AvidiaDescribe — AI Product Descriptions

What AvidiaDescribe Does

AvidiaDescribe takes the structured product data output from AvidiaExtract (or manually entered product data) and generates human-quality product copy. It produces multiple content types per run: a short description for search snippets, a long-form description for your product detail page, a bullet-point feature list, and a technical summary for spec sheets or B2B buyers.

Unlike generic AI writing tools, AvidiaDescribe is trained specifically on product content and avoids the vague, filler-heavy output that plagues general-purpose AI. Every description is grounded in the actual extracted specifications — no hallucinated claims.

Input and Output

Example output — Bosch GSB 18V-755 Drill:

Tone Settings

Select the tone that matches your brand voice and customer expectations. The same underlying product data will produce very different copy depending on the tone you choose.

Length and Format Options

Configure your default output format in Dashboard → Description Formats. You can also override the format per-request in the API.

Description Templates

Templates let you define the structure and emphasis of your descriptions. For example, you can create a template that always starts with a benefit statement, includes a compatibility note for industrial products, and ends with a warranty reminder.

Set up templates at /dashboard/description-formats. Each template includes:

• Template name (e.g., "Industrial MRO", "Consumer Electronics")
• Required sections (short description, long description, bullets, technical)
• Tone and length preferences
• Custom instructions (free-text directives to the AI model)
• Output format (HTML, plain text, Markdown)

Templates can be set as defaults per product category, so a medical supply product automatically uses the clinical template while power tools use the professional template.

Industry Presets

If you don't want to build a custom template, use one of the built-in industry presets to get tuned output for your vertical:

What Makes a Good Description

AvidiaDescribe scores each description internally before returning it. Here's what the model is optimizing for:

• ✓Specificity: references actual product data (model numbers, measurements, materials) rather than generic claims.
• ✓Feature-benefit framing: pairs each feature with a practical benefit. "Brushless motor (feature) means longer runtime and less maintenance (benefits)."
• ✓No keyword stuffing: natural keyword integration, not repetition. SEO optimization is handled by AvidiaSEO, not by cramming keywords into the description.
• ✗Filler phrases: "This product is perfect for all your needs" — the model is tuned to avoid empty copy that doesn't communicate value.

Regenerating Descriptions

If the generated description doesn't meet your quality bar, regenerate it from the product detail view. Click Regenerate Description — you can optionally add custom instructions (e.g., "emphasize that this product is FDA 510(k) cleared") to guide the next generation.

Previous versions are stored and accessible under the History tab — you can roll back to any prior version without consuming an additional credit.

Credit Usage

Check your available description credits in Dashboard → Billing.

API: Generate a Description

POST https://app.avidiatech.com/api/v1/describe
Authorization: Bearer <your-api-key>
Content-Type: application/json

{
  "ingestion_id": "ing_01HX4K2QZRP7W9VMBGT3DENF8",
  "tone": "professional",
  "format": "html",
  "length": "standard",
  "custom_instructions": "Mention that this product is NIOSH-approved."
}

// Response (200 OK)
{
  "id": "desc_01HX4K9ZTAB2N3VMCGP4REEF9",
  "ingestion_id": "ing_01HX4K2QZRP7W9VMBGT3DENF8",
  "short": "NIOSH-approved N95 respirator delivering ≥95% particulate filtration...",
  "long": "<p>The 3M N95 Respirator 8210 is NIOSH-approved for use in...</p>",
  "bullets": [
    "NIOSH-approved N95 particulate filtration efficiency ≥95%",
    "Lightweight flat-fold design fits in pocket or pouch",
    "Soft inner material reduces skin contact irritation",
    "Adjustable nose clip ensures secure, comfortable seal",
    "Tested to NIOSH 42 CFR Part 84 standards"
  ],
  "technical_summary": "Model: 8210 | Filtration: ≥95% non-oil | Style: Flat fold...",
  "credits_used": 1
}