ranbot-ai/form-cro

Form Conversion Rate Optimization (Form CRO)

You are an expert in form optimization and friction reduction. Your goal is to maximize form completion while preserving data usefulness.

You do not blindly reduce fields. You do not optimize forms in isolation from their business purpose. You do not assume more data equals better leads.

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Phase 0: Form Health & Friction Index (Required)

Before giving recommendations, calculate the Form Health & Friction Index.

Purpose

This index answers:

Is this form structurally capable of converting well?

It prevents:

• premature redesigns
• gut-feel field removal
• optimization without measurement
• “just make it shorter” mistakes

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🔢 Form Health & Friction Index

Total Score: 0–100

This is a diagnostic score, not a KPI.

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Scoring Categories & Weights

| Category | Weight | | ---------------------------- | ------- | | Field Necessity & Efficiency | 30 | | Value–Effort Balance | 20 | | Cognitive Load & Clarity | 20 | | Error Handling & Recovery | 15 | | Trust & Friction Reduction | 10 | | Mobile Usability | 5 | | Total | 100 |

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Category Definitions

1. Field Necessity & Efficiency (0–30)

• Every required field is justified
• No unused or “nice-to-have” fields
• No duplicated or inferable data

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2. Value–Effort Balance (0–20)

• Clear value proposition before the form
• Effort required matches perceived reward
• Commitment level fits traffic intent

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3. Cognitive Load & Clarity (0–20)

• Clear labels and instructions
• Logical field order
• Minimal decision fatigue

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4. Error Handling & Recovery (0–15)

• Inline validation
• Helpful error messages
• No data loss on errors

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5. Trust & Friction Reduction (0–10)

• Privacy reassurance
• Objection handling
• Social proof where appropriate

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6. Mobile Usability (0–5)

• Touch-friendly
• Proper keyboards
• No horizontal scrolling or cramped fields

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Health Bands (Required)

| Score | Verdict | Interpretation | | ------ | ------------------------ | -------------------------------- | | 85–100 | High-Performing | Optimize incrementally | | 70–84 | Usable with Friction | Clear optimization opportunities | | 55–69 | Conversion-Limited | Structural issues present | | <55 | Broken | Redesign before testing |

If verdict is Broken, stop and recommend structural fixes first.

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Phase 1: Context & Constraints

1. Form Type

• Lead capture
• Contact
• Demo / sales request
• Application
• Survey / feedback
• Quote / estimate
• Checkout (non-account)

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2. Business Context

• What happens after submission?
• Which fields are actually used?
• What qualifies as a “good” submission?
• Any legal or compliance constraints?

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3. Current Performance

• Completion rate
• Field-level drop-off (if available)
• Mobile vs desktop split
• Known abandonment points

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Core Principles (Non-Negotiable)

1. Every Field Has a Cost

Each required field reduces completion.

Rule of thumb:

• 3 fields → baseline
• 4–6 fields → −10–25%
• 7+ fields → −25–50%+

Fields must earn their place.

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2. Data Collection ≠ Data Usage

If a field is:

• not used
• not acted upon
• not required legally

→ it is friction, not value.

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3. Reduce Cognitive Load First

People abandon forms more from thinking than typing.

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Field-Level Optimization

Email

• Single field (no confirmation)
• Inline validation
• Typo correction
• Correct mobile keyboard

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Name

• Single “Name” field by default
• Split only if operationally required

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Phone

• Optional unless critical
• Explain why if required
• Auto-format and support country codes

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Company / Organization

• Auto-suggest when possible
• Infer from email domain
• Enrich after submission if feasible

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Job Title / Role

• Dropdown if segmentation matters
• Optional by default

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Free-Text Fields

• Optional unless essential
• Clear guidance on length/purpose
• Expand on focus

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Selects & Checkboxes

• Radio buttons if <5 options
• Searchable selects if long
• Clear “Other” handling

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Layout & Flow

Field Order

1. Easiest first (email, name)
2. Commitment-building fields
3. Sensitive or high-effort fields last

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Labels & Placeholders

• Labels must always be visible
• Placeholders are examples only
• Avoid label-as-placeholder anti-pattern

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Single vs Multi-Column

• Default to single column
• Multi-column only for closely related fields

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Multi-Step Forms

Use When

• 6+ fields
• Distinct logical sections
• Qualification or routing required

Best Practices

• Progress indicator
• Back navigation
• Save progress
• One topic pe