Business Profile Generator Guide: Descriptions, Listings & Schema Markup

Writing listing copy is the kind of task that stalls indefinitely — it's never urgent, and staring at an empty description field is genuinely unpleasant. These six generators exist to remove the blank page. You answer a handful of questions about your business, and you get a draft that already fits the platform's constraints. This guide covers each one, what it's actually for, and how to edit the output so it doesn't read like everyone else's.

The Six Business Content Generators

They split into two groups. Three write listing descriptions for local platforms, two write Amazon product copy, and one writes your brand story:

1. Google Business Description Generator — 750 character limit
2. Yelp Business Description Generator — 1500 character limit
3. Facebook Page Description Generator — 255 character limit
4. Amazon Product Title Generator
5. Amazon Bullet Points Generator
6. Business History Generator

Alongside these sits the Review Schema Markup Generator, which is a different kind of tool — it produces code rather than copy — and it gets its own section below.

Why the Description Generators Are Split by Platform

The obvious question is why there are three description generators instead of one with a platform dropdown. The answer is the character limits, and they're further apart than most people expect:

• Google: 750 characters
• Yelp: 1500 characters — double Google's
• Facebook: 255 characters — a third of Google's

Each generator writes to its own limit, and each output panel shows a live character count against that limit so you can see immediately whether you're over.

This is why the common instinct — write one description, paste it everywhere — produces bad results. A description written for Google's 750 characters gets cut off partway through a sentence on Facebook, and leaves half of Yelp's space empty. Generate each one separately. It takes about three extra minutes.

What Each Generator Asks For

All three description generators use the same input set, so you'll only assemble this information once:

• Business name
• Category — a searchable list you can also type into if yours isn't listed
• Services or products
• Location — a city or a service area
• Unique selling points — the field that does the most work, covered below
• Target audience
• Keywords — terms you want to rank for
• Tone — presets, or type your own
• Language — presets, or type your own

You get several description variations per generation, each with its character count and a copy button, so you can pick the one that reads best rather than accepting the first attempt.

The Field That Decides Output Quality

Unique selling points determines whether your description sounds like your business or like any business. The model can only work with what you give it, and this is where generic input produces generic output.

Compare what happens with each:

• Weak input: "Great service, competitive prices, experienced team" — true of every competitor, so the description could describe any of them
• Strong input: "Family-owned since 1987, only certified Volvo specialist in the county, free loaner cars, same-day diagnostics" — specific, checkable, and impossible to confuse with anyone else

Spend two minutes on this field before generating. It changes the output more than the tone setting does.

Writing a Google Description That Survives Truncation

Google shows only the opening of your description before a "read more" link, so structure matters as much as content. Front-load ruthlessly:

• Location and primary service in the first sentence
• Your strongest differentiator in the second — the fact a competitor can't claim
• Supporting services and detail after that
• A clear call to action at the end

Write in natural sentences rather than stuffing keywords. Google explicitly discourages keyword-stuffed descriptions, and a list of search terms masquerading as prose reads badly to the humans who actually decide whether to visit you.

The Amazon Generators

Two tools handle Amazon listing copy, and they cover the two elements that most influence whether a product gets clicked and bought.

Amazon Product Title Generator

The title is both your ranking signal and your first impression in search results. Amazon titles follow a recognisable structure — brand, product, key attribute, size or quantity, variant — and the generator builds toward that shape rather than writing a marketing headline.

Give it the specifics that shoppers filter by: material, capacity, colour, count, compatibility. Those attributes are what make a title findable, and they're exactly what a human writer tends to leave out in favour of adjectives.

Amazon Bullet Points Generator

Bullet points are the most-read part of an Amazon listing, and they're where most sellers get vague. The generator produces benefit-led bullets from your product details.

The edit that matters most: make sure each bullet leads with an outcome rather than a specification. "Holds 40oz, so one fill lasts a full workday" earns its place; "40oz capacity" is a spec that belongs in the details table.

Business History Generator

This one produces your origin and brand story — the copy for an About page, an "our story" section, or the founding narrative some directory listings ask for.

It's the most heavily edited output of the six, and it should be. A history is factual: dates, people, locations, turning points. The generator gives you a well-shaped narrative frame, and your job is to put the true specifics into it. Read every sentence and confirm it actually happened, because an invented detail in your own company history is both embarrassing and easy for anyone to catch.

Review Schema Markup Generator

The Review Schema Markup Generator outputs JSON-LD structured data rather than prose. Schema markup tells search engines explicitly what your business is, where it is, and how it's rated — which is what makes star ratings eligible to appear in search results rather than leaving Google to infer everything from your page text.

Choosing Your Entity Type

First pick between the two top-level types:

• LocalBusiness — anything with a location or service area
• Product — a physical or digital product with reviews

If you choose LocalBusiness, you then pick a more specific subtype from 15 options: Local Business (Generic), Restaurant, Hotel, Store / Retail, Dentist, Physician / Doctor, Auto Repair, Beauty Salon, Real Estate Agent, Legal Service, Home & Construction, Health & Beauty, Professional Service, Financial Service, and Educational Organization.

