scope stringclasses 3
values | metric stringlengths 14 54 | count int64 0 950 | denominator int64 9 1.03k | percent float64 0 100 |
|---|---|---|---|---|
methodology | methodology.observationFailureRate | 2 | 1,030 | 0.2 |
overall | overall.dmarcAdoption | 836 | 1,028 | 81.3 |
overall | overall.dmarcEnforcement | 466 | 836 | 55.7 |
overall | overall.noAggregateReporting | 115 | 836 | 13.8 |
overall | overall.spfAdoption | 926 | 1,028 | 90.1 |
overall | overall.multipleSpfRecords | 2 | 1,028 | 0.2 |
overall | overall.spfLookupFailure | 30 | 926 | 3.2 |
overall | overall.bimiAdoption | 18 | 1,028 | 1.8 |
overall | overall.bimiAmongEnforcing | 18 | 466 | 3.9 |
overall | overall.withMx | 950 | 1,028 | 92.4 |
byDimension | byDimension.country.0.metrics.dmarcAdoption | 836 | 1,028 | 81.3 |
byDimension | byDimension.country.0.metrics.dmarcEnforcement | 466 | 836 | 55.7 |
byDimension | byDimension.country.0.metrics.noAggregateReporting | 115 | 836 | 13.8 |
byDimension | byDimension.country.0.metrics.spfAdoption | 926 | 1,028 | 90.1 |
byDimension | byDimension.country.0.metrics.multipleSpfRecords | 2 | 1,028 | 0.2 |
byDimension | byDimension.country.0.metrics.spfLookupFailure | 30 | 926 | 3.2 |
byDimension | byDimension.country.0.metrics.bimiAdoption | 18 | 1,028 | 1.8 |
byDimension | byDimension.country.0.metrics.bimiAmongEnforcing | 18 | 466 | 3.9 |
byDimension | byDimension.country.0.metrics.withMx | 950 | 1,028 | 92.4 |
byDimension | byDimension.region.0.metrics.dmarcAdoption | 413 | 556 | 74.3 |
byDimension | byDimension.region.0.metrics.dmarcEnforcement | 250 | 413 | 60.5 |
byDimension | byDimension.region.0.metrics.noAggregateReporting | 90 | 413 | 21.8 |
byDimension | byDimension.region.0.metrics.spfAdoption | 508 | 556 | 91.4 |
byDimension | byDimension.region.0.metrics.multipleSpfRecords | 2 | 556 | 0.4 |
byDimension | byDimension.region.0.metrics.spfLookupFailure | 21 | 508 | 4.1 |
byDimension | byDimension.region.0.metrics.bimiAdoption | 10 | 556 | 1.8 |
byDimension | byDimension.region.0.metrics.bimiAmongEnforcing | 10 | 250 | 4 |
byDimension | byDimension.region.0.metrics.withMx | 521 | 556 | 93.7 |
byDimension | byDimension.region.1.metrics.dmarcAdoption | 186 | 215 | 86.5 |
byDimension | byDimension.region.1.metrics.dmarcEnforcement | 54 | 186 | 29 |
byDimension | byDimension.region.1.metrics.noAggregateReporting | 4 | 186 | 2.2 |
byDimension | byDimension.region.1.metrics.spfAdoption | 180 | 215 | 83.7 |
byDimension | byDimension.region.1.metrics.multipleSpfRecords | 0 | 215 | 0 |
byDimension | byDimension.region.1.metrics.spfLookupFailure | 5 | 180 | 2.8 |
byDimension | byDimension.region.1.metrics.bimiAdoption | 1 | 215 | 0.5 |
byDimension | byDimension.region.1.metrics.bimiAmongEnforcing | 1 | 54 | 1.9 |
byDimension | byDimension.region.1.metrics.withMx | 188 | 215 | 87.4 |
byDimension | byDimension.region.2.metrics.dmarcAdoption | 94 | 98 | 95.9 |
byDimension | byDimension.region.2.metrics.dmarcEnforcement | 79 | 94 | 84 |
byDimension | byDimension.region.2.metrics.noAggregateReporting | 3 | 94 | 3.2 |
byDimension | byDimension.region.2.metrics.spfAdoption | 93 | 98 | 94.9 |
byDimension | byDimension.region.2.metrics.multipleSpfRecords | 0 | 98 | 0 |
byDimension | byDimension.region.2.metrics.spfLookupFailure | 1 | 93 | 1.1 |
byDimension | byDimension.region.2.metrics.bimiAdoption | 4 | 98 | 4.1 |
byDimension | byDimension.region.2.metrics.bimiAmongEnforcing | 4 | 79 | 5.1 |
