2026-08.1 record

CRM

Systems that centralize customer and prospect records, sales activity, pipeline management, and related revenue workflows.

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

Capture date: 2026-08-28. The Index measures observed naming, not service quality or product merit.

Commissioned engagement: no.

Dispute policy · Explore the buyer questions

Full checked set, sorted by observed counts, not a ranking.
VendorNamedVendor domain cited
Salesforce Sales Cloud78 of 117 valid answers, 66.7% (Wilson 95% interval 57.7% to 74.6%)17 of 117 valid answers, 14.5% (Wilson 95% interval 9.3% to 22.0%)
HubSpot CRM77 of 117 valid answers, 65.8% (Wilson 95% interval 56.8% to 73.8%)5 of 117 valid answers, 4.3% (Wilson 95% interval 1.8% to 9.6%)
Pipedrive63 of 117 valid answers, 53.8% (Wilson 95% interval 44.8% to 62.6%)14 of 117 valid answers, 12.0% (Wilson 95% interval 7.3% to 19.1%)
Zoho CRM63 of 117 valid answers, 53.8% (Wilson 95% interval 44.8% to 62.6%)5 of 117 valid answers, 4.3% (Wilson 95% interval 1.8% to 9.6%)
Microsoft Dynamics 36523 of 117 valid answers, 19.7% (Wilson 95% interval 13.5% to 27.8%)3 of 117 valid answers, 2.6% (Wilson 95% interval 0.9% to 7.3%)
Freshsales15 of 117 valid answers, 12.8% (Wilson 95% interval 7.9% to 20.1%)0 of 117 valid answers, 0.0% (Wilson 95% interval 0.0% to 3.2%)
Close5 of 117 valid answers, 4.3% (Wilson 95% interval 1.8% to 9.6%)0 of 117 valid answers, 0.0% (Wilson 95% interval 0.0% to 3.2%)
Insightly3 of 117 valid answers, 2.6% (Wilson 95% interval 0.9% to 7.3%)1 of 117 valid answers, 0.9% (Wilson 95% interval 0.2% to 4.7%)
Copper1 of 117 valid answers, 0.9% (Wilson 95% interval 0.2% to 4.7%)0 of 117 valid answers, 0.0% (Wilson 95% interval 0.0% to 3.2%)
Nimble0 of 117 valid answers, 0.0% (Wilson 95% interval 0.0% to 3.2%)0 of 117 valid answers, 0.0% (Wilson 95% interval 0.0% to 3.2%)

Release and method

Release
2026-08, corrected version 2026-08.1
Published
2026-08-28
Capture dates
2026-08-28. Dates of the published source captures. Separate answer capture dates were not supplied.
Engines
ChatGPT, Claude, Perplexity, Google AI Overviews
Configuration
10 fixed questions, 4 engines, 3 repeats.
Method version
A separate method version was not supplied with this historical release.
Excluded answers
3 answers are excluded because an engine returned the recorded reason. Excluded answers reduce their question bases and are not counted as misses.
Commissioned engagement
No commissioned engagement is declared for this category.

Plain word vendor names count only with a qualifier or the vendor domain among the cited URLs. Historical answer text cannot be independently checked against this rule.

The historical August 2026 record uses four engines. The current five engine method includes Google AI Mode; its observations are separate from this release.

No answer text was retained for this historical release. Counts are shown without answer quotations.

Citation erratum

Vendor citation counts were reconstructed from saved cited URLs, requiring an existing named verdict and the vendor domain or a subdomain in the same answer. The earlier citation fields were incorrectly zero. Named counts, question counts, answer bases and exclusions are unchanged. Nimble remains recorded at zero named answers. Answer text was not retained, so contextual qualification of its name cannot be independently re-scored from this release. This correction is archived in version 2026-08.1.

Download and cite

Release JSON · Category CSV · DOI 10.5281/zenodo.22721962

How to cite: Broadcastwell. The Absence Index, CRM, version 2026-08.1. https://doi.org/10.5281/zenodo.22721962. CC BY 4.0 with attribution to Broadcastwell.

About this page

Observed answers on stated dates, not a ranking. This is not a judgment of product quality.

This public record reports the checked set, fixed questions and stated dates. Claim a vendor page, file a dispute or ask for a re-run, or read the dispute policy and log.

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