Choose the most specific subtype that genuinely fits. Restaurant carries more meaning to a search engine than the generic LocalBusiness, but don't claim Dentist because it sounds more authoritative than Physician — inaccurate structured data is worse than none.

Ratings and Reviews

The generator builds an AggregateRating from your rating value and review count, and lets you add up to 10 individual reviews as structured Review objects.

One rule here that is worth stating plainly: the numbers must be real. Structured data is a direct assertion to a search engine about your business, and inflating a rating or a review count in schema is exactly the kind of thing that gets rich results revoked. Use the figures actually visible on your profile.

Implementing the Output

Copy the generated JSON-LD and paste it into your page's <head>, or into the footer before the closing </body> tag. Either location works — search engines parse JSON-LD wherever it appears in the document.

<head>
  <script type="application/ld+json">
  {
    "@context": "https://schema.org",
    "@type": "Restaurant",
    "name": "Your Business Name",
    "address": { ... },
    "telephone": "+1-555-555-5555",
    "aggregateRating": {
      "@type": "AggregateRating",
      "ratingValue": "4.6",
      "reviewCount": "128"
    }
  }
  </script>
</head>

If your site runs on WordPress, Squarespace, Webflow, or Shopify, look for a "custom code" or "header injection" setting rather than editing theme files directly — it survives theme updates.

Verifying It Worked

Never assume schema is being read. Test it:

1. Open Google's Rich Results Test
2. Enter your page URL, or paste the code directly
3. Confirm your entity type is detected
4. Resolve any errors, and read the warnings

Errors block rich results outright. Warnings usually flag recommended properties you've left out — worth filling in, but not blocking. Note that passing the test makes you eligible for rich results; it doesn't guarantee them, and appearing can take weeks after Google next crawls the page.

A Sensible Order to Work Through These

Doing all seven in one sitting is realistic, and there's a sequence that avoids repeating yourself:

1. Write your unique selling points down first, in a text file. Every generator asks for some version of this, and having it ready is most of the work
2. Generate the Google description — the tightest useful constraint at 750 characters, and it forces you to decide what actually matters
3. Generate the Yelp description, using the extra 750 characters for the detail Google couldn't hold
4. Generate the Facebook description last of the three. At 255 characters it's essentially a distillation, and it's easier once you know your strongest points
5. Generate your business history for your About page
6. Generate and implement your schema markup, then test it

Amazon sellers should run the title and bullet point generators per product rather than as part of this one-off pass.

Editing Generated Content

Every one of these outputs is a draft, and treating it as finished copy is the single most common mistake. Edit for:

• Brand voice: Read it aloud. If it doesn't sound like how you talk about your business, change the words that don't
• Specific details: Add the things only you know — the landmark you're next to, the name customers ask for, the year you opened
• Factual accuracy: Verify hours, phone numbers, service areas, and any number. The generator only knows what you told it, and it will smooth over a gap rather than flag it
• Differentiation: If a competitor could publish your description unchanged, it isn't doing its job

That last test is the useful one. Read your finished description and ask whether your closest competitor could paste it onto their own listing without anyone noticing. If they could, go back and add something only you can claim.

Frequently Asked Questions

Why are there separate description generators for Google, Yelp, and Facebook?

Because each platform enforces a different character limit and each generator is built around its own. Google allows 750 characters, Yelp allows 1500, and Facebook page descriptions are capped at 255. Reusing one description across all three means it's either truncated on Facebook or wasting most of the space Yelp gives you.

Do I need an account to use the business content generators?

No. All six business content generators and the review schema generator are free and require no signup. Fill in your details, generate, and copy the result.

What schema types does the review schema generator support?

You choose between LocalBusiness and Product as the entity type. LocalBusiness offers 15 more specific subtypes including Restaurant, Hotel, Store, Dentist, Physician, Auto Repair, Beauty Salon, Real Estate Agent, Legal Service, and Financial Service. The output includes an AggregateRating and up to 10 individual reviews.

How long should a Google Business Profile description be?

Use as much of the 750 characters as you can fill with genuinely useful information, but front-load it. Google truncates the visible portion behind a "read more" link, so your location, primary service, and main differentiator belong in the first couple of sentences.

Should I publish AI-generated descriptions without editing them?

No. Treat the output as a strong first draft. The generator only knows what you typed into it, so add the specifics that differentiate you and verify every factual claim, especially hours, phone numbers, and service areas.

What's Next

Your listings and structured data are in place. Next, learn how to put numbers on the value of improving your rating. Read Part 6: Review Calculator & ROI Guide to work out how many reviews you need to reach a target rating, how long that takes at your current pace, and what a rating improvement is plausibly worth in revenue.