byDimension | byDimension.region.2.metrics.withMx | 93 | 98 | 94.9 |
byDimension | byDimension.region.3.metrics.dmarcAdoption | 35 | 37 | 94.6 |
byDimension | byDimension.region.3.metrics.dmarcEnforcement | 19 | 35 | 54.3 |
byDimension | byDimension.region.3.metrics.noAggregateReporting | 3 | 35 | 8.6 |
byDimension | byDimension.region.3.metrics.spfAdoption | 35 | 37 | 94.6 |
byDimension | byDimension.region.3.metrics.multipleSpfRecords | 0 | 37 | 0 |
byDimension | byDimension.region.3.metrics.spfLookupFailure | 2 | 35 | 5.7 |
byDimension | byDimension.region.3.metrics.bimiAdoption | 2 | 37 | 5.4 |
byDimension | byDimension.region.3.metrics.bimiAmongEnforcing | 2 | 19 | 10.5 |
byDimension | byDimension.region.3.metrics.withMx | 36 | 37 | 97.3 |
byDimension | byDimension.region.4.metrics.dmarcAdoption | 34 | 35 | 97.1 |
byDimension | byDimension.region.4.metrics.dmarcEnforcement | 26 | 34 | 76.5 |
byDimension | byDimension.region.4.metrics.noAggregateReporting | 4 | 34 | 11.8 |
byDimension | byDimension.region.4.metrics.spfAdoption | 33 | 35 | 94.3 |
byDimension | byDimension.region.4.metrics.multipleSpfRecords | 0 | 35 | 0 |
byDimension | byDimension.region.4.metrics.spfLookupFailure | 0 | 33 | 0 |
byDimension | byDimension.region.4.metrics.bimiAdoption | 0 | 35 | 0 |
byDimension | byDimension.region.4.metrics.bimiAmongEnforcing | 0 | 26 | 0 |
byDimension | byDimension.region.4.metrics.withMx | 34 | 35 | 97.1 |
byDimension | byDimension.sector.0.metrics.dmarcAdoption | 305 | 439 | 69.5 |
byDimension | byDimension.sector.0.metrics.dmarcEnforcement | 188 | 305 | 61.6 |
byDimension | byDimension.sector.0.metrics.noAggregateReporting | 78 | 305 | 25.6 |
byDimension | byDimension.sector.0.metrics.spfAdoption | 399 | 439 | 90.9 |
byDimension | byDimension.sector.0.metrics.multipleSpfRecords | 2 | 439 | 0.5 |
byDimension | byDimension.sector.0.metrics.spfLookupFailure | 17 | 399 | 4.3 |
byDimension | byDimension.sector.0.metrics.bimiAdoption | 2 | 439 | 0.5 |
byDimension | byDimension.sector.0.metrics.bimiAmongEnforcing | 2 | 188 | 1.1 |
byDimension | byDimension.sector.0.metrics.withMx | 409 | 439 | 93.2 |
byDimension | byDimension.sector.1.metrics.dmarcAdoption | 229 | 247 | 92.7 |
byDimension | byDimension.sector.1.metrics.dmarcEnforcement | 141 | 229 | 61.6 |
byDimension | byDimension.sector.1.metrics.noAggregateReporting | 31 | 229 | 13.5 |
byDimension | byDimension.sector.1.metrics.spfAdoption | 232 | 247 | 93.9 |
byDimension | byDimension.sector.1.metrics.multipleSpfRecords | 0 | 247 | 0 |
byDimension | byDimension.sector.1.metrics.spfLookupFailure | 8 | 232 | 3.4 |
byDimension | byDimension.sector.1.metrics.bimiAdoption | 4 | 247 | 1.6 |
byDimension | byDimension.sector.1.metrics.bimiAmongEnforcing | 4 | 141 | 2.8 |
byDimension | byDimension.sector.1.metrics.withMx | 238 | 247 | 96.4 |
byDimension | byDimension.sector.2.metrics.dmarcAdoption | 198 | 228 | 86.8 |
byDimension | byDimension.sector.2.metrics.dmarcEnforcement | 61 | 198 | 30.8 |
byDimension | byDimension.sector.2.metrics.noAggregateReporting | 5 | 198 | 2.5 |
byDimension | byDimension.sector.2.metrics.spfAdoption | 191 | 228 | 83.8 |
byDimension | byDimension.sector.2.metrics.multipleSpfRecords | 0 | 228 | 0 |
byDimension | byDimension.sector.2.metrics.spfLookupFailure | 5 | 191 | 2.6 |
byDimension | byDimension.sector.2.metrics.bimiAdoption | 1 | 228 | 0.4 |
byDimension | byDimension.sector.2.metrics.bimiAmongEnforcing | 1 | 61 | 1.6 |
