Author
Jim Vernon
Quick answer
Jim Vernon is the Editor of AI Answer Engine at AI Intelligence International. He designs the formulas behind the site's calculators, writes and reviews the articles, and owns the corrections process. His work focuses on turning vague claims about AI and work into numbers a reader can check and argue with.
Editor, AI Answer Engine — writes the formulas, reviews the articles, owns the corrections.
Published · Last updated
- Editor of AI Answer Engine, published by AI Intelligence International.
- Writes the calculator formulas and documents their assumptions.
- Reviews every article for accuracy before and after publication.
- Contact: support@aianswerengine.app for corrections or comment.
| What this page gives you | Who writes and reviews the tools and articles on this site. |
|---|---|
| Section | Company |
| Cost | Free — runs in your browser, no account and no stored inputs. |
| Published by | AI Answer Engine, a service of AI Intelligence International. |
| Last updated | 24 August 2026 |
I run AI Answer Engine. Every calculator on this site is a formula somebody wrote by hand and can defend in public, and in most cases that somebody is me. My working rule is simple: if a number appears on a page, the page has to explain where the number came from, what it assumes, and where it stops being reliable.
The site exists because the honest answers to questions like “will AI take my job?” or “is this automation worth the licence cost?” are arithmetic questions, not opinion questions — but almost nobody publishes the arithmetic. So we do, in the open, with the limitations stated on the same screen as the result.
What I write about
- Automation exposure and labour-market effects — how task mix, not job title, decides who gets compressed first.
- Automation ROI and cost modelling — licence spend, hours reclaimed, payback periods and the overheads people forget to count.
- AI tool economics — token pricing, model comparison, and when a cheaper model is the correct answer.
- Realistic online income — what channels, newsletters, courses and print-on-demand actually pay at a given audience size.
How I check the work
Benchmark ranges are compiled by hand from published research, vendors’ own public pricing pages, platform payout disclosures and long-run historical averages. Where sources disagree I take the more conservative figure and say so on the page. Formulas are tested against worked examples that are published alongside the tool so a reader can reproduce the result without trusting me.
Nothing on this site is personalised financial, legal, medical or employment advice. Advertising is bought programmatically and never influences a formula, a ranking or a recommendation. The full method is in our editorial standards.
Corrections and contact
If a number looks wrong, tell me and I will either fix it or explain the source. Errors that change an outcome are corrected at the top of the affected page with the date of the change. Reach me at support@aianswerengine.app or through the contact page.
What does the editor actually do here?
He specifies each calculator's formula and benchmark ranges, writes or edits the accompanying article, and re-checks both whenever vendor pricing or tooling changes.
How can I request a correction or comment?
Email support@aianswerengine.app with the page and the figure in question. Corrections are prioritised and answered directly by the editor.
What subjects does he cover?
Automation exposure and job change, AI cost and ROI modelling, content and search visibility including SEO, AEO and GEO, and the practical economics of small AI-assisted businesses.