Notes on forms, answers, and the boring parts.
Field notes on collecting submissions, taming spam, and the small decisions that make a form a joy to fill in.
More from the desk.
- 6 min
Link-in-bio best practices for 2026
How to build a bio page that actually converts - block order, outcome-led labels, theming, capture, and the analytics that tell you what to cut.
link-in-biobio-page - 7 min
A/B testing funnels: what to test first
A test hierarchy for funnels - offer before headline before first screen before field count before design - plus honest sample-size math and the false-positive traps that fool most teams.
funnelsab-testing - 8 min
The anatomy of a high-converting quiz funnel
Screen-by-screen anatomy of quiz funnels that convert - the hook screen, question cadence, progress design, scoring, where the email gate goes, the result screen, and the follow-up sequence.
funnelsquiz-funnel - 10 min
The best ClickFunnels alternatives for lead generation in 2026
An honest roundup of ClickFunnels alternatives for lead-gen - Formspring, Heyflow, Perspective, involve.me, GoHighLevel, and Systeme.io - with a comparison table, real trade-offs, and who each tool actually fits.
clickfunnelsalternatives - 8 min
The best Typeform alternatives in 2026
An honest roundup of Typeform alternatives - Formspring, Tally, Jotform, SurveyMonkey, Google Forms, and HeyForm - with a comparison table, real trade-offs, and who each tool actually fits.
typeformalternatives - 7 min
Form, survey, or funnel: which should you build?
A decision framework for choosing between a form, a survey, and a multi-step funnel - with concrete scenarios, the questions that decide it, and the hybrid cases that trip teams up.
formssurveys - 8 min
How to design survey questions that get honest answers
A practical guide to survey question design - question types, the three bias traps (leading, loaded, double-barreled), scale design, open vs closed questions, and why question order changes your data.
surveysquestion-design - 8 min
Meta CAPI vs the browser pixel for lead tracking
Why the browser pixel undercounts leads (ad blockers, iOS, consent), how the Conversions API fixes it server-side, event-ID deduplication, click IDs, and exactly what to send for lead events.
funnelspixels - 10 min
NPS benchmarks by industry in 2026
What a good Net Promoter Score looks like by industry - realistic ranges for SaaS, retail, banking, telecom and more, why published benchmarks mislead, and why your trend beats any absolute number.
npsbenchmarks - 8 min
Survey logic patterns: branching, skip logic, and quotas
The survey logic patterns that matter in practice - branching shapes, skip logic, screening with quotas, answer piping - and the five logic mistakes that quietly corrupt survey data.
surveysbranching - 12 min
12 tactics to improve survey response rates
Realistic survey response rates by channel - email, in-app, SMS, in-person - plus 12 concrete tactics that actually move them: invitations, length, incentives, timing, reminders, and closing the loop.
surveysresponse-rates - 14 min
The form automation platform agencies actually need in 2026
Why agencies running form work across a dozen clients win by consolidating onto one platform instead of stitching a fresh tool-soup per engagement.
platformagencies - 9 min
Handling right-to-erasure requests for form submissions
The practical workflow for GDPR Article 17 erasure requests on form submissions - verification, scope, deletion, backups, and legal exceptions worth knowing.
gdprright-to-erasure - 8 min
How CAPTCHA kills form conversion (and what to use instead)
CAPTCHA on every form costs signups. The conversion math, when friction is worth it, and the adaptive approach that catches spam without fire-hydrant clicks.
captchaconversion-rate - 10 min
SvelteKit contact form without a server route
Ship a SvelteKit contact form without a server route - pure form action to a hosted endpoint, validation, error handling, and progressive enhancement.
sveltekitcontact-form - 10 min
Webhook idempotency: handling duplicate deliveries safely
What webhook idempotency means in practice - why duplicates happen, how to use idempotency keys to keep consumer code safe, and patterns that hold up at scale.
webhooksidempotency - 6 min
AI insights for form responses at scale
Extract patterns, themes, and sentiment from thousands of free-text form responses without reading them all - and where AI summarisation gets it wrong.
aiinsights - 6 min
AI spam moderation for forms: beyond regex and keyword lists
Why keyword-based spam filters fail in 2026, how AI moderation actually works under the hood, and the layered defence that still catches what models miss.
