Open data
The dialer dataset
18 vendors, every price with a source, a date, a method and an archive link, as JSON and CSV under CC BY 4.0.
What this is
Every price, seat minimum, contract term, feature flag and score on this site is rendered from one dataset. This page publishes that dataset so anyone can check a table against its source, build on it, or cite it directly.
- JSON: /data/dialers.json, full records including plans, verification provenance, gotchas, hands-on status and changelog.
- CSV: /data/dialers.csv, one flat row per vendor for spreadsheets.
Both are regenerated on every deploy from the same TypeScript records the pages render from, so a figure here cannot disagree with a figure on a page.
Licence and citation
Published under Creative Commons Attribution 4.0. Use it, republish it, build on it, including commercially, with attribution to MRR Nerds and a link to https://www.mrrnerds.com.
Suggested citation:
MRR Nerds. "Sales dialer dataset." https://www.mrrnerds.com/data. Retrieved <date>.
If you cite a single vendor's price, cite its verification record too: the verification object on each vendor gives the date, method, source URL, archive URL and quoted text.
Fields
| Field | Meaning |
|---|---|
| entry_usd_any_tier | Cheapest published tier for one seat, USD per month. Null when the vendor does not publish a price. |
| entry_usd_with_power_dialer | Cheapest published tier that includes a power dialer. This is the figure the site's tables show, because several vendors' entry tiers are click-to-call only. |
| telephony_model | included (minutes bundled in the seat), metered (billed on top), byoc (bring your own carrier, you pay the carrier directly), mixed. |
| pricing_transparency | published, published_without_units, gated_behind_demo, removed_during_2026, page_broken. Evidence is in the verification record. |
| seat_minimum, annual_contract_required | As enforced by the vendor on the verification date. |
| known_gotchas | Contract or pricing details that change the real bill, each with a source URL and date. |
| where_it_wins, where_it_loses | The case in which this product beats, or loses to, a named alternative, with the deciding number. |
| scores | Five rubric sub-scores from 0 to 5 and the weighted total. Weights are in the rubric object at the top of the JSON and on the methodology page. The total is computed, never stored. |
| verification | verified_at, verified_by, source_url, archive_url, quoted_text, method, and the third party named when the method is an estimate. |
| hands_on | Whether we have dialed on the tool ourselves. As of the current release every record is false; reviews say so above their score. |
| changelog | Dated, attributed notes on what changed in the record and why. |
What is deliberately not in the dataset
Third-party ratings from G2, Capterra or Trustpilot. They appear in prose on review pages with their review counts and retrieval dates, but we do not republish another site's aggregate as structured data.
Update cadence
Every vendor is re-verified at least quarterly against its pricing page, and any reader-reported change is checked within a week. Every check is appended to the verification log. The last_substantive_update field is the most recent changelog date for that vendor, and it drives the page's sitemap lastmod.
Corrections
If a value here is wrong, email hello@mrrnerds.com with the vendor page URL. The fix is logged on /corrections and in the verification log, and the JSON updates on the next deploy.
Related: scoring methodology, telephony cost model, all sources.