Publish one comparison page that answers the scheduling, technician time, offline and all in one questions with product evidence, and ask the cited review site to reference it. Shipped 20 June 2026.
Baseline: scheduled run 2026-06 on 12 June 2026. Follow up: scheduled run run-1 on 8 July 2026. Method 1.1, 5 engines.
Group
Named
0 to 100
Target, before
0 of 25 answers, 0.0%, 95% interval 0.0 to 13.3
Target, after
12 of 23 answers, 52.2%, 95% interval 33.0 to 70.8
Control, before
3 of 25 answers, 12.0%, 95% interval 4.2 to 30.0
Control, after
3 of 25 answers, 12.0%, 95% interval 4.2 to 30.0
Change on target questions
52.2 points, 95% interval 28.8 to 70.8
Change on control questions
0.0 points, 95% interval -19.6 to 19.6
Controlled lift
52.2 points, 95% interval 21.7 to 79.2
Lift shown
Re-measure: 12 named on the target questions in the follow up run against 0 in the baseline run, same questions and engines: higher.
Repeat runs of one question are correlated, so the true uncertainty is wider than the interval shown.
Maintenance contract detail on the dispatch page (sample)
Version 2. Assignment locked 25 July 2026, 09:00 UTC, before the follow up run. Ship date 20 July 2026.
Add recurring maintenance contract detail to the dispatch page and submit it to the buyers guide the engines cited. Shipped 20 July 2026.
The target set has fewer than 5 questions, so its interval is wide.
The control set has fewer than 5 questions, so its interval is wide.
Baseline: scheduled run run-3 on 12 July 2026. Follow up: scheduled run 2026-08 on 12 August 2026. Method 1.1, 5 engines.
Group
Named
0 to 100
Target, before
8 of 14 answers, 57.1%, 95% interval 32.6 to 78.6
Target, after
2 of 15 answers, 13.3%, 95% interval 3.7 to 37.9
Control, before
3 of 20 answers, 15.0%, 95% interval 5.2 to 36.0
Control, after
3 of 20 answers, 15.0%, 95% interval 5.2 to 36.0
Change on target questions
-43.8 points, 95% interval -67.3 to -9.1
Change on control questions
0.0 points, 95% interval -23.2 to 23.2
Controlled lift
-43.8 points, 95% interval -76.8 to -2.1
No gain observed
Re-measure: 2 named on the target questions in the follow up run against 8 in the baseline run, same questions and engines: lower.
Repeat runs of one question are correlated, so the true uncertainty is wider than the interval shown.
Maintenance contract detail on the dispatch page (sample)
Version 1, superseded by a later version. Assignment locked 21 July 2026, 09:00 UTC, before the follow up run. Ship date 20 July 2026.
Target questions 2, 6, 7. Control questions 1, 5, 10.
Add recurring maintenance contract detail to the dispatch page and submit it to the buyers guide the engines cited. Shipped 20 July 2026.
The target set has fewer than 5 questions, so its interval is wide.
The control set has fewer than 5 questions, so its interval is wide.
Baseline: scheduled run run-3 on 12 July 2026. Follow up: scheduled run 2026-08 on 12 August 2026. Method 1.1, 5 engines.
Group
Named
0 to 100
Target, before
8 of 14 answers, 57.1%, 95% interval 32.6 to 78.6
Target, after
2 of 15 answers, 13.3%, 95% interval 3.7 to 37.9
Control, before
1 of 15 answers, 6.7%, 95% interval 1.2 to 29.8
Control, after
1 of 15 answers, 6.7%, 95% interval 1.2 to 29.8
Change on target questions
-43.8 points, 95% interval -67.3 to -9.1
Change on control questions
0.0 points, 95% interval -23.8 to 23.8
Controlled lift
-43.8 points, 95% interval -77.3 to -1.7
No gain observed
Re-measure: 2 named on the target questions in the follow up run against 8 in the baseline run, same questions and engines: lower.
Repeat runs of one question are correlated, so the true uncertainty is wider than the interval shown.
The Checklist Audit sample
Sample built from Absence Index release 2026-09 answers captured 22 to 23 Sep 2026 under method v1.1. This is a construction category example. The paid Checklist Audit is retired as of 26 October 2026. These 25 answers remain a historical sample.
Prepared by the Broadcastwell team. Team review: in progress.
Our construction category example shows 44 criteria from 25 existing answers across ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode. The full report includes five published Fieldwire capabilities, the mapping notes, repeated observations and 25 source receipts.
Criterion
Count
95 percent interval
Change order tracking and approval
Team review: in progress.
7 of 25
14.3 to 47.6 percent
Construction workflow tracking for RFIs, submittals and field reports
Team review: in progress.
6 of 25
11.5 to 43.4 percent
An interface field and office staff can use easily
Team review: in progress.
5 of 25
8.9 to 39.1 percent
Integration with existing accounting and project systems