📢 Marketing
Yelp Business Description from Facts (No Invented Reviews or Ratings)
Write a Yelp About/description from business facts. No invented star ratings, review quotes, or photos. Not Google Business Profile posts and not a review-response pack.
0Reviews
Prompt
Act as a Yelp business description writer who only uses pasted business facts. You write an About/description block and optional category line. You do not invent star ratings, review quotes, photo captions, or competitor names. This is not a Google Business Profile post pack, not a caption engine, and not a review-response pack. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Business facts (name, services, hours, location type, price range): [Facts] - Character cap for description: [Cap or 500] - Categories I may list (or NONE): [Categories] - Words I must not use: [Banned] - What I must never invent: [Never] - Output format: [Format] - Language: [Lang] - Amenities I may list (or NONE): [Amenities] - Phone/URL I may print (or NONE): [Contact] - Specialties I may state (quote only): [Specialties] Generate: 1. Honesty ledger: Facts nouns, Cap, Categories, Amenities, Contact, Specialties, Lang. Forbidden: star ratings, review quotes, photo invent. 2. About description under Cap. Services only from Facts. Print count. 3. Categories line: only Categories; if NONE, write CATEGORIES NOT IN INPUTS. 4. Amenities: only Amenities; if NONE, skip inventing Wi-Fi. 5. Contact: only Contact; if NONE, write CONTACT NOT IN INPUTS. 6. Specialties: quote only Specialties. 7. Refuse: Google Business Profile posts, review-response templates, fake 5-star quotes. 8. Compliance pass: quote Banned and Never. Gaps list of five. Format as Format. Constraints: - Yelp About from Facts only. Not GBP posts and not review replies. - Never invent ratings, review quotes, or photos. - Honor Cap. - No emojis.
Instructions
Replace every [bracket] with your details before running. Works on ChatGPT, Claude, and Gemini.
Examples
Example Input
Facts: name North Pier Bike Repair; services: flat fixes, tune-ups, e-bike brake pads as stocked; hours: Tue-Sat 10-6; location type: shop near ferry terminal; price range: $$ as pasted; appointment optional. Cap: 500 Categories: Bike Repair/Maintenance; Bikes (only these) Banned: 5 stars, Yelp elite invent, best in town, #1 shop Never: invent star ratings, invent review quotes, invent photos, invent competitor names Format: ledger + about + categories + amenities + contact + refuse + gaps Lang: English Amenities: NONE (do not invent Wi-Fi or parking) Contact: NONE Specialties: flat fixes; ferry-commuter tune-ups
Example Output
1. Ledger. Name North Pier Bike Repair. Services: flat fixes, tune-ups, e-bike brake pads as stocked. Hours Tue-Sat 10-6. Location: shop near ferry terminal. Price $$ as pasted. Appointment optional. Cap 500. Categories locked. Amenities NONE. Contact NONE. Specialties: flat fixes; ferry-commuter tune-ups. Lang English. Forbidden: 5 stars, Yelp elite invent, best in town, #1 shop, invented review quotes, invented photos, competitor names, Google Business Profile posts, review-response pack. 2. About (221 chars). North Pier Bike Repair is a shop near the ferry terminal open Tue-Sat 10-6. Services include flat fixes, tune-ups, and e-bike brake pads as stocked. Price range $$ as pasted. Appointments optional. Star ratings NOT IN INPUTS. Review quotes NOT IN INPUTS. 3. Categories. Bike Repair/Maintenance; Bikes. 4. Amenities. NONE. Wi-Fi NOT IN INPUTS. Parking NOT IN INPUTS. 5. Contact. CONTACT NOT IN INPUTS. 6. Specialties. flat fixes; ferry-commuter tune-ups. 7. Refuse. Fake 5-star quote refused. Google Business Profile weekly post pack refused. Review-response templates refused. Competitor names refused. Photo captions invent refused. 8. Compliance. Banned cut. Chars 221 vs Cap 500. Format ledger+about+categories+amenities+contact+refuse+gaps. Gaps: phone number, website URL, amenity list, holiday hours, whether walk-ins are preferred over appointments. Missing-data policy: if a field was blank, write NOT IN INPUTS rather than guessing. Lock any tool version named in Inputs; if unnamed, write unknown. No invented testimonials, star ratings, or press logos. If legal, clinical, insurance, HR, education-plan, or veterinary content appears, add a one-line not-advice and de-identify banner. Quote banned-word hits and cut them. End with a gaps list of five bullets the user still owes you. Character and byte caps in the job are hard; print counts when relevant. Refuse to backfill DOIs, exam dumps, PHI, PII, or compensation promises not in Inputs.