byDimension | byDimension.sector.2.metrics.withMx | 199 | 228 | 87.3 |
byDimension | byDimension.sector.3.metrics.dmarcAdoption | 66 | 70 | 94.3 |
byDimension | byDimension.sector.3.metrics.dmarcEnforcement | 57 | 66 | 86.4 |
byDimension | byDimension.sector.3.metrics.noAggregateReporting | 1 | 66 | 1.5 |
byDimension | byDimension.sector.3.metrics.spfAdoption | 66 | 70 | 94.3 |
byDimension | byDimension.sector.3.metrics.multipleSpfRecords | 0 | 70 | 0 |
byDimension | byDimension.sector.3.metrics.spfLookupFailure | 0 | 66 | 0 |
byDimension | byDimension.sector.3.metrics.bimiAdoption | 11 | 70 | 15.7 |
byDimension | byDimension.sector.3.metrics.bimiAmongEnforcing | 11 | 57 | 19.3 |
byDimension | byDimension.sector.3.metrics.withMx | 66 | 70 | 94.3 |
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Palisade State of DMARC 2026 and derivative benchmarks
Aggregate public-DNS measurements behind Palisade's 2026 email-authentication research. This mirror keeps the State of DMARC parent dataset and three separately sourced, aggregate-only derivative studies on one citation surface.
- Parent report: https://www.palisade.email/research/state-of-dmarc-2026
- DOI and permanent parent archive: https://doi.org/10.5281/zenodo.21924607
- Parent dataset version: 1.4
- Parent scan completed: 13 August 2026
- License: CC BY 4.0
Included datasets
The State of DMARC 2026: enforcement across the top 100,000 domains
The pinned Tranco top-100,000 parent study observed 99,310 domains. Files: state-of-dmarc-2026.csv and state-of-dmarc-2026.json.
Observed MX provider benchmark 2026
- Report: https://www.palisade.email/research/email-provider-benchmark-2026
- Published: 2026-08-14
- Observed: 99,300 of 100,000 rows
- Files:
email-provider-benchmark-2026.csv,email-provider-benchmark-2026.json
A rank-adjusted comparison of DMARC, reporting, SPF and BIMI deployment by observed MX operator across the Tranco top 100,000 domains.
Canada and Quebec email-authentication benchmark 2026
- Report: https://www.palisade.email/research/canada-email-authentication-2026
- Published: 2026-08-14
- Observed: 1,028 of 1,030 rows
- Files:
canada-email-authentication-2026.csv,canada-email-authentication-2026.json
DMARC, SPF, BIMI and observed MX deployment across sourced Canadian public institutions, listed companies and major organizational systems.
North American MSP email-authentication benchmark 2026
- Report: https://www.palisade.email/research/north-american-msp-email-security-2026
- Published: 2026-08-14
- Observed: 566 of 567 rows
- Files:
north-american-msp-email-security-2026.csv,north-american-msp-email-security-2026.json
Aggregate DMARC, reporting, SPF and BIMI measurements across 500+ MSP organizational domains listed in Clutch's U.S. and Canada markets.
Responsible data release
Only reviewed aggregate statistics are included. The mirror intentionally excludes per-domain scan results, organization mappings, contact details, licensed directory descriptions and election-office observations. Every percentage retains its numerator and denominator; source restrictions and limitations remain in each JSON publication object and canonical report.
Citation
Cite the canonical page for the specific derivative study you use. For the parent dataset, cite: Chenard, Samuel. (2026). The State of DMARC 2026: Enforcement Across the Top 100,000 Domains (Version 1.4) [Data set]. Palisade. https://doi.org/10.5281/zenodo.21924607
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