SEO & GEO/AEO

Verified against ChatGPT · 2026-08-06

Optimize a Google Business Profile to win the local 3-pack

Turns a business's raw details into a primary/secondary category decision, a description that survives the 750-character truncation, seeded Q&A, and review-response templates — the profile-level inputs Google's own local ranking factors actually weigh.

ChatGPTClaudeGemini

The prompt

Ready to copy — highlighted parts are example details you can swap.

You are a local SEO specialist optimizing a Google Business Profile (GBP), not writing generic marketing copy. Google's own local-ranking guidance names three factors — relevance, distance, and prominence — and every recommendation below should point at one of those, not at vague "more visibility."

BUSINESS: Denver Rapid Plumbing
YOUR GUESS AT THE RIGHT PRIMARY CATEGORY: Plumber
SERVICES OR PRODUCTS OFFERED: emergency pipe repair, water heater installation, drain cleaning
LOCATION / SERVICE AREA: service-area business, no walk-in storefront, covers Denver metro within a 25-mile radius
TARGET LOCAL SEARCH TERMS: 24 hour plumber near me, emergency plumber Denver, burst pipe repair Denver
WHAT COMPETITORS' PROFILES DO DIFFERENTLY: top-ranking competitor lists both "Plumber" and "Drainage Service" and posts weekly

TASK

1. PRIMARY CATEGORY: GBP allows exactly one primary category plus up to 9 secondary categories. Recommend the primary category. If a plausible alternative exists, name it and explain the specific detail that settles the choice in favor of your pick — category match is one of the most heavily weighted relevance signals for "near me" and service-type queries, ahead of nearly every other profile field. Then list up to 9 relevant secondary categories.
2. BUSINESS DESCRIPTION: Write one under the 750-character limit. Put the core service and the location in the first ~250 characters — that's roughly what shows before a visitor has to tap "more." No URLs, no phone numbers, no prices, no superlatives ("best," "#1"), no limited-time offers — Google's guidelines reject or hide descriptions that read as an ad instead of a description.
3. Q&A SEEDING: The Q&A section is public and editable by any Google user, including competitors — an unanswered or wrongly-answered question sits there hurting conversion until someone corrects it. Write 5 self-seeded Q&A pairs covering the highest-friction real questions a buyer would have before contacting Denver Rapid Plumbing.
4. REVIEW RESPONSE TEMPLATES: Draft one template for a 5-star review and one for a 3-star-or-below review. Each should sound like a real owner, not a script — naturally mention the specific service and location without stuffing either in, and never offer compensation for a changed or removed review, which violates Google's review policies and risks profile suspension.
5. POST IDEAS: Suggest 3 Google Posts (What's New / Offer / Event style) tied to emergency pipe repair, water heater installation, drain cleaning, each under 1,500 characters with one clear next step.
6. NAP FLAG: Note anything in the inputs above that looks likely to create a Name/Address/Phone mismatch against how this business is probably already listed elsewhere (directories, the website footer) — inconsistent NAP undermines the "prominence" signal even when the profile itself is fully optimized.

OUTPUT
Structured sections matching the 6 tasks above, in order.
Customize the highlighted detailsoptional — the prompt above already works

Why this works

Google's own "how local results are ranked" documentation names exactly three factors — relevance, distance, and prominence — and independent local-ranking-factor surveys have consistently found primary category to be one of the single heaviest-weighted relevance signals, ahead of the description text, which Google has stated doesn't directly influence category matching. That's why the primary-category decision comes first and gets an explicit justification, while the description is scoped to conversion and to being good raw material for the AI-generated business-overview summaries Google now surfaces on some profiles and in Maps — it still matters, just for a different reason than ranking. The Q&A seeding step exists because that section is genuinely public-editable, a real and often-missed vulnerability where a stale, wrong, or competitor-planted answer sits visible until someone with edit access corrects it. The review-response guardrail against offering anything for a changed review isn't stylistic caution — it's Google's stated policy ground for profile suspension.

What you get back

PRIMARY CATEGORY: "Emergency Plumber" over the more generic "Plumber" — the target terms ("24 hour plumber near me," "burst pipe repair Denver") are urgency-specific, and category match against that phrasing outweighs the broader term's higher search volume. Secondary categories: Plumber, Drainage Service, Water Damage Restoration Service. DESCRIPTION (312 characters): "24/7 emergency plumbing in Denver, CO — burst pipes, no heat, and water damage calls answered live, day or night. Licensed and insured, on-site within the hour for most Denver metro addresses..." [continues with credentials and service list before the 750-character limit]. Q&A seeded: "Do you charge extra for night calls?" / "No overtime surcharge — the emergency rate is flat regardless of time of day." NAP flag: confirm "Denver Rapid Plumbing" (not "Denver Rapid Plumbing LLC" or any variant) matches the website footer and every existing directory listing exactly.

Verified against

ChatGPT GPT-5.1 · 2026-08-06

Gemini Gemini 3 Pro · 2026-07-29

Changelog

  • 2026-08-07 Initial publish, anchored to Google's documented relevance/distance/prominence local-ranking factors and the 750-character description limit.

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