Prompt library / test, fix, repeat

Test how AI sees your business in the next five minutes.

Free copy-paste prompts for ChatGPT, Gemini, Claude, and Perplexity. Replace the brackets, paste, and compare what each engine says about you.

See your visibility score
01

Prompt set

Test your visibility

Paste these into ChatGPT, Gemini, Claude, and Perplexity. Run each in all four so you can compare the answers.

The recommendation test

The single most important prompt: is it you, or your competitor?
I'm looking for the best [SERVICE, e.g. residential roofing company] in [CITY, STATE]. Who would you recommend and why? Please name specific businesses.

The brand knowledge test

Does AI actually know who you are?
What can you tell me about [YOUR BUSINESS NAME] in [CITY]? What do they do, who are they for, and what is their reputation?

The comparison test

See how AI frames you against a named competitor.
Compare [YOUR BUSINESS NAME] and [COMPETITOR NAME] for someone in [CITY] who needs [SERVICE]. Which would you lean toward, and why?

The objection test

Discover what AI thinks your weaknesses are.
I'm considering hiring [YOUR BUSINESS NAME] for [SERVICE]. What should I be cautious about or verify before choosing them?

The source test

Find out where AI gets its information about you, then strengthen those sources.
What sources of information exist online about [YOUR BUSINESS NAME] in [CITY]? Where would you look to verify their services, pricing, and reputation?
02

Prompt set

Fix your content

Use these to produce content AI engines can quote after a low visibility score.

FAQ generator

Builds the Q&A content AI engines can lift directly.
I run [BUSINESS TYPE] in [CITY]. Generate the 8 questions potential customers most likely ask an AI assistant before hiring a business like mine. For each, write a 2-4 sentence answer in my voice that leads with a direct, specific answer (real numbers and timeframes where sensible), then adds context. Here are facts about my business to use: [PASTE KEY FACTS: services, pricing ranges, service area, years in business, differentiators].

Quotable service page rewrite

Turns vague marketing copy into answers AI can cite.
Rewrite this service page so an AI engine could quote it as a direct answer about what we do, for whom, where, and at what price range. Keep my brand voice, remove vague claims, add specifics. State the service, area, and process plainly in the first two sentences. Page copy: [PASTE YOUR CURRENT PAGE TEXT]

llms.txt generator

Drafts the file that tells AI engines what to cite you for.
Create an llms.txt file for my business following the llms.txt convention: an H1 with the business name, a one-paragraph blockquote summary, a Key pages section with markdown links and one-line descriptions, and a short What we should be cited for list. My business: [NAME]. Website: [DOMAIN]. What we do: [SERVICES]. Area: [CITY/REGION]. Key pages: [LIST YOUR MAIN PAGE URLS].

Google Business Profile description

Your profile is a top source AI engines read about local businesses.
Write a 750-character Google Business Profile description for [BUSINESS NAME], a [BUSINESS TYPE] in [CITY]. Lead with what we do and where, include our main services as plain phrases people search for, mention [YEARS] years in business and [KEY DIFFERENTIATOR]. No hype words, no exclamation points.
03

Prompt set

Local business

"Near me" questions are the ones AI answers with specific business names. Local has the most to win.

The "near me" sweep

Run your top five customer questions in one shot.
Answer each of these as if a real person in [CITY, STATE] asked you, naming specific local businesses in each answer: 1. Who's the best [SERVICE] near me? 2. Most affordable [SERVICE] in [CITY]? 3. [SERVICE] with the best reviews in [CITY]? 4. Fastest/emergency [SERVICE] in [CITY]? 5. Who should I trust for [HIGHER-END VARIANT OF SERVICE] in [CITY]?

Citation consistency audit

Inconsistent name, address, or phone details erode confidence.
My business is listed across Google Business Profile, Yelp, Facebook, and industry directories. Here is the name, address, and phone from each listing: [PASTE EACH LISTING'S NAP]. Identify every inconsistency, rank them by how much they could confuse a machine trying to verify my business, and give me the exact canonical version to standardize on.

Service-area page outline

One strong page per city beats one weak page listing twenty.
Outline a service-area page for [BUSINESS NAME] serving [NEARBY CITY]. It must be genuinely useful, not doorway-page filler: local proof (projects, customers, landmarks we serve near), specifics of providing [SERVICE] in that area, an FAQ with 3 location-specific questions, and a clear next step. Flag anything that would look like thin duplicate content.
04

Prompt set

Schema & technical

The machine-readable layer behind the content and entity signals.

Schema generator

Produces the LocalBusiness JSON-LD the visibility score checks for.
Generate valid LocalBusiness JSON-LD schema for my website's homepage. Use the most specific @type that fits (e.g. Plumber, Dentist, LegalService). Include name, url, description, telephone, address, areaServed, openingHours, and sameAs links. My details: [NAME / DOMAIN / DESCRIPTION / PHONE / ADDRESS / AREAS / HOURS / SOCIAL & GBP LINKS]. Then tell me exactly where to paste it and how to validate it.

robots.txt review

One Disallow line can make you invisible to an entire AI engine.
Review this robots.txt and tell me: (1) which AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, CCBot — are blocked or allowed, (2) whether anything blocks normal search engines, and (3) the corrected file if changes are needed. My robots.txt: [PASTE CONTENTS OF yourdomain.com/robots.txt]

Competitor gap analysis

Reverse-engineer why AI prefers them.
Here is the text of my homepage: [PASTE]. Here is the text of my competitor's homepage: [PASTE]. From an AI engine's perspective, list every signal their page gives that mine doesn't — specificity, proof, structure, answerable questions — ranked by impact. Then give me the five highest-impact changes to my page.

Prompts show symptoms

Your score shows the cause.

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