BEHIND THE SCENES

How LingoFonts Is Actually Built (Including the Bugs We Found)

Most “about our tools” posts are marketing copy. This one is a record of what actually went into building and fixing LingoFonts’s generators — including the mistakes, because pretending a site was built without any is less useful to anyone than showing the real process.

Why five separate generators instead of one big list

Most competing font-generator sites run a single page with one long list mixing every style together. Early on we made the call to split LingoFonts into dedicated generators — Cursive, Calligraphy, Aesthetic, Bold Text, and Fancy Text — each with its own page, its own FAQ, and its own structured data. It’s more work to maintain five pages instead of one, but it means someone looking for cursive styles isn’t scrolling past 80 aesthetic styles to find them.

Verifying font counts against the live tool, not estimating them

Every number on the site — “32 real Google fonts,” “40 Unicode styles” — is checked against what the live generator actually outputs, not written from memory or rounded for a nicer-sounding headline. When the Cursive Generator page says 32 real fonts plus 40 Unicode styles, that’s because we counted them directly from the tool’s own rendered output, the same thing a visitor would see if they counted manually.

A real bug we found and fixed: structured data that silently wasn’t showing

During a recent SEO audit, we found that the Cursive Generator page’s schema markup (the structured data that helps it show up correctly in search results) had a working, correctly-written snippet that simply wasn’t firing. The cause turned out to be a “Smart Conditional Logic” toggle that had been accidentally switched on with zero actual conditions configured — which silently suppressed the whole snippet site-wide, with no error message anywhere to flag it.

The Bold Text Generator had a different bug: its schema snippet was set to run on a WordPress hook that fires before the page’s URL is fully resolved, so the code that checked “is this the bold text page?” never returned true. Two different pages, two different causes, both invisible until we went looking with a proper before/after check against the live page instead of trusting the admin panel at face value.

We’re mentioning this not because it’s a dramatic story, but because it’s the kind of unglamorous, specific debugging that actually goes into keeping a site’s technical SEO correct — not just set up once and assumed to keep working.

Documenting what doesn’t work, not just what does

Unicode-based “fancy text” has real, permanent limitations, and we’d rather state them plainly than let people find out the hard way:

  • Small caps has no true Unicode form for the letters Q or X — every generator, including ours, falls back to the plain capital letter for those two.
  • Most styles (italic, script, fraktur, and their bold variants) have no digit forms at all in Unicode. There’s no such thing as an “italic 5.”
  • Screen readers frequently mispronounce or skip styled Unicode text entirely, because it’s technically a different character, not a font applied to the same character. We say this directly in each generator’s FAQ rather than only in fine print.

The reference is open source

The actual Unicode code-point mappings behind these generators — including the historical reason certain letters (like italic lowercase “h”) use a completely different Unicode block than the rest of their alphabet — are published as a documented, open-source reference on GitHub. It’s free to use for anyone building a similar tool.

What’s next

LingoFonts is a long-term, actively maintained project, not a one-time launch. That means continued accuracy checks on every generator, more of this kind of behind-the-scenes documentation, and new tools built with the same standard: real numbers, documented limitations, and fixes we’re willing to describe honestly.

Try Our Font Generators

Cursive, calligraphy, aesthetic — all free, no sign-up.