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Every section of the Business page has a Suggest button that uses an LLM to draft content based on what you’ve already filled in. It’s the fastest way to go from an empty profile to a useful one.
AI suggestions review modal

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How suggestions work

  1. Click Suggest on any block (Name, Description, Industries, Offerings, Online Presences, Physical Presences).
  2. ShingleAI sends the existing business context to the LLM and asks for 1–5 suggestions for that section.
  3. A modal shows the suggestions. Select the ones you want.
  4. Click Add — the selected items are created in a single batch operation.
The LLM is instructed to avoid duplicating items you already have, so repeat clicks generally produce new ideas rather than the same ones again.

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What gets sent to the LLM

  • Your business name
  • Business description
  • Industries you’ve selected
  • Other entities already on the page (for context and to avoid duplicates)
Nothing is sent except what you’ve already typed into the Business page.

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Per-type behavior

BlockTypical suggestions
NameCleaner or more formal versions of what you typed
DescriptionA drafted paragraph based on name + industries
IndustriesCategories that might apply given name + description
Offerings3–5 likely products/services based on industries
Online presencesGuessed URLs for website and common social platforms
Physical presencesRarely useful — the LLM doesn’t know your real addresses

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Rate limiting

Suggestions are rate-limited to 10 requests per minute per user. If you hit the limit, wait a minute and try again.

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When to trust suggestions

  • Always review. Especially URLs and addresses — AI guesses can look right and be wrong.
  • Prefer editing to accepting verbatim. The suggestion is a draft; shape it to match your actual business.
  • Combine with manual input. Use suggestions to start a section, then edit.

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Next steps

Profile

Review the core fields

Offerings

Iterate on what you sell