Best DataForSEO alternatives, as a decision tree for R users
Start at the first question and follow your answers. Most analysts land on one of three branches, and only one of them involves leaving a broader provider.
CranSEO research team ·
Read this first
The tree has three leaves
Stay where you are, add a link-only API next to it, or move to a full suite. Which one fits depends on what your data frame is made of, not on which brand name you know.
- Mostly keyword and SERP columns: stay
- Mostly link columns: add a link-only API
- Rank tracking plus a client portal: a full suite
The tree, one branch per row
| Question | If yes | If no |
|---|---|---|
| Does the report need keyword volumes or SERP positions? | Keep a keyword provider for those columns, then go to row 2 | Go to row 2 |
| Is the link part of the report only referring domains, anchors and a trust score? | A link-only API such as CranSEO is enough for that part | Go to row 3 |
| Do you need daily-fresh crawl data? | Use Ahrefs or Semrush; our graph refreshes roughly monthly | Go to row 4 |
| Will the notebook be rerun by colleagues who should not see a paid key? | Prefer free actions where possible; they need no key | Any provider will do |
| Is the budget per run a few dollars at most? | Per-call billing from $0.10 per 1,000 calls fits | Compare against a monthly plan instead |
Why we put link-only on its own branch
Splitting the stack is common. Analysts rarely want one provider to do everything, because each column family has its own refresh rhythm and its own failure modes.
Keyword volumes drift weekly, while a link graph built from our own crawler moves about once a month. Putting them in the same pipeline step hides that difference and produces charts that look more precise than they are.
A narrow API also keeps the code short. One request() per action, one tibble per call, and the same cost whether the call returns 10 rows or 1,000.
None of this means a broader provider is worse. DataForSEO covers more ground than we do, and if your pipeline already leans on it for SERP data, the sensible move is often to leave that part alone.
Never replace a source mid-report. Run the old and the new provider side by side for one monthly cycle, compare the domain counts, and only then switch the chart.
Three short case sketches
These are sketches, not clients. Sketch one: an analyst builds a monthly competitor report from 40 domains and wants referring-domain counts and anchors. The link-only branch fits, and the budget page shows it costs cents.
Sketch two: a team needs keyword positions for 2,000 phrases every day. Nothing here helps. Stay with a SERP provider.
Sketch three is the mixed case. It is the commonest. Keep the SERP stage as it is, move only the link stage, and join the two tables downstream. The teardown walks through the stages, and the trust checker page covers the bulk scoring call that replaces a loop.
When the answer is it depends
It depends on refresh needs. Mostly that.
If a monthly snapshot is acceptable, you are in link-only territory, and a prepaid per-call model fits. If you need to react to a lost link the same day, you need a source built for that, and our monthly graph is the wrong tool whatever the price.