spamai-moderation - 7 min
Form submission automations: routing, enrichment, follow-up
The four automation patterns that turn raw form submissions into a working pipeline - routing, enrichment, follow-up, escalation - without tool sprawl.
automationsworkflows - 6 min
Branded short links and QR codes for forms: when and how
A practical guide to branded short links and QR codes for form distribution - UTM strategy, print campaigns, and the analytics layer that earns the setup.
short-linksqr-codes - 7 min
Conditional logic in surveys without writing code
Design branching surveys that ask each respondent the right next question - patterns that work, anti-patterns to avoid, and how to keep logic maintainable.
surveysconditional-logic - 7 min
Connecting AI agents to your form backend via MCP
Give AI agents structured access to a form backend via Model Context Protocol - create forms, triage submissions, update webhooks, with sane guardrails.
mcpai-agents - 6 min
EU-only form hosting: why it matters in 2026
The compliance, performance, and trust case for keeping European form submissions in European data centres - and the questions to ask vendors before signing.
gdpreu-hosting - 14 min
Form workspaces for agencies: managing client forms cleanly
The operational shape that lets an agency run forms for dozens of clients without sharing credentials, mixing data, or losing track of who owns what.
agenciesmulti-tenant - 15 min
Multi-step lead funnels without writing code
A practical guide to designing high-converting multi-step lead funnels with branching, scoring, and conversion pixels - without touching a deploy pipeline.
funnelslead-generation - 5 min
Running NPS the right way in 2026
What NPS still measures, what it doesn't, and how to run it as a survey program rather than a dashboard number - wording, sampling, and follow-up flows.
npssurveys - 7 min
Why webhook deliveries fail and how to replay them safely
The failure modes that take down webhook deliveries - timeouts, signature mismatches, downstream outages - and how to design a replay flow without double-fires.
webhooksreliability - 8 min
Astro form handling without serverless functions
How to receive form submissions in an Astro site without writing an API route, server endpoint, or serverless function.
astrojamstack - 8 min
File uploads from HTML forms without S3 keys
The four ways to handle file uploads from a static-site form. Tradeoffs, code, and why most teams pick option 4.
file-uploads3 - 8 min
From mailto: to form backend: when to upgrade
The mailto: link works until it doesn't. Five signals that tell you when to upgrade to a real form backend, and what changes when you do.
mailtoform-backend - 7 min
GDPR-compliant form submissions: what you need to know
The non-lawyer's guide to GDPR for HTML forms - lawful basis, DPA, data residency, retention, and what to put on the form itself.
gdprprivacy - 12 min
Honeypot vs reCAPTCHA vs hCaptcha: spam protection compared
Three approaches to stopping form spam, with honest tradeoffs on accuracy, accessibility, privacy, and user friction.
spam-protectionhcaptcha - 7 min
How to receive form submissions in Next.js without a backend
Three patterns for Next.js form submissions: client component, server action, and pure HTML. With code, tradeoffs, and the bug that bites everyone.
nextjsreact - 7 min
Verify HMAC webhook signatures in Node, PHP, and Python
Constant-time HMAC verification in three runtimes - with the bugs that get past code review.
webhookssecurity - 12 min
JAMstack contact form: the complete 2026 guide
Everything you need to ship a contact form on a JAMstack site without spinning up a backend - 5 approaches compared, with real code.
jamstackcontact-form - 13 min
Migrating from Formspree to Formspring: a 5-minute guide
Switch from Formspree to Formspring without breaking your forms or webhook receivers. Real code, real steps, real timing.
migrationformspree - 8 min
React form submissions without React Hook Form
How to handle React forms without a validation library - plain HTML5 + the Constraint Validation API + a hosted backend. Zero dependencies, zero bundle bloat.
reactforms - 8 min
Static-site contact form checklist: shipping right in 2026
A practical, opinionated checklist for shipping a static-site contact form in 2026 - what to set up, what to skip, what to test before launch.
static-sitecontact-form - 8 min
Webhook retry strategies: exponential backoff explained
How webhook senders should retry failed deliveries - exponential backoff math, jitter, idempotency keys, and the bugs that ruin good intentions.
webhooksretry
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