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AI Intelligence Engine

Understanding AI Suggestions & Rewriting

Discover how LightNote AI analyzes proposal copy, pinpoints weak sentences, and executes precision rewrites that preserve your authentic voice while optimizing for persuasive impact.

6 min read 5 Enhancement Modes Before & After Score Diffs

How the Rewrite Engine Functions

When you click "Enhance Section" in the editor or review an audit suggestion, the request is dispatched to our dedicated Gemini AI rewriting service (/api/enhance-section). Rather than generic paraphrasing, our model evaluates the text through targeted prompt constraints:

1. Make More Persuasive

Replaces passive voice with dynamic action verbs, shifts focus from technical inputs to client financial ROI, and integrates urgency triggers without sounding promotional.

2. Increase Specificity

Eliminates fuzzy promises ("faster turnarounds") by inserting measurable deliverables, exact sprint milestones, and concrete acceptance criteria.

3. Adjust Tone Alignment

Seamlessly shifts your draft between 5 calibrated registers: Formal, Professional, Friendly, Casual, or Persuasive.

4. Executive Condensation

Trims word count by 30-40% while preserving critical data points. Ideal for distilling dense technical sections into executive summaries.

Interactive Rewrite Demonstration

Here is an authentic before-and-after comparison showing how our rewriting engine upgrades an executive summary:

Original DraftScore: 68/100

"Our agency has built lots of websites for SaaS companies. We can build your new website using Next.js and Tailwind. We will make it look modern and fast, which should help your sales team get more leads and increase revenue."

• Flagged: Vague "lots of websites" (lacks specificity)
• Flagged: Passive "should help" (induces client doubt)
• Flagged: No target timeline or quantified metrics
AI EnhancedScore: 94/100

"We will architect a high-converting web platform engineered to reduce page load to under 1.2 seconds, directly addressing the 38% mobile drop-off rate currently impeding your sales pipeline. Drawing from 14 comparable SaaS deployments, this 6-week sprint delivers a verified 20-25% uplift in qualified inbound demo requests."

✓ Quantified benchmark: sub-1.2s page load speed
✓ Solves specific bottleneck: 38% mobile drop-off
✓ Clear commitment: 6-week sprint with 20-25% demo uplift
Credit Costs: Section enhancements cost $3.00 in platform credits ($10 free credits are included on signup). All enhancements are currently 100% free during public beta.
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