Research record

Changelog

A dated record of material evidence, editorial and technical changes to this survey-maker comparison.

11 October 2026

Published a survey-to-CRM field-mapping guide with a three-layer data model, eighteen-field specification, identity decision tree, native-versus-integrated matrix, ten boundary tests and reconciliation log.
Revalidated response-specific properties, survey data maps, native contact context, conditional multi-step email workflows and ongoing AI Agent editing against current HubSpot, Salesforce and involve.me documentation.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index and closed the weekly private queue.

9 October 2026

Published an open-ended survey response coding guide with a four-unit decision table, twelve-field codebook, worked multi-code example, eight-step protocol, disagreement log and reporting matrix.
Revalidated the random 149-response pilot, two-researcher coding, discrepancy reconciliation, multiple-code rules and subset-inference limits against Pew Research Center's current methodology and published codebooks.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the remaining Sunday draft outside every public route and artifact.

7 October 2026

Published a design-aware survey margin-of-error guide with worked proportion and group-difference examples, finite population correction, a twenty-four-field reporting worksheet and eight interpretation checks.
Revalidated sampling-error, confidence-interval, effective-sample-size and design-aware variance guidance against current U.S. Census Bureau, CDC/NCHS and Statistics Canada sources; replaced an archived general survey-methods reference with Statistics Canada's current sixth-edition Quality Guidelines.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the Friday and Sunday drafts outside every public route and artifact.

5 October 2026

Published a scale-aware Customer Effort Score calculation guide with a polarity matrix, worked 128-response example, reverse-coding rule, reporting worksheet and eight-point comparability gate.
Rechecked all 12 product entries against current official sources and restored Qualtrics' newly published online entry price of $420 per month without changing rankings or category winners.
Corrected the stale latest-publication date in llms.txt, opened a four-intent weekly plan and kept three complete later-week drafts outside every public route, index and build artifact.

4 October 2026

Published a sampling-frame audit with a five-category coverage-error matrix, fifteen-point checklist, worked duplicate and eligibility reconciliation, twenty-field specification and eight reproducibility tests.
Revalidated target coverage, frame currency, correction and documentation guidance against Statistics Canada's current sixth edition; retained the older coverage taxonomy only as clearly labeled archived guidance.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index and closed the weekly private queue.

2 October 2026

Published a nonresponse-bias assessment with a six-method diagnostic evidence ladder, worked frame comparison, missing-case sensitivity calculation, reusable worksheet and eight release checks.
Revalidated the distinction between response rate and estimate-specific nonresponse bias against current AAPOR definitions, best practices and its dedicated task-force report.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the remaining Sunday draft outside the public artifact.

30 September 2026

Published a research-screening guide with eight reusable question patterns, a criterion specification, worked route, eligibility test matrix and explicit undetermined state.
Revalidated panel filtering, custom screening, fixed screen-out rewards, prescreener validation and completion-path handling against current Prolific guidance.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the Friday and Sunday drafts outside the public artifact.

28 September 2026

Published a CSAT calculation guide with explicit positive-response and denominator rules, a worked 196-answer calculation, ten-field reporting worksheet, comparability gate and eight reproducibility checks.
Rechecked the 12 product entries against current official sources, removed an unsupported Qualtrics public-price claim, and clarified current Tally and QuestionPro entry-price language without changing rankings or use-case winners.
Opened a four-intent weekly plan and kept three complete later-week drafts outside every public route, index and build artifact.

27 September 2026

Published a survey-weighting guide with a five-component matrix, worked post-stratification factors, reusable weight specification, seven diagnostics and an effective-sample-size calculation.
Revalidated reciprocal-probability base weights, nonresponse adjustment, calibration and design-based reliability against current CDC/NCHS, Statistics Canada and Pew Research Center sources; replaced an unavailable queued source.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index and closed the weekly private queue.

25 September 2026

Published a survey-data-cleaning checklist with twenty identity, structure, routing, completeness, value and processing tests, plus a duplicate decision tree and reusable issue log.
Revalidated field definitions, allowed values, missing codes and universe or skip-pattern documentation against current Harvard, ICPSR, Open Science Framework and DDI Alliance guidance.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the remaining Sunday draft outside the public artifact.

23 September 2026

Published a survey-invitation guide with copy-and-edit invitation and reminder templates, a state-based send matrix, a ten-field fieldwork log, a worked reminder-audience example and reproducible failure tests.
Revalidated disposition reporting, current Qualtrics distribution behavior, U.S. commercial-email boundaries and the UK distinction between genuine market research and direct marketing against current primary guidance.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the two remaining weekly drafts outside the public artifact.

