the prompts.

## Is looot Semrush or SpyFu?

Neither. looot is a catalog of data and action endpoints that your agent calls, paid per call. It is not a copy of Semrush or SpyFu and it has no seat, plan or dashboard of theirs.

## Which is cheaper, Semrush or SpyFu?

This page states no price for either tool. List prices change, so check each vendor's own pricing page. looot is pay per call, and the price of each call shows before the run.

## What do Semrush and SpyFu do that an agent running looot cannot?

For Semrush: backlink data, competitor traffic, site audit and content writing assistant. For SpyFu: keyword history and backlink data. Partly covered jobs are included, because an agent does only part of each.

## Which jobs do Semrush and SpyFu share that an agent can take over?

Both tools list these jobs, and an agent running looot covers at least part of each: keyword research, backlinks and ad research.

## More

- /can-i-replace/semrush
- /can-i-replace/spyfu
- /alternatives/semrush
- /alternatives/spyfu
- /compare