AI Voice System

The AI Voice system is the core differentiator of Bloomberry. It builds a persistent linguistic model of how you specifically write — your sentence patterns, vocabulary choices, pacing, tone, and argumentation style — and applies this model to every piece of content it generates.

Generic AI tools write in a generic AI voice. Bloomberry writes in your voice.

Voice Training

Voice training is the process of teaching Bloomberry your writing style by providing actual examples of your writing. These samples are analyzed for linguistic patterns that define your voice.

Adding samples

To add a voice sample:

Go to Settings → AI Voice → Voice Training
Click Add sample
Paste your writing (minimum 50 words per sample)
Add a title for reference
Save

You can also:

Upload file — PDF or DOCX, auto-extracted
Import from LinkedIn — Connect LinkedIn and import posts directly

Sample requirements

Requirement	Value
Minimum samples to analyze	3
Minimum total words	500
Minimum words per sample	50
Recommended samples	5–10
Recommended total words	1,500+
Supported upload formats	PDF, DOCX

Use only your authentic writing

Do not use AI-generated content as training samples. Bloomberry analyzes real linguistic patterns from your writing. AI-generated samples contaminate the voice model and reduce generation quality.

Voice analysis

After uploading samples, click Analyze voice. The system processes your samples and generates a voice fingerprint covering:

Average sentence length and complexity
Vocabulary range and preferred word types
Structural patterns (how you open and close ideas)
Rhetorical devices you use (questions, lists, contrasts)
Formality register
Punctuation patterns

Best sample types

LinkedIn posts, blog articles, and email newsletters work best. Avoid formal academic or legal writing unless that is genuinely how you communicate with your audience.

Knowledge Base

The Knowledge Base stores factual context about you, your audience, and your writing preferences. This context is injected into every generation to ground the AI in your real world.

Voice Tuning

Voice Tuning provides fine-grained control over your voice profile via 9 independently adjustable axes.

Axis	Range	Description
Temperature	Conservative → Creative	Controls how closely the AI follows conventions vs. takes risks
Directness	Diplomatic → Direct	How bluntly ideas are stated vs. hedged
Warmth	Detached → Warm	Emotional tone and personal connection in the writing
Wit	Serious → Witty	Use of humor, wordplay, and unexpected observations
Energy	Calm → High energy	Pacing, punctuation intensity, and momentum
Formality	Casual → Formal	Vocabulary register and structural formality
Verbosity	Concise → Elaborate	How much the AI expands on ideas
Edginess	Safe → Edgy	Willingness to take controversial positions or challenge consensus
Confidence	Tentative → Confident	Use of hedge language vs. definitive statements

Learning System

AI dialect filter

The AI dialect filter is a post-generation processing step that scans output for linguistic patterns common to AI-generated text and removes or replaces them automatically.

Default blocked phrases include:

delvelandscapelet's unpackat its corelet's dive init's worth notingin conclusionin summaryfurthermoreleverageutilizeparadigmholisticrobustelevate

Custom banned phrases

Add your own banned phrases in Settings → AI Voice → Banned Phrases. Any phrase you add will never appear in generated content. Use this to block:

Competitor brand names
Internal jargon you've moved away from
Phrases that don't match your brand personality
Words you personally dislike

Edit learning

Every edit you make to a generated post teaches Bloomberry. When you change a word, restructure a sentence, or delete a paragraph, this edit is logged and factored into future generations.

Over time, the system learns your correction patterns and self-adjusts. Posts require fewer edits with each session.

Edit signal quality

Substantive rewrites (changing voice, structure, or argument) are more valuable teaching signals than copy corrections (fixing typos). Focus on editing for voice and meaning, not grammar.

Train your AI voice

Set up your voice profile in Settings and see the difference in 3 generations.

Get started

Edit this page on GitHub

Category	Purpose	Example entries
About Me	Background, expertise, experience	"I founded two SaaS companies", "I have 15 years in growth marketing"
Audience	Who you write for, their pain points	"My audience is B2B founders at Seed to Series B", "They struggle with..."
Writing Style	Explicit style instructions	"I never use corporate jargon", "I always open with a surprising fact"