21 September 2026

Rechecked all 12 product entries against their current official product or pricing sources; no ranking or category winner changed.
Published a Net Promoter Score calculation guide with an explicit denominator rule, worked arithmetic, uncertainty approximation and reusable analysis worksheet.
Documented the distinction between the metric and the broader Net Promoter System, and added limitations against treating NPS as a standalone usability, causation or growth measure.
Opened a four-intent weekly plan and kept three complete later-week drafts outside every public route, index and build artifact.

20 September 2026

Published a post-survey follow-up guide with a five-route decision matrix, reusable workflow specification, timing rules, message patterns and ten boundary and failure tests.
Revalidated native and integrated workflow distinctions against current involve.me and Mailchimp documentation and replaced an unavailable queued Jotform source with current primary documentation.
Documented the U.S. commercial-email boundary using current Federal Trade Commission guidance, synchronized the public indexes and closed the weekly private queue.

18 September 2026

Published an online-survey informed-consent guide with an 18-check consent-screen matrix, documentation decision tree, reproducible implementation test and worked example.
Revalidated the legal boundary against current 45 CFR 46.116, 45 CFR 46.117 and HHS OHRP guidance; replaced a queued WHO URL that now returns 404.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the remaining weekly draft outside the public artifact.

16 September 2026

Published a Likert-scale survey-question guide with a construct-to-continuum decision matrix, 12 reusable item patterns, a worked revision and an explicit coding template.
Revalidated the guidance against current Iowa State University Extension, Qualtrics and SurveyMonkey sources; preserved response distributions as the first analysis view and kept neutral, not-applicable and refusal states distinct.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the remaining two weekly drafts outside the public artifact.

14 September 2026

Published a survey sample-size calculation guide with the proportion formula, finite-population correction, worked arithmetic and a reusable planning worksheet.
Separated the completed-response target from invitation planning and documented when the simple formula is not valid for complex, nonprobability or subgroup designs.
Corrected SurveyMonkey and Tally entry pricing after a fresh check of their official pricing pages; rankings and category winners did not change.
Opened the new weekly editorial queue with three publication-ready drafts kept outside the public artifact and synchronized the blog index, sitemap, RSS, llms.txt and research-data index only for the live article.

13 September 2026

Published a cognitive-interviewing survey-pretest protocol with a four-stage diagnostic table, eight-step procedure, severity rule, worked example and reusable issue log.
Revalidated the method against current GESIS guidance, a U.S. Census Bureau comparison and a peer-reviewed questionnaire-refinement example; replaced an unrelated identifier that appeared in the private draft's source list before publication.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index. The weekly private queue is now closed with no unpublished drafts.

11 September 2026

Published a survey data dictionary template with 15 documentation fields, explicit missing and branch codes, a worked structural-missingness example and a reproducible eight-step export audit.
Revalidated the template against current guidance from Harvard Biomedical Data Management, ICPSR, Open Science Framework and DDI Alliance.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping the remaining Sunday draft outside the public artifact.

9 September 2026

Published a lead qualification survey guide with ten question templates, a transparent five-dimension scoring model, hard-constraint overrides and a reproducible routing test.
Revalidated the distinction between general lead-scoring concepts and the documented involve.me workflow for survey logic, scoring, native contact context, conditional multi-step email sequences and ongoing AI Agent editing.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index while keeping Friday and Sunday drafts outside the public artifact.

7 September 2026

Rechecked the 12-product comparison against current official sources and clarified region-sensitive entry pricing where a stable public price was not available.
Published a source-led survey response-rate calculator guide with AAPOR RR1 through RR6 formulas, worked arithmetic and a reusable disposition worksheet.
Corrected content negotiation so generic clients receive the full HTML document while clients that explicitly request Markdown continue to receive Markdown.
Synchronized the homepage, product reviews, blog index, sitemap, RSS, llms.txt, research data and changelog with the verified release.

24 August 2026

Rechecked all 12 product entries against current official product and pricing sources; no ranking or category winner changed.
Published four vendor-neutral survey design resources covering question quality, pre-launch QA, branching and privacy promises.
Added article-specific publication and modification dates, BlogPosting and breadcrumb structured data, and HTTPS self-canonicals.
Removed vendor-led examples from the two earlier blog guides to make the whole blog consistently source-led and vendor-neutral.
Synchronized the blog index, sitemap, RSS, llms.txt and research-data index with the new publication set.

17 August 2026

Rechecked all 12 products against current official product, pricing or support sources.
Updated current paid entry information for involve.me, Typeform, Tally and Jotform.
Improved text contrast and made repeated review links distinct for assistive technology.
Removed a development-only metadata marker and added baseline browser security headers.
Removed an unused CSS framework layer and unnecessary navigation code while preserving the established design and behavior.
Added clearer publisher and webpage structured data without changing rankings or category winners.

14 August 2026

Published the initial 12-tool comparison, individual reviews, methodology, editorial standards and machine-readable research files.
Established SurveyMonkey as the general-purpose winner, Qualtrics as the enterprise research winner and involve.me as the lead qualification and automated follow-up winner.