Introductions for every occasion

One career, written
for several occasions.

Turn the experience you already wrote down into versions that fit a community profile, a speaker introduction, or an application. We only reorganise and cut. Anything absent stays a placeholder for you to fill in.

No invented factsNo inflated scopeGaps stay blank

Review the bios

Your result will appear here

We separate facts from self-praise, cut filler, produce versions for each occasion and length, and list what you still need to supply.

SAMPLE OUTPUT

Here is exactly what you receive.

This is the complete output for the source text in the demo above: a completeness score, itemised revisions, what was dropped and why, items to fill in, and each bio version. It is a demonstration, not a customer case.

SAMPLE

Draft result (sample)

Completeness score88/100

+50

Drop unsupported self-praise

“Responsible for several important projects” and “great results” have no project name or supporting outcome in the material, so they are removed with the reason stated.

Keep the checkable focus and collaboration

“Product manager” and “moving requirements forward alongside design and engineering” are describable ways of working, kept as the core of the short version.

Write missing details as placeholders

Employment years and the employer name are absent from the source, so they become TODO placeholders rather than a plausible-sounding claim.

Drafted bios

# Bio (short, first person, about 60 words)

I am a product manager working on document features within collaboration tools, moving requirements forward alongside design and engineering.

TODO: employment years to be supplied
TODO: confirm whether the employer can be named

---

# Bio (short, third person, about 60 words)

She is a product manager focused on document features within collaboration tools, working with design and engineering to ship product work.

TODO: employment years to be supplied

---

**Not used from the source**: “responsible for several important projects”, “led my team to great results”, “communicate well” — the material gives no project names, scope of responsibility, or evidence of results, so none of it can be written as a checkable statement.

TODO: if you need these, add project names, scope, and verifiable outcomes.

WHAT DRAFTING DOES

Not adding experience. Making what you have hold up.

Separate facts from opinions

“Good at communicating” is an opinion; “mentored two interns” is a fact. Source material mixes both, so split them first.

Cut to the occasion

80 characters for a profile, 150 for a speaker intro, 400 for an application — the same facts viewed from different angles.

Leave blanks where facts are missing

No year, no employer, no metric? Write a placeholder. A blank is far safer than a flattering figure.

WHY IT IS WORTH DOING

A bio is the text most likely to be questioned.

Short is the hardest version

The fewer the words, the harder the choice of what stays. Compressing three documents into 80 characters shows what actually deserves a line.

One number invites a follow-up

Write “daily actives grew from thousands to tens of thousands” and someone will ask for the exact figure. If you are unsure, do not state it.

Inflation costs more than it saves

Upgrading “contributed” to “led” buys one sentence and risks the credibility of the whole page.

Note: recruiters, programme committees, and community reviewers usually treat the text you submit as the starting point for cross-checking, and unverifiable claims surface at the follow-up stage. This site organises material only. It verifies no statement and offers no career or hiring advice.

DRAFTING DEMO

The same experience, organised.

Before

I am a product manager responsible for several important projects. I led my team to great results, I love learning, I communicate well, and I hope to join your company.

Drafted

# Bio (short, first person, about 60 words)

I am a product manager working on document features within collaboration tools, moving requirements forward alongside design and engineering.

TODO: employment years to be supplied
TODO: confirm whether the employer can be named

---

# Bio (short, third person, about 60 words)

She is a product manager focused on document features within collaboration tools, working with design and engineering to ship product work.

TODO: employment years to be supplied

---

**Not used from the source**: “responsible for several important projects”, “led my team to great results”, “communicate well” — the material gives no project names, scope of responsibility, or evidence of results, so none of it can be written as a checkable statement.

TODO: if you need these, add project names, scope, and verifiable outcomes.

Demo sample: unsupported self-praise removed, checkable focus and collaboration kept, missing details written as placeholders. Paste your material to get your version (sign-in required; one credit per run).

WHY YOU CAN TRUST IT

We put “no invented experience” into our product principles.

Titles and employers stay blank

No employer, title, or school in the material means a placeholder — never a plausible-looking guess.

Scope is never widened

“Contributed” does not become “led” or “owned”. One flattering sentence is not worth being contradicted later.

Uncertain figures are flagged

If the source says the exact number is unclear, it stays unclear and is listed for confirmation rather than rounded into a fact.

Content is not stored

Submitted text is used for this single AI request and is not intentionally persisted. See the Privacy Policy.

FAQ

Ask these before you pay.

Will you fill in what I left out?

No. Missing years, employers, degrees, and awards become placeholders. We would rather leave a blank than invent a number you may be asked to defend.

Can “contributed” become “led”?

No. Scope of responsibility is a factual claim, and we do not change it. Turning contribution into leadership is the most common and most easily exposed inflation in a bio.

Do I need both first and third person?

Choose by occasion. Community profiles and self-introductions usually read first person; speaker intros and recommendation material usually read third person. Both draw on the same facts.

What does one draft cost?

One credit per run, usually done in seconds, returning each bio version, the revision notes, and items to fill in.

Do credits expire?

No. Credits never expire — whatever you do not use carries over to the next cycle instead of resetting.

Is there batch processing or an API?

Not yet. Each run processes one document and consumes one credit; there is no bulk upload or API today. Email us with your use case and we will assess it.

Is my content stored?

Not intentionally. Text is used for this single AI request only. See the Privacy Policy.

What material fits?

Community profiles, speaker introductions, application material, internal talk openings, social account bios — any self-introduction that needs a different length or person per occasion.

SIMPLE PRICING

Prove the value before you upgrade.

Starter

$9/ month

For an occasional publishing cadence, with a focused monthly credit allocation.

50 optimization credits per monthly renewal
Complete GEO analysis
Chinese and English output
Markdown export

Pro

Recommended$29/ month

For frequent publishers who iterate on content continuously.

250 optimization credits per monthly renewal
Complete GEO analysis
Chinese and English output
Markdown export

Advanced

$79/ month

Our largest monthly credit allocation, for the heaviest continuous usage.

1,000 optimization credits per monthly renewal
Complete GEO analysis
Chinese and English output
Markdown export

Credits never expire: unused credits carry over instead of resetting. Credits apply to this site only and are not shared with other sites.

Prices shown are USD baselines; final currency, taxes, and discounts are determined by Paddle for the